Fix dynamic Python command detection (v2.7.1)

- Replaced hardcoded python3 with: $(command -v python3 || command -v python)
- Added Windows PowerShell commands using python directly
- Fixed in all 5 IDE-specific SKILL.md files

Fixes #41

.agent/skills/planning-with-files/SKILL.md

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+---
+name: planning-with-files
+description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls.
+license: MIT
+---
+
+# Planning with Files
+
+Work like Manus: Use persistent markdown files as your "working memory on disk."
+
+## Core Principle
+
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+
+→ Anything important gets written to disk.
+```
+
+## Quick Start
+
+Before ANY complex task, create these three files:
+
+1. **task_plan.md** — Track phases and progress
+2. **findings.md** — Store research and discoveries
+3. **progress.md** — Session log and test results
+
+See references/ for starting templates.
+
+## File Purposes
+
+| File | Purpose | When to Update |
+|------|---------|----------------|
+| `task_plan.md` | Phases, progress, decisions | After each phase |
+| `findings.md` | Research, discoveries | After ANY discovery |
+| `progress.md` | Session log, test results | Throughout session |
+
+## Critical Rules
+
+### 1. Create Plan First
+Never start a complex task without `task_plan.md`. Non-negotiable.
+
+### 2. The 2-Action Rule
+> "After every 2 view/browser/search operations, IMMEDIATELY save key findings to text files."
+
+This prevents visual/multimodal information from being lost.
+
+### 3. Read Before Decide
+Before major decisions, read the plan file. This keeps goals in your attention window.
+
+### 4. Update After Act
+After completing any phase:
+- Mark phase status: `in_progress` → `complete`
+- Log any errors encountered
+- Note files created/modified
+
+### 5. Log ALL Errors
+Every error goes in the plan file. This builds knowledge and prevents repetition.
+
+### 6. Never Repeat Failures
+```
+if action_failed:
+    next_action != same_action
+```
+Track what you tried. Mutate the approach.
+
+## The 3-Strike Error Protocol
+
+```
+ATTEMPT 1: Diagnose & Fix
+  → Read error carefully
+  → Identify root cause
+  → Apply targeted fix
+
+ATTEMPT 2: Alternative Approach
+  → Same error? Try different method
+  → Different tool? Different library?
+  → NEVER repeat exact same failing action
+
+ATTEMPT 3: Broader Rethink
+  → Question assumptions
+  → Search for solutions
+  → Consider updating the plan
+
+AFTER 3 FAILURES: Escalate to User
+  → Explain what you tried
+  → Share the specific error
+  → Ask for guidance
+```
+
+## When to Use This Pattern
+
+**Use for:**
+- Multi-step tasks (3+ steps)
+- Research tasks
+- Building/creating projects
+- Tasks spanning many tool calls
+
+**Skip for:**
+- Simple questions
+- Single-file edits
+- Quick lookups
+
+## Templates
+
+- references/task_plan.md — Phase tracking template
+- references/findings.md — Research storage template
+- references/progress.md — Session logging template
+
+## Advanced Topics
+
+- **Manus Principles:** See references.md for complete context engineering patterns
+- **Real Examples:** See examples.md for practical implementations
+
+## Anti-Patterns
+
+| Don't | Do Instead |
+|-------|------------|
+| State goals once and forget | Re-read plan before decisions |
+| Hide errors and retry silently | Log errors to plan file |
+| Stuff everything in context | Store large content in files |
+| Start executing immediately | Create plan file FIRST |
+| Repeat failed actions | Track attempts, mutate approach |
+
+---
+
+**This pattern is why Manus went from launch to $2B acquisition in 8 months.**

.agent/skills/planning-with-files/examples.md

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+# Examples: Planning with Files in Action
+
+## Example 1: Research Task
+
+**User Request:** "Research the benefits of morning exercise and write a summary"
+
+### Loop 1: Create Plan
+```bash
+Write task_plan.md
+```
+
+```markdown
+# Task Plan: Morning Exercise Benefits Research
+
+## Goal
+Create a research summary on the benefits of morning exercise.
+
+## Phases
+- [ ] Phase 1: Create this plan ✓
+- [ ] Phase 2: Search and gather sources
+- [ ] Phase 3: Synthesize findings
+- [ ] Phase 4: Deliver summary
+
+## Key Questions
+1. What are the physical health benefits?
+2. What are the mental health benefits?
+3. What scientific studies support this?
+
+## Status
+**Currently in Phase 1** - Creating plan
+```
+
+### Loop 2: Research
+```bash
+Read task_plan.md           # Refresh goals
+WebSearch "morning exercise benefits"
+Write notes.md              # Store findings
+Edit task_plan.md           # Mark Phase 2 complete
+```
+
+### Loop 3: Synthesize
+```bash
+Read task_plan.md           # Refresh goals
+Read notes.md               # Get findings
+Write morning_exercise_summary.md
+Edit task_plan.md           # Mark Phase 3 complete
+```
+
+### Loop 4: Deliver
+```bash
+Read task_plan.md           # Verify complete
+Deliver morning_exercise_summary.md
+```
+
+---
+
+## Example 2: Bug Fix Task
+
+**User Request:** "Fix the login bug in the authentication module"
+
+### task_plan.md
+```markdown
+# Task Plan: Fix Login Bug
+
+## Goal
+Identify and fix the bug preventing successful login.
+
+## Phases
+- [x] Phase 1: Understand the bug report ✓
+- [x] Phase 2: Locate relevant code ✓
+- [ ] Phase 3: Identify root cause (CURRENT)
+- [ ] Phase 4: Implement fix
+- [ ] Phase 5: Test and verify
+
+## Key Questions
+1. What error message appears?
+2. Which file handles authentication?
+3. What changed recently?
+
+## Decisions Made
+- Auth handler is in src/auth/login.ts
+- Error occurs in validateToken() function
+
+## Errors Encountered
+- [Initial] TypeError: Cannot read property 'token' of undefined
+  → Root cause: user object not awaited properly
+
+## Status
+**Currently in Phase 3** - Found root cause, preparing fix
+```
+
+---
+
+## Example 3: Feature Development
+
+**User Request:** "Add a dark mode toggle to the settings page"
+
+### The 3-File Pattern in Action
+
+**task_plan.md:**
+```markdown
+# Task Plan: Dark Mode Toggle
+
+## Goal
+Add functional dark mode toggle to settings.
+
+## Phases
+- [x] Phase 1: Research existing theme system ✓
+- [x] Phase 2: Design implementation approach ✓
+- [ ] Phase 3: Implement toggle component (CURRENT)
+- [ ] Phase 4: Add theme switching logic
+- [ ] Phase 5: Test and polish
+
+## Decisions Made
+- Using CSS custom properties for theme
+- Storing preference in localStorage
+- Toggle component in SettingsPage.tsx
+
+## Status
+**Currently in Phase 3** - Building toggle component
+```
+
+**notes.md:**
+```markdown
+# Notes: Dark Mode Implementation
+
+## Existing Theme System
+- Located in: src/styles/theme.ts
+- Uses: CSS custom properties
+- Current themes: light only
+
+## Files to Modify
+1. src/styles/theme.ts - Add dark theme colors
+2. src/components/SettingsPage.tsx - Add toggle
+3. src/hooks/useTheme.ts - Create new hook
+4. src/App.tsx - Wrap with ThemeProvider
+
+## Color Decisions
+- Dark background: #1a1a2e
+- Dark surface: #16213e
+- Dark text: #eaeaea
+```
+
+**dark_mode_implementation.md:** (deliverable)
+```markdown
+# Dark Mode Implementation
+
+## Changes Made
+
+### 1. Added dark theme colors
+File: src/styles/theme.ts
+...
+
+### 2. Created useTheme hook
+File: src/hooks/useTheme.ts
+...
+```
+
+---
+
+## Example 4: Error Recovery Pattern
+
+When something fails, DON'T hide it:
+
+### Before (Wrong)
+```
+Action: Read config.json
+Error: File not found
+Action: Read config.json  # Silent retry
+Action: Read config.json  # Another retry
+```
+
+### After (Correct)
+```
+Action: Read config.json
+Error: File not found
+
+# Update task_plan.md:
+## Errors Encountered
+- config.json not found → Will create default config
+
+Action: Write config.json (default config)
+Action: Read config.json
+Success!
+```
+
+---
+
+## The Read-Before-Decide Pattern
+
+**Always read your plan before major decisions:**
+
+```
+[Many tool calls have happened...]
+[Context is getting long...]
+[Original goal might be forgotten...]
+
+→ Read task_plan.md          # This brings goals back into attention!
+→ Now make the decision       # Goals are fresh in context
+```
+
+This is why Manus can handle ~50 tool calls without losing track. The plan file acts as a "goal refresh" mechanism.

.agent/skills/planning-with-files/references.md

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+# Reference: Manus Context Engineering Principles
+
+This skill is based on context engineering principles from Manus, the AI agent company acquired by Meta for $2 billion in December 2025.
+
+## The 6 Manus Principles
+
+### Principle 1: Design Around KV-Cache
+
+> "KV-cache hit rate is THE single most important metric for production AI agents."
+
+**Statistics:**
+- ~100:1 input-to-output token ratio
+- Cached tokens: $0.30/MTok vs Uncached: $3/MTok
+- 10x cost difference!
+
+**Implementation:**
+- Keep prompt prefixes STABLE (single-token change invalidates cache)
+- NO timestamps in system prompts
+- Make context APPEND-ONLY with deterministic serialization
+
+### Principle 2: Mask, Don't Remove
+
+Don't dynamically remove tools (breaks KV-cache). Use logit masking instead.
+
+**Best Practice:** Use consistent action prefixes (e.g., `browser_`, `shell_`, `file_`) for easier masking.
+
+### Principle 3: Filesystem as External Memory
+
+> "Markdown is my 'working memory' on disk."
+
+**The Formula:**
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+```
+
+**Compression Must Be Restorable:**
+- Keep URLs even if web content is dropped
+- Keep file paths when dropping document contents
+- Never lose the pointer to full data
+
+### Principle 4: Manipulate Attention Through Recitation
+
+> "Creates and updates todo.md throughout tasks to push global plan into model's recent attention span."
+
+**Problem:** After ~50 tool calls, models forget original goals ("lost in the middle" effect).
+
+**Solution:** Re-read `task_plan.md` before each decision. Goals appear in the attention window.
+
+```
+Start of context: [Original goal - far away, forgotten]
+...many tool calls...
+End of context: [Recently read task_plan.md - gets ATTENTION!]
+```
+
+### Principle 5: Keep the Wrong Stuff In
+
+> "Leave the wrong turns in the context."
+
+**Why:**
+- Failed actions with stack traces let model implicitly update beliefs
+- Reduces mistake repetition
+- Error recovery is "one of the clearest signals of TRUE agentic behavior"
+
+### Principle 6: Don't Get Few-Shotted
+
+> "Uniformity breeds fragility."
+
+**Problem:** Repetitive action-observation pairs cause drift and hallucination.
+
+**Solution:** Introduce controlled variation:
+- Vary phrasings slightly
+- Don't copy-paste patterns blindly
+- Recalibrate on repetitive tasks
+
+---
+
+## The 3 Context Engineering Strategies
+
+Based on Lance Martin's analysis of Manus architecture.
+
+### Strategy 1: Context Reduction
+
+**Compaction:**
+```
+Tool calls have TWO representations:
+├── FULL: Raw tool content (stored in filesystem)
+└── COMPACT: Reference/file path only
+
+RULES:
+- Apply compaction to STALE (older) tool results
+- Keep RECENT results FULL (to guide next decision)
+```
+
+**Summarization:**
+- Applied when compaction reaches diminishing returns
+- Generated using full tool results
+- Creates standardized summary objects
+
+### Strategy 2: Context Isolation (Multi-Agent)
+
+**Architecture:**
+```
+┌─────────────────────────────────┐
+│         PLANNER AGENT           │
+│  └─ Assigns tasks to sub-agents │
+├─────────────────────────────────┤
+│       KNOWLEDGE MANAGER         │
+│  └─ Reviews conversations       │
+│  └─ Determines filesystem store │
+├─────────────────────────────────┤
+│      EXECUTOR SUB-AGENTS        │
+│  └─ Perform assigned tasks      │
+│  └─ Have own context windows    │
+└─────────────────────────────────┘
+```
+
+**Key Insight:** Manus originally used `todo.md` for task planning but found ~33% of actions were spent updating it. Shifted to dedicated planner agent calling executor sub-agents.
+
+### Strategy 3: Context Offloading
+
+**Tool Design:**
+- Use <20 atomic functions total
+- Store full results in filesystem, not context
+- Use `glob` and `grep` for searching
+- Progressive disclosure: load information only as needed
+
+---
+
+## The Agent Loop
+
+Manus operates in a continuous 7-step loop:
+
+```
+┌─────────────────────────────────────────┐
+│  1. ANALYZE CONTEXT                      │
+│     - Understand user intent             │
+│     - Assess current state               │
+│     - Review recent observations         │
+├─────────────────────────────────────────┤
+│  2. THINK                                │
+│     - Should I update the plan?          │
+│     - What's the next logical action?    │
+│     - Are there blockers?                │
+├─────────────────────────────────────────┤
+│  3. SELECT TOOL                          │
+│     - Choose ONE tool                    │
+│     - Ensure parameters available        │
+├─────────────────────────────────────────┤
+│  4. EXECUTE ACTION                       │
+│     - Tool runs in sandbox               │
+├─────────────────────────────────────────┤
+│  5. RECEIVE OBSERVATION                  │
+│     - Result appended to context         │
+├─────────────────────────────────────────┤
+│  6. ITERATE                              │
+│     - Return to step 1                   │
+│     - Continue until complete            │
+├─────────────────────────────────────────┤
+│  7. DELIVER OUTCOME                      │
+│     - Send results to user               │
+│     - Attach all relevant files          │
+└─────────────────────────────────────────┘
+```
+
+---
+
+## File Types Manus Creates
+
+| File | Purpose | When Created | When Updated |
+|------|---------|--------------|--------------|
+| `task_plan.md` | Phase tracking, progress | Task start | After completing phases |
+| `findings.md` | Discoveries, decisions | After ANY discovery | After viewing images/PDFs |
+| `progress.md` | Session log, what's done | At breakpoints | Throughout session |
+| Code files | Implementation | Before execution | After errors |
+
+---
+
+## Critical Constraints
+
+- **Single-Action Execution:** ONE tool call per turn. No parallel execution.
+- **Plan is Required:** Agent must ALWAYS know: goal, current phase, remaining phases
+- **Files are Memory:** Context = volatile. Filesystem = persistent.
+- **Never Repeat Failures:** If action failed, next action MUST be different
+- **Communication is a Tool:** Message types: `info` (progress), `ask` (blocking), `result` (terminal)
+
+---
+
+## Manus Statistics
+
+| Metric | Value |
+|--------|-------|
+| Average tool calls per task | ~50 |
+| Input-to-output token ratio | 100:1 |
+| Acquisition price | $2 billion |
+| Time to $100M revenue | 8 months |
+| Framework refactors since launch | 5 times |
+
+---
+
+## Key Quotes
+
+> "Context window = RAM (volatile, limited). Filesystem = Disk (persistent, unlimited). Anything important gets written to disk."
+
+> "if action_failed: next_action != same_action. Track what you tried. Mutate the approach."
+
+> "Error recovery is one of the clearest signals of TRUE agentic behavior."
+
+> "KV-cache hit rate is the single most important metric for a production-stage AI agent."
+
+> "Leave the wrong turns in the context."
+
+---
+
+## Source
+
+Based on Manus's official context engineering documentation:
+https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus

.agent/skills/planning-with-files/references/findings.md

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+# Findings & Decisions
+<!-- 
+  WHAT: Your knowledge base for the task. Stores everything you discover and decide.
+  WHY: Context windows are limited. This file is your "external memory" - persistent and unlimited.
+  WHEN: Update after ANY discovery, especially after 2 view/browser/search operations (2-Action Rule).
+-->
+
+## Requirements
+<!-- 
+  WHAT: What the user asked for, broken down into specific requirements.
+  WHY: Keeps requirements visible so you don't forget what you're building.
+  WHEN: Fill this in during Phase 1 (Requirements & Discovery).
+  EXAMPLE:
+    - Command-line interface
+    - Add tasks
+    - List all tasks
+    - Delete tasks
+    - Python implementation
+-->
+<!-- Captured from user request -->
+-
+
+## Research Findings
+<!-- 
+  WHAT: Key discoveries from web searches, documentation reading, or exploration.
+  WHY: Multimodal content (images, browser results) doesn't persist. Write it down immediately.
+  WHEN: After EVERY 2 view/browser/search operations, update this section (2-Action Rule).
+  EXAMPLE:
+    - Python's argparse module supports subcommands for clean CLI design
+    - JSON module handles file persistence easily
+    - Standard pattern: python script.py <command> [args]
+-->
+<!-- Key discoveries during exploration -->
+-
+
+## Technical Decisions
+<!-- 
+  WHAT: Architecture and implementation choices you've made, with reasoning.
+  WHY: You'll forget why you chose a technology or approach. This table preserves that knowledge.
+  WHEN: Update whenever you make a significant technical choice.
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+    | argparse with subcommands | Clean CLI: python todo.py add "task" |
+-->
+<!-- Decisions made with rationale -->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Issues Encountered
+<!-- 
+  WHAT: Problems you ran into and how you solved them.
+  WHY: Similar to errors in task_plan.md, but focused on broader issues (not just code errors).
+  WHEN: Document when you encounter blockers or unexpected challenges.
+  EXAMPLE:
+    | Empty file causes JSONDecodeError | Added explicit empty file check before json.load() |
+-->
+<!-- Errors and how they were resolved -->
+| Issue | Resolution |
+|-------|------------|
+|       |            |
+
+## Resources
+<!-- 
+  WHAT: URLs, file paths, API references, documentation links you've found useful.
+  WHY: Easy reference for later. Don't lose important links in context.
+  WHEN: Add as you discover useful resources.
+  EXAMPLE:
+    - Python argparse docs: https://docs.python.org/3/library/argparse.html
+    - Project structure: src/main.py, src/utils.py
+-->
+<!-- URLs, file paths, API references -->
+-
+
+## Visual/Browser Findings
+<!-- 
+  WHAT: Information you learned from viewing images, PDFs, or browser results.
+  WHY: CRITICAL - Visual/multimodal content doesn't persist in context. Must be captured as text.
+  WHEN: IMMEDIATELY after viewing images or browser results. Don't wait!
+  EXAMPLE:
+    - Screenshot shows login form has email and password fields
+    - Browser shows API returns JSON with "status" and "data" keys
+-->
+<!-- CRITICAL: Update after every 2 view/browser operations -->
+<!-- Multimodal content must be captured as text immediately -->
+-
+
+---
+<!-- 
+  REMINDER: The 2-Action Rule
+  After every 2 view/browser/search operations, you MUST update this file.
+  This prevents visual information from being lost when context resets.
+-->
+*Update this file after every 2 view/browser/search operations*
+*This prevents visual information from being lost*

.agent/skills/planning-with-files/references/progress.md

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+# Progress Log
+<!-- 
+  WHAT: Your session log - a chronological record of what you did, when, and what happened.
+  WHY: Answers "What have I done?" in the 5-Question Reboot Test. Helps you resume after breaks.
+  WHEN: Update after completing each phase or encountering errors. More detailed than task_plan.md.
+-->
+
+## Session: [DATE]
+<!-- 
+  WHAT: The date of this work session.
+  WHY: Helps track when work happened, useful for resuming after time gaps.
+  EXAMPLE: 2026-01-15
+-->
+
+### Phase 1: [Title]
+<!-- 
+  WHAT: Detailed log of actions taken during this phase.
+  WHY: Provides context for what was done, making it easier to resume or debug.
+  WHEN: Update as you work through the phase, or at least when you complete it.
+-->
+- **Status:** in_progress
+- **Started:** [timestamp]
+<!-- 
+  STATUS: Same as task_plan.md (pending, in_progress, complete)
+  TIMESTAMP: When you started this phase (e.g., "2026-01-15 10:00")
+-->
+- Actions taken:
+  <!-- 
+    WHAT: List of specific actions you performed.
+    EXAMPLE:
+      - Created todo.py with basic structure
+      - Implemented add functionality
+      - Fixed FileNotFoundError
+  -->
+  -
+- Files created/modified:
+  <!-- 
+    WHAT: Which files you created or changed.
+    WHY: Quick reference for what was touched. Helps with debugging and review.
+    EXAMPLE:
+      - todo.py (created)
+      - todos.json (created by app)
+      - task_plan.md (updated)
+  -->
+  -
+
+### Phase 2: [Title]
+<!-- 
+  WHAT: Same structure as Phase 1, for the next phase.
+  WHY: Keep a separate log entry for each phase to track progress clearly.
+-->
+- **Status:** pending
+- Actions taken:
+  -
+- Files created/modified:
+  -
+
+## Test Results
+<!-- 
+  WHAT: Table of tests you ran, what you expected, what actually happened.
+  WHY: Documents verification of functionality. Helps catch regressions.
+  WHEN: Update as you test features, especially during Phase 4 (Testing & Verification).
+  EXAMPLE:
+    | Add task | python todo.py add "Buy milk" | Task added | Task added successfully | ✓ |
+    | List tasks | python todo.py list | Shows all tasks | Shows all tasks | ✓ |
+-->
+| Test | Input | Expected | Actual | Status |
+|------|-------|----------|--------|--------|
+|      |       |          |        |        |
+
+## Error Log
+<!-- 
+  WHAT: Detailed log of every error encountered, with timestamps and resolution attempts.
+  WHY: More detailed than task_plan.md's error table. Helps you learn from mistakes.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | 2026-01-15 10:35 | FileNotFoundError | 1 | Added file existence check |
+    | 2026-01-15 10:37 | JSONDecodeError | 2 | Added empty file handling |
+-->
+<!-- Keep ALL errors - they help avoid repetition -->
+| Timestamp | Error | Attempt | Resolution |
+|-----------|-------|---------|------------|
+|           |       | 1       |            |
+
+## 5-Question Reboot Check
+<!-- 
+  WHAT: Five questions that verify your context is solid. If you can answer these, you're on track.
+  WHY: This is the "reboot test" - if you can answer all 5, you can resume work effectively.
+  WHEN: Update periodically, especially when resuming after a break or context reset.
+  
+  THE 5 QUESTIONS:
+  1. Where am I? → Current phase in task_plan.md
+  2. Where am I going? → Remaining phases
+  3. What's the goal? → Goal statement in task_plan.md
+  4. What have I learned? → See findings.md
+  5. What have I done? → See progress.md (this file)
+-->
+<!-- If you can answer these, context is solid -->
+| Question | Answer |
+|----------|--------|
+| Where am I? | Phase X |
+| Where am I going? | Remaining phases |
+| What's the goal? | [goal statement] |
+| What have I learned? | See findings.md |
+| What have I done? | See above |
+
+---
+<!-- 
+  REMINDER: 
+  - Update after completing each phase or encountering errors
+  - Be detailed - this is your "what happened" log
+  - Include timestamps for errors to track when issues occurred
+-->
+*Update after completing each phase or encountering errors*

.agent/skills/planning-with-files/references/task_plan.md

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+# Task Plan: [Brief Description]
+<!-- 
+  WHAT: This is your roadmap for the entire task. Think of it as your "working memory on disk."
+  WHY: After 50+ tool calls, your original goals can get forgotten. This file keeps them fresh.
+  WHEN: Create this FIRST, before starting any work. Update after each phase completes.
+-->
+
+## Goal
+<!-- 
+  WHAT: One clear sentence describing what you're trying to achieve.
+  WHY: This is your north star. Re-reading this keeps you focused on the end state.
+  EXAMPLE: "Create a Python CLI todo app with add, list, and delete functionality."
+-->
+[One sentence describing the end state]
+
+## Current Phase
+<!-- 
+  WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
+  WHY: Quick reference for where you are in the task. Update this as you progress.
+-->
+Phase 1
+
+## Phases
+<!-- 
+  WHAT: Break your task into 3-7 logical phases. Each phase should be completable.
+  WHY: Breaking work into phases prevents overwhelm and makes progress visible.
+  WHEN: Update status after completing each phase: pending → in_progress → complete
+-->
+
+### Phase 1: Requirements & Discovery
+<!-- 
+  WHAT: Understand what needs to be done and gather initial information.
+  WHY: Starting without understanding leads to wasted effort. This phase prevents that.
+-->
+- [ ] Understand user intent
+- [ ] Identify constraints and requirements
+- [ ] Document findings in findings.md
+- **Status:** in_progress
+<!-- 
+  STATUS VALUES:
+  - pending: Not started yet
+  - in_progress: Currently working on this
+  - complete: Finished this phase
+-->
+
+### Phase 2: Planning & Structure
+<!-- 
+  WHAT: Decide how you'll approach the problem and what structure you'll use.
+  WHY: Good planning prevents rework. Document decisions so you remember why you chose them.
+-->
+- [ ] Define technical approach
+- [ ] Create project structure if needed
+- [ ] Document decisions with rationale
+- **Status:** pending
+
+### Phase 3: Implementation
+<!-- 
+  WHAT: Actually build/create/write the solution.
+  WHY: This is where the work happens. Break into smaller sub-tasks if needed.
+-->
+- [ ] Execute the plan step by step
+- [ ] Write code to files before executing
+- [ ] Test incrementally
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+<!-- 
+  WHAT: Verify everything works and meets requirements.
+  WHY: Catching issues early saves time. Document test results in progress.md.
+-->
+- [ ] Verify all requirements met
+- [ ] Document test results in progress.md
+- [ ] Fix any issues found
+- **Status:** pending
+
+### Phase 5: Delivery
+<!-- 
+  WHAT: Final review and handoff to user.
+  WHY: Ensures nothing is forgotten and deliverables are complete.
+-->
+- [ ] Review all output files
+- [ ] Ensure deliverables are complete
+- [ ] Deliver to user
+- **Status:** pending
+
+## Key Questions
+<!-- 
+  WHAT: Important questions you need to answer during the task.
+  WHY: These guide your research and decision-making. Answer them as you go.
+  EXAMPLE: 
+    1. Should tasks persist between sessions? (Yes - need file storage)
+    2. What format for storing tasks? (JSON file)
+-->
+1. [Question to answer]
+2. [Question to answer]
+
+## Decisions Made
+<!-- 
+  WHAT: Technical and design decisions you've made, with the reasoning behind them.
+  WHY: You'll forget why you made choices. This table helps you remember and justify decisions.
+  WHEN: Update whenever you make a significant choice (technology, approach, structure).
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+-->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Errors Encountered
+<!-- 
+  WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
+  WHY: Logging errors prevents repeating the same mistakes. This is critical for learning.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | FileNotFoundError | 1 | Check if file exists, create empty list if not |
+    | JSONDecodeError | 2 | Handle empty file case explicitly |
+-->
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+|       | 1       |            |
+
+## Notes
+<!-- 
+  REMINDERS:
+  - Update phase status as you progress: pending → in_progress → complete
+  - Re-read this plan before major decisions (attention manipulation)
+  - Log ALL errors - they help avoid repetition
+  - Never repeat a failed action - mutate your approach instead
+-->
+- Update phase status as you progress: pending → in_progress → complete
+- Re-read this plan before major decisions (attention manipulation)
+- Log ALL errors - they help avoid repetition

.claude-plugin/plugin.json

@@ -1,6 +1,6 @@
 {
   "name": "planning-with-files",
-  "version": "2.4.1",
+  "version": "2.7.1",
   "description": "Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when you want structured output.",
   "author": {
     "name": "OthmanAdi",

.codex/INSTALL.md

@@ -1,92 +0,0 @@
-# Installing planning-with-files for Codex
-
-## Prerequisites
-
-- Codex IDE installed
-- Git installed (optional, for cloning)
-
-## Installation
-
-### Option 1: Clone Repository (Recommended)
-
-```bash
-mkdir -p ~/.codex/skills
-cd ~/.codex/skills
-git clone https://github.com/OthmanAdi/planning-with-files.git
-```
-
-### Option 2: Manual Copy
-
-1. Download or clone this repository
-2. Copy the entire `planning-with-files/` directory to `~/.codex/skills/`
-3. Ensure the structure matches:
-   ```
-   ~/.codex/skills/planning-with-files/
-   ├── planning-with-files/
-   │   ├── SKILL.md
-   │   ├── templates/
-   │   └── scripts/
-   ```
-
-## Usage
-
-### If Using Superpowers
-
-If you have [obra/superpowers](https://github.com/obra/superpowers) installed:
-
-```bash
-~/.codex/superpowers/.codex/superpowers-codex use-skill planning-with-files
-```
-
-Superpowers will find it in your personal skills directory.
-
-### If NOT Using Superpowers
-
-Manually read the skill file when starting complex tasks:
-
-```bash
-cat ~/.codex/skills/planning-with-files/planning-with-files/SKILL.md
-```
-
-Or add to your `~/.codex/AGENTS.md`:
-
-```markdown
-## Planning with Files
-
-<IMPORTANT>
-For complex multi-step tasks (3+ steps, research, building projects):
-1. Read the planning-with-files skill: `cat ~/.codex/skills/planning-with-files/planning-with-files/SKILL.md`
-2. Create task_plan.md, findings.md, progress.md in your project directory
-3. Follow the 3-file pattern throughout the task
-</IMPORTANT>
-```
-
-## Verification
-
-Check that the skill exists:
-
-```bash
-ls -la ~/.codex/skills/planning-with-files/planning-with-files/SKILL.md
-```
-
-## Troubleshooting
-
-### Skill not found
-
-- Verify path: `~/.codex/skills/planning-with-files/planning-with-files/SKILL.md`
-- Check file exists and is readable
-- Ensure SKILL.md has proper YAML frontmatter
-
-### Scripts not executing
-
-**Windows users:**
-- Use PowerShell versions: `*.ps1`
-- Set execution policy: `Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser`
-
-**Unix/Mac users:**
-- Make scripts executable: `chmod +x ~/.codex/skills/planning-with-files/scripts/*.sh`
-
-## Getting Help
-
-- Issues: https://github.com/OthmanAdi/planning-with-files/issues
-- Documentation: https://github.com/OthmanAdi/planning-with-files

.codex/skills/planning-with-files/SKILL.md

@@ -0,0 +1,230 @@
+---
+name: planning-with-files
+version: "2.4.1"
+description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after /clear.
+user-invocable: true
+allowed-tools:
+  - Read
+  - Write
+  - Edit
+  - Bash
+  - Glob
+  - Grep
+  - WebFetch
+  - WebSearch
+hooks:
+  PreToolUse:
+    - matcher: "Write|Edit|Bash|Read|Glob|Grep"
+      hooks:
+        - type: command
+          command: "cat task_plan.md 2>/dev/null | head -30 || true"
+  PostToolUse:
+    - matcher: "Write|Edit"
+      hooks:
+        - type: command
+          command: "echo '[planning-with-files] File updated. If this completes a phase, update task_plan.md status.'"
+  Stop:
+    - hooks:
+        - type: command
+          command: |
+            SCRIPT_DIR="${CLAUDE_PLUGIN_ROOT:-$HOME/.claude/plugins/planning-with-files}/scripts"
+            if command -v pwsh &> /dev/null && [[ "$OSTYPE" == "msys" || "$OSTYPE" == "win32" || "$OS" == "Windows_NT" ]]; then
+              pwsh -ExecutionPolicy Bypass -File "$SCRIPT_DIR/check-complete.ps1" 2>/dev/null || powershell -ExecutionPolicy Bypass -File "$SCRIPT_DIR/check-complete.ps1" 2>/dev/null || bash "$SCRIPT_DIR/check-complete.sh"
+            else
+              bash "$SCRIPT_DIR/check-complete.sh"
+            fi
+---
+
+# Planning with Files
+
+Work like Manus: Use persistent markdown files as your "working memory on disk."
+
+## FIRST: Check for Previous Session (v2.2.0)
+
+**Before starting work**, check for unsynced context from a previous session:
+
+```bash
+# Linux/macOS (auto-detects python3 or python)
+$(command -v python3 || command -v python) ${CLAUDE_PLUGIN_ROOT}/scripts/session-catchup.py "$(pwd)"
+```
+
+```powershell
+# Windows PowerShell
+python "$env:USERPROFILE\.codex\skills\planning-with-files\scripts\session-catchup.py" (Get-Location)
+```
+
+If catchup report shows unsynced context:
+1. Run `git diff --stat` to see actual code changes
+2. Read current planning files
+3. Update planning files based on catchup + git diff
+4. Then proceed with task
+
+## Important: Where Files Go
+
+- **Templates** are in `${CLAUDE_PLUGIN_ROOT}/templates/`
+- **Your planning files** go in **your project directory**
+
+| Location | What Goes There |
+|----------|-----------------|
+| Skill directory (`${CLAUDE_PLUGIN_ROOT}/`) | Templates, scripts, reference docs |
+| Your project directory | `task_plan.md`, `findings.md`, `progress.md` |
+
+## Quick Start
+
+Before ANY complex task:
+
+1. **Create `task_plan.md`** — Use [templates/task_plan.md](templates/task_plan.md) as reference
+2. **Create `findings.md`** — Use [templates/findings.md](templates/findings.md) as reference
+3. **Create `progress.md`** — Use [templates/progress.md](templates/progress.md) as reference
+4. **Re-read plan before decisions** — Refreshes goals in attention window
+5. **Update after each phase** — Mark complete, log errors
+
+> **Note:** Planning files go in your project root, not the skill installation folder.
+
+## The Core Pattern
+
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+
+→ Anything important gets written to disk.
+```
+
+## File Purposes
+
+| File | Purpose | When to Update |
+|------|---------|----------------|
+| `task_plan.md` | Phases, progress, decisions | After each phase |
+| `findings.md` | Research, discoveries | After ANY discovery |
+| `progress.md` | Session log, test results | Throughout session |
+
+## Critical Rules
+
+### 1. Create Plan First
+Never start a complex task without `task_plan.md`. Non-negotiable.
+
+### 2. The 2-Action Rule
+> "After every 2 view/browser/search operations, IMMEDIATELY save key findings to text files."
+
+This prevents visual/multimodal information from being lost.
+
+### 3. Read Before Decide
+Before major decisions, read the plan file. This keeps goals in your attention window.
+
+### 4. Update After Act
+After completing any phase:
+- Mark phase status: `in_progress` → `complete`
+- Log any errors encountered
+- Note files created/modified
+
+### 5. Log ALL Errors
+Every error goes in the plan file. This builds knowledge and prevents repetition.
+
+```markdown
+## Errors Encountered
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+| FileNotFoundError | 1 | Created default config |
+| API timeout | 2 | Added retry logic |
+```
+
+### 6. Never Repeat Failures
+```
+if action_failed:
+    next_action != same_action
+```
+Track what you tried. Mutate the approach.
+
+## The 3-Strike Error Protocol
+
+```
+ATTEMPT 1: Diagnose & Fix
+  → Read error carefully
+  → Identify root cause
+  → Apply targeted fix
+
+ATTEMPT 2: Alternative Approach
+  → Same error? Try different method
+  → Different tool? Different library?
+  → NEVER repeat exact same failing action
+
+ATTEMPT 3: Broader Rethink
+  → Question assumptions
+  → Search for solutions
+  → Consider updating the plan
+
+AFTER 3 FAILURES: Escalate to User
+  → Explain what you tried
+  → Share the specific error
+  → Ask for guidance
+```
+
+## Read vs Write Decision Matrix
+
+| Situation | Action | Reason |
+|-----------|--------|--------|
+| Just wrote a file | DON'T read | Content still in context |
+| Viewed image/PDF | Write findings NOW | Multimodal → text before lost |
+| Browser returned data | Write to file | Screenshots don't persist |
+| Starting new phase | Read plan/findings | Re-orient if context stale |
+| Error occurred | Read relevant file | Need current state to fix |
+| Resuming after gap | Read all planning files | Recover state |
+
+## The 5-Question Reboot Test
+
+If you can answer these, your context management is solid:
+
+| Question | Answer Source |
+|----------|---------------|
+| Where am I? | Current phase in task_plan.md |
+| Where am I going? | Remaining phases |
+| What's the goal? | Goal statement in plan |
+| What have I learned? | findings.md |
+| What have I done? | progress.md |
+
+## When to Use This Pattern
+
+**Use for:**
+- Multi-step tasks (3+ steps)
+- Research tasks
+- Building/creating projects
+- Tasks spanning many tool calls
+- Anything requiring organization
+
+**Skip for:**
+- Simple questions
+- Single-file edits
+- Quick lookups
+
+## Templates
+
+Copy these templates to start:
+
+- [templates/task_plan.md](templates/task_plan.md) — Phase tracking
+- [templates/findings.md](templates/findings.md) — Research storage
+- [templates/progress.md](templates/progress.md) — Session logging
+
+## Scripts
+
+Helper scripts for automation:
+
+- `scripts/init-session.sh` — Initialize all planning files
+- `scripts/check-complete.sh` — Verify all phases complete
+- `scripts/session-catchup.py` — Recover context from previous session (v2.2.0)
+
+## Advanced Topics
+
+- **Manus Principles:** See [reference.md](reference.md)
+- **Real Examples:** See [examples.md](examples.md)
+
+## Anti-Patterns
+
+| Don't | Do Instead |
+|-------|------------|
+| Use TodoWrite for persistence | Create task_plan.md file |
+| State goals once and forget | Re-read plan before decisions |
+| Hide errors and retry silently | Log errors to plan file |
+| Stuff everything in context | Store large content in files |
+| Start executing immediately | Create plan file FIRST |
+| Repeat failed actions | Track attempts, mutate approach |
+| Create files in skill directory | Create files in your project |

.codex/skills/planning-with-files/assets/templates/findings.md

@@ -0,0 +1,95 @@
+# Findings & Decisions
+<!-- 
+  WHAT: Your knowledge base for the task. Stores everything you discover and decide.
+  WHY: Context windows are limited. This file is your "external memory" - persistent and unlimited.
+  WHEN: Update after ANY discovery, especially after 2 view/browser/search operations (2-Action Rule).
+-->
+
+## Requirements
+<!-- 
+  WHAT: What the user asked for, broken down into specific requirements.
+  WHY: Keeps requirements visible so you don't forget what you're building.
+  WHEN: Fill this in during Phase 1 (Requirements & Discovery).
+  EXAMPLE:
+    - Command-line interface
+    - Add tasks
+    - List all tasks
+    - Delete tasks
+    - Python implementation
+-->
+<!-- Captured from user request -->
+-
+
+## Research Findings
+<!-- 
+  WHAT: Key discoveries from web searches, documentation reading, or exploration.
+  WHY: Multimodal content (images, browser results) doesn't persist. Write it down immediately.
+  WHEN: After EVERY 2 view/browser/search operations, update this section (2-Action Rule).
+  EXAMPLE:
+    - Python's argparse module supports subcommands for clean CLI design
+    - JSON module handles file persistence easily
+    - Standard pattern: python script.py <command> [args]
+-->
+<!-- Key discoveries during exploration -->
+-
+
+## Technical Decisions
+<!-- 
+  WHAT: Architecture and implementation choices you've made, with reasoning.
+  WHY: You'll forget why you chose a technology or approach. This table preserves that knowledge.
+  WHEN: Update whenever you make a significant technical choice.
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+    | argparse with subcommands | Clean CLI: python todo.py add "task" |
+-->
+<!-- Decisions made with rationale -->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Issues Encountered
+<!-- 
+  WHAT: Problems you ran into and how you solved them.
+  WHY: Similar to errors in task_plan.md, but focused on broader issues (not just code errors).
+  WHEN: Document when you encounter blockers or unexpected challenges.
+  EXAMPLE:
+    | Empty file causes JSONDecodeError | Added explicit empty file check before json.load() |
+-->
+<!-- Errors and how they were resolved -->
+| Issue | Resolution |
+|-------|------------|
+|       |            |
+
+## Resources
+<!-- 
+  WHAT: URLs, file paths, API references, documentation links you've found useful.
+  WHY: Easy reference for later. Don't lose important links in context.
+  WHEN: Add as you discover useful resources.
+  EXAMPLE:
+    - Python argparse docs: https://docs.python.org/3/library/argparse.html
+    - Project structure: src/main.py, src/utils.py
+-->
+<!-- URLs, file paths, API references -->
+-
+
+## Visual/Browser Findings
+<!-- 
+  WHAT: Information you learned from viewing images, PDFs, or browser results.
+  WHY: CRITICAL - Visual/multimodal content doesn't persist in context. Must be captured as text.
+  WHEN: IMMEDIATELY after viewing images or browser results. Don't wait!
+  EXAMPLE:
+    - Screenshot shows login form has email and password fields
+    - Browser shows API returns JSON with "status" and "data" keys
+-->
+<!-- CRITICAL: Update after every 2 view/browser operations -->
+<!-- Multimodal content must be captured as text immediately -->
+-
+
+---
+<!-- 
+  REMINDER: The 2-Action Rule
+  After every 2 view/browser/search operations, you MUST update this file.
+  This prevents visual information from being lost when context resets.
+-->
+*Update this file after every 2 view/browser/search operations*
+*This prevents visual information from being lost*

.codex/skills/planning-with-files/assets/templates/progress.md

@@ -0,0 +1,114 @@
+# Progress Log
+<!-- 
+  WHAT: Your session log - a chronological record of what you did, when, and what happened.
+  WHY: Answers "What have I done?" in the 5-Question Reboot Test. Helps you resume after breaks.
+  WHEN: Update after completing each phase or encountering errors. More detailed than task_plan.md.
+-->
+
+## Session: [DATE]
+<!-- 
+  WHAT: The date of this work session.
+  WHY: Helps track when work happened, useful for resuming after time gaps.
+  EXAMPLE: 2026-01-15
+-->
+
+### Phase 1: [Title]
+<!-- 
+  WHAT: Detailed log of actions taken during this phase.
+  WHY: Provides context for what was done, making it easier to resume or debug.
+  WHEN: Update as you work through the phase, or at least when you complete it.
+-->
+- **Status:** in_progress
+- **Started:** [timestamp]
+<!-- 
+  STATUS: Same as task_plan.md (pending, in_progress, complete)
+  TIMESTAMP: When you started this phase (e.g., "2026-01-15 10:00")
+-->
+- Actions taken:
+  <!-- 
+    WHAT: List of specific actions you performed.
+    EXAMPLE:
+      - Created todo.py with basic structure
+      - Implemented add functionality
+      - Fixed FileNotFoundError
+  -->
+  -
+- Files created/modified:
+  <!-- 
+    WHAT: Which files you created or changed.
+    WHY: Quick reference for what was touched. Helps with debugging and review.
+    EXAMPLE:
+      - todo.py (created)
+      - todos.json (created by app)
+      - task_plan.md (updated)
+  -->
+  -
+
+### Phase 2: [Title]
+<!-- 
+  WHAT: Same structure as Phase 1, for the next phase.
+  WHY: Keep a separate log entry for each phase to track progress clearly.
+-->
+- **Status:** pending
+- Actions taken:
+  -
+- Files created/modified:
+  -
+
+## Test Results
+<!-- 
+  WHAT: Table of tests you ran, what you expected, what actually happened.
+  WHY: Documents verification of functionality. Helps catch regressions.
+  WHEN: Update as you test features, especially during Phase 4 (Testing & Verification).
+  EXAMPLE:
+    | Add task | python todo.py add "Buy milk" | Task added | Task added successfully | ✓ |
+    | List tasks | python todo.py list | Shows all tasks | Shows all tasks | ✓ |
+-->
+| Test | Input | Expected | Actual | Status |
+|------|-------|----------|--------|--------|
+|      |       |          |        |        |
+
+## Error Log
+<!-- 
+  WHAT: Detailed log of every error encountered, with timestamps and resolution attempts.
+  WHY: More detailed than task_plan.md's error table. Helps you learn from mistakes.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | 2026-01-15 10:35 | FileNotFoundError | 1 | Added file existence check |
+    | 2026-01-15 10:37 | JSONDecodeError | 2 | Added empty file handling |
+-->
+<!-- Keep ALL errors - they help avoid repetition -->
+| Timestamp | Error | Attempt | Resolution |
+|-----------|-------|---------|------------|
+|           |       | 1       |            |
+
+## 5-Question Reboot Check
+<!-- 
+  WHAT: Five questions that verify your context is solid. If you can answer these, you're on track.
+  WHY: This is the "reboot test" - if you can answer all 5, you can resume work effectively.
+  WHEN: Update periodically, especially when resuming after a break or context reset.
+  
+  THE 5 QUESTIONS:
+  1. Where am I? → Current phase in task_plan.md
+  2. Where am I going? → Remaining phases
+  3. What's the goal? → Goal statement in task_plan.md
+  4. What have I learned? → See findings.md
+  5. What have I done? → See progress.md (this file)
+-->
+<!-- If you can answer these, context is solid -->
+| Question | Answer |
+|----------|--------|
+| Where am I? | Phase X |
+| Where am I going? | Remaining phases |
+| What's the goal? | [goal statement] |
+| What have I learned? | See findings.md |
+| What have I done? | See above |
+
+---
+<!-- 
+  REMINDER: 
+  - Update after completing each phase or encountering errors
+  - Be detailed - this is your "what happened" log
+  - Include timestamps for errors to track when issues occurred
+-->
+*Update after completing each phase or encountering errors*

.codex/skills/planning-with-files/assets/templates/task_plan.md

@@ -0,0 +1,132 @@
+# Task Plan: [Brief Description]
+<!-- 
+  WHAT: This is your roadmap for the entire task. Think of it as your "working memory on disk."
+  WHY: After 50+ tool calls, your original goals can get forgotten. This file keeps them fresh.
+  WHEN: Create this FIRST, before starting any work. Update after each phase completes.
+-->
+
+## Goal
+<!-- 
+  WHAT: One clear sentence describing what you're trying to achieve.
+  WHY: This is your north star. Re-reading this keeps you focused on the end state.
+  EXAMPLE: "Create a Python CLI todo app with add, list, and delete functionality."
+-->
+[One sentence describing the end state]
+
+## Current Phase
+<!-- 
+  WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
+  WHY: Quick reference for where you are in the task. Update this as you progress.
+-->
+Phase 1
+
+## Phases
+<!-- 
+  WHAT: Break your task into 3-7 logical phases. Each phase should be completable.
+  WHY: Breaking work into phases prevents overwhelm and makes progress visible.
+  WHEN: Update status after completing each phase: pending → in_progress → complete
+-->
+
+### Phase 1: Requirements & Discovery
+<!-- 
+  WHAT: Understand what needs to be done and gather initial information.
+  WHY: Starting without understanding leads to wasted effort. This phase prevents that.
+-->
+- [ ] Understand user intent
+- [ ] Identify constraints and requirements
+- [ ] Document findings in findings.md
+- **Status:** in_progress
+<!-- 
+  STATUS VALUES:
+  - pending: Not started yet
+  - in_progress: Currently working on this
+  - complete: Finished this phase
+-->
+
+### Phase 2: Planning & Structure
+<!-- 
+  WHAT: Decide how you'll approach the problem and what structure you'll use.
+  WHY: Good planning prevents rework. Document decisions so you remember why you chose them.
+-->
+- [ ] Define technical approach
+- [ ] Create project structure if needed
+- [ ] Document decisions with rationale
+- **Status:** pending
+
+### Phase 3: Implementation
+<!-- 
+  WHAT: Actually build/create/write the solution.
+  WHY: This is where the work happens. Break into smaller sub-tasks if needed.
+-->
+- [ ] Execute the plan step by step
+- [ ] Write code to files before executing
+- [ ] Test incrementally
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+<!-- 
+  WHAT: Verify everything works and meets requirements.
+  WHY: Catching issues early saves time. Document test results in progress.md.
+-->
+- [ ] Verify all requirements met
+- [ ] Document test results in progress.md
+- [ ] Fix any issues found
+- **Status:** pending
+
+### Phase 5: Delivery
+<!-- 
+  WHAT: Final review and handoff to user.
+  WHY: Ensures nothing is forgotten and deliverables are complete.
+-->
+- [ ] Review all output files
+- [ ] Ensure deliverables are complete
+- [ ] Deliver to user
+- **Status:** pending
+
+## Key Questions
+<!-- 
+  WHAT: Important questions you need to answer during the task.
+  WHY: These guide your research and decision-making. Answer them as you go.
+  EXAMPLE: 
+    1. Should tasks persist between sessions? (Yes - need file storage)
+    2. What format for storing tasks? (JSON file)
+-->
+1. [Question to answer]
+2. [Question to answer]
+
+## Decisions Made
+<!-- 
+  WHAT: Technical and design decisions you've made, with the reasoning behind them.
+  WHY: You'll forget why you made choices. This table helps you remember and justify decisions.
+  WHEN: Update whenever you make a significant choice (technology, approach, structure).
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+-->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Errors Encountered
+<!-- 
+  WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
+  WHY: Logging errors prevents repeating the same mistakes. This is critical for learning.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | FileNotFoundError | 1 | Check if file exists, create empty list if not |
+    | JSONDecodeError | 2 | Handle empty file case explicitly |
+-->
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+|       | 1       |            |
+
+## Notes
+<!-- 
+  REMINDERS:
+  - Update phase status as you progress: pending → in_progress → complete
+  - Re-read this plan before major decisions (attention manipulation)
+  - Log ALL errors - they help avoid repetition
+  - Never repeat a failed action - mutate your approach instead
+-->
+- Update phase status as you progress: pending → in_progress → complete
+- Re-read this plan before major decisions (attention manipulation)
+- Log ALL errors - they help avoid repetition

.codex/skills/planning-with-files/references/examples.md

@@ -0,0 +1,202 @@
+# Examples: Planning with Files in Action
+
+## Example 1: Research Task
+
+**User Request:** "Research the benefits of morning exercise and write a summary"
+
+### Loop 1: Create Plan
+```bash
+Write task_plan.md
+```
+
+```markdown
+# Task Plan: Morning Exercise Benefits Research
+
+## Goal
+Create a research summary on the benefits of morning exercise.
+
+## Phases
+- [ ] Phase 1: Create this plan ✓
+- [ ] Phase 2: Search and gather sources
+- [ ] Phase 3: Synthesize findings
+- [ ] Phase 4: Deliver summary
+
+## Key Questions
+1. What are the physical health benefits?
+2. What are the mental health benefits?
+3. What scientific studies support this?
+
+## Status
+**Currently in Phase 1** - Creating plan
+```
+
+### Loop 2: Research
+```bash
+Read task_plan.md           # Refresh goals
+WebSearch "morning exercise benefits"
+Write notes.md              # Store findings
+Edit task_plan.md           # Mark Phase 2 complete
+```
+
+### Loop 3: Synthesize
+```bash
+Read task_plan.md           # Refresh goals
+Read notes.md               # Get findings
+Write morning_exercise_summary.md
+Edit task_plan.md           # Mark Phase 3 complete
+```
+
+### Loop 4: Deliver
+```bash
+Read task_plan.md           # Verify complete
+Deliver morning_exercise_summary.md
+```
+
+---
+
+## Example 2: Bug Fix Task
+
+**User Request:** "Fix the login bug in the authentication module"
+
+### task_plan.md
+```markdown
+# Task Plan: Fix Login Bug
+
+## Goal
+Identify and fix the bug preventing successful login.
+
+## Phases
+- [x] Phase 1: Understand the bug report ✓
+- [x] Phase 2: Locate relevant code ✓
+- [ ] Phase 3: Identify root cause (CURRENT)
+- [ ] Phase 4: Implement fix
+- [ ] Phase 5: Test and verify
+
+## Key Questions
+1. What error message appears?
+2. Which file handles authentication?
+3. What changed recently?
+
+## Decisions Made
+- Auth handler is in src/auth/login.ts
+- Error occurs in validateToken() function
+
+## Errors Encountered
+- [Initial] TypeError: Cannot read property 'token' of undefined
+  → Root cause: user object not awaited properly
+
+## Status
+**Currently in Phase 3** - Found root cause, preparing fix
+```
+
+---
+
+## Example 3: Feature Development
+
+**User Request:** "Add a dark mode toggle to the settings page"
+
+### The 3-File Pattern in Action
+
+**task_plan.md:**
+```markdown
+# Task Plan: Dark Mode Toggle
+
+## Goal
+Add functional dark mode toggle to settings.
+
+## Phases
+- [x] Phase 1: Research existing theme system ✓
+- [x] Phase 2: Design implementation approach ✓
+- [ ] Phase 3: Implement toggle component (CURRENT)
+- [ ] Phase 4: Add theme switching logic
+- [ ] Phase 5: Test and polish
+
+## Decisions Made
+- Using CSS custom properties for theme
+- Storing preference in localStorage
+- Toggle component in SettingsPage.tsx
+
+## Status
+**Currently in Phase 3** - Building toggle component
+```
+
+**notes.md:**
+```markdown
+# Notes: Dark Mode Implementation
+
+## Existing Theme System
+- Located in: src/styles/theme.ts
+- Uses: CSS custom properties
+- Current themes: light only
+
+## Files to Modify
+1. src/styles/theme.ts - Add dark theme colors
+2. src/components/SettingsPage.tsx - Add toggle
+3. src/hooks/useTheme.ts - Create new hook
+4. src/App.tsx - Wrap with ThemeProvider
+
+## Color Decisions
+- Dark background: #1a1a2e
+- Dark surface: #16213e
+- Dark text: #eaeaea
+```
+
+**dark_mode_implementation.md:** (deliverable)
+```markdown
+# Dark Mode Implementation
+
+## Changes Made
+
+### 1. Added dark theme colors
+File: src/styles/theme.ts
+...
+
+### 2. Created useTheme hook
+File: src/hooks/useTheme.ts
+...
+```
+
+---
+
+## Example 4: Error Recovery Pattern
+
+When something fails, DON'T hide it:
+
+### Before (Wrong)
+```
+Action: Read config.json
+Error: File not found
+Action: Read config.json  # Silent retry
+Action: Read config.json  # Another retry
+```
+
+### After (Correct)
+```
+Action: Read config.json
+Error: File not found
+
+# Update task_plan.md:
+## Errors Encountered
+- config.json not found → Will create default config
+
+Action: Write config.json (default config)
+Action: Read config.json
+Success!
+```
+
+---
+
+## The Read-Before-Decide Pattern
+
+**Always read your plan before major decisions:**
+
+```
+[Many tool calls have happened...]
+[Context is getting long...]
+[Original goal might be forgotten...]
+
+→ Read task_plan.md          # This brings goals back into attention!
+→ Now make the decision       # Goals are fresh in context
+```
+
+This is why Manus can handle ~50 tool calls without losing track. The plan file acts as a "goal refresh" mechanism.

.codex/skills/planning-with-files/references/reference.md

@@ -0,0 +1,218 @@
+# Reference: Manus Context Engineering Principles
+
+This skill is based on context engineering principles from Manus, the AI agent company acquired by Meta for $2 billion in December 2025.
+
+## The 6 Manus Principles
+
+### Principle 1: Design Around KV-Cache
+
+> "KV-cache hit rate is THE single most important metric for production AI agents."
+
+**Statistics:**
+- ~100:1 input-to-output token ratio
+- Cached tokens: $0.30/MTok vs Uncached: $3/MTok
+- 10x cost difference!
+
+**Implementation:**
+- Keep prompt prefixes STABLE (single-token change invalidates cache)
+- NO timestamps in system prompts
+- Make context APPEND-ONLY with deterministic serialization
+
+### Principle 2: Mask, Don't Remove
+
+Don't dynamically remove tools (breaks KV-cache). Use logit masking instead.
+
+**Best Practice:** Use consistent action prefixes (e.g., `browser_`, `shell_`, `file_`) for easier masking.
+
+### Principle 3: Filesystem as External Memory
+
+> "Markdown is my 'working memory' on disk."
+
+**The Formula:**
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+```
+
+**Compression Must Be Restorable:**
+- Keep URLs even if web content is dropped
+- Keep file paths when dropping document contents
+- Never lose the pointer to full data
+
+### Principle 4: Manipulate Attention Through Recitation
+
+> "Creates and updates todo.md throughout tasks to push global plan into model's recent attention span."
+
+**Problem:** After ~50 tool calls, models forget original goals ("lost in the middle" effect).
+
+**Solution:** Re-read `task_plan.md` before each decision. Goals appear in the attention window.
+
+```
+Start of context: [Original goal - far away, forgotten]
+...many tool calls...
+End of context: [Recently read task_plan.md - gets ATTENTION!]
+```
+
+### Principle 5: Keep the Wrong Stuff In
+
+> "Leave the wrong turns in the context."
+
+**Why:**
+- Failed actions with stack traces let model implicitly update beliefs
+- Reduces mistake repetition
+- Error recovery is "one of the clearest signals of TRUE agentic behavior"
+
+### Principle 6: Don't Get Few-Shotted
+
+> "Uniformity breeds fragility."
+
+**Problem:** Repetitive action-observation pairs cause drift and hallucination.
+
+**Solution:** Introduce controlled variation:
+- Vary phrasings slightly
+- Don't copy-paste patterns blindly
+- Recalibrate on repetitive tasks
+
+---
+
+## The 3 Context Engineering Strategies
+
+Based on Lance Martin's analysis of Manus architecture.
+
+### Strategy 1: Context Reduction
+
+**Compaction:**
+```
+Tool calls have TWO representations:
+├── FULL: Raw tool content (stored in filesystem)
+└── COMPACT: Reference/file path only
+
+RULES:
+- Apply compaction to STALE (older) tool results
+- Keep RECENT results FULL (to guide next decision)
+```
+
+**Summarization:**
+- Applied when compaction reaches diminishing returns
+- Generated using full tool results
+- Creates standardized summary objects
+
+### Strategy 2: Context Isolation (Multi-Agent)
+
+**Architecture:**
+```
+┌─────────────────────────────────┐
+│         PLANNER AGENT           │
+│  └─ Assigns tasks to sub-agents │
+├─────────────────────────────────┤
+│       KNOWLEDGE MANAGER         │
+│  └─ Reviews conversations       │
+│  └─ Determines filesystem store │
+├─────────────────────────────────┤
+│      EXECUTOR SUB-AGENTS        │
+│  └─ Perform assigned tasks      │
+│  └─ Have own context windows    │
+└─────────────────────────────────┘
+```
+
+**Key Insight:** Manus originally used `todo.md` for task planning but found ~33% of actions were spent updating it. Shifted to dedicated planner agent calling executor sub-agents.
+
+### Strategy 3: Context Offloading
+
+**Tool Design:**
+- Use <20 atomic functions total
+- Store full results in filesystem, not context
+- Use `glob` and `grep` for searching
+- Progressive disclosure: load information only as needed
+
+---
+
+## The Agent Loop
+
+Manus operates in a continuous 7-step loop:
+
+```
+┌─────────────────────────────────────────┐
+│  1. ANALYZE CONTEXT                      │
+│     - Understand user intent             │
+│     - Assess current state               │
+│     - Review recent observations         │
+├─────────────────────────────────────────┤
+│  2. THINK                                │
+│     - Should I update the plan?          │
+│     - What's the next logical action?    │
+│     - Are there blockers?                │
+├─────────────────────────────────────────┤
+│  3. SELECT TOOL                          │
+│     - Choose ONE tool                    │
+│     - Ensure parameters available        │
+├─────────────────────────────────────────┤
+│  4. EXECUTE ACTION                       │
+│     - Tool runs in sandbox               │
+├─────────────────────────────────────────┤
+│  5. RECEIVE OBSERVATION                  │
+│     - Result appended to context         │
+├─────────────────────────────────────────┤
+│  6. ITERATE                              │
+│     - Return to step 1                   │
+│     - Continue until complete            │
+├─────────────────────────────────────────┤
+│  7. DELIVER OUTCOME                      │
+│     - Send results to user               │
+│     - Attach all relevant files          │
+└─────────────────────────────────────────┘
+```
+
+---
+
+## File Types Manus Creates
+
+| File | Purpose | When Created | When Updated |
+|------|---------|--------------|--------------|
+| `task_plan.md` | Phase tracking, progress | Task start | After completing phases |
+| `findings.md` | Discoveries, decisions | After ANY discovery | After viewing images/PDFs |
+| `progress.md` | Session log, what's done | At breakpoints | Throughout session |
+| Code files | Implementation | Before execution | After errors |
+
+---
+
+## Critical Constraints
+
+- **Single-Action Execution:** ONE tool call per turn. No parallel execution.
+- **Plan is Required:** Agent must ALWAYS know: goal, current phase, remaining phases
+- **Files are Memory:** Context = volatile. Filesystem = persistent.
+- **Never Repeat Failures:** If action failed, next action MUST be different
+- **Communication is a Tool:** Message types: `info` (progress), `ask` (blocking), `result` (terminal)
+
+---
+
+## Manus Statistics
+
+| Metric | Value |
+|--------|-------|
+| Average tool calls per task | ~50 |
+| Input-to-output token ratio | 100:1 |
+| Acquisition price | $2 billion |
+| Time to $100M revenue | 8 months |
+| Framework refactors since launch | 5 times |
+
+---
+
+## Key Quotes
+
+> "Context window = RAM (volatile, limited). Filesystem = Disk (persistent, unlimited). Anything important gets written to disk."
+
+> "if action_failed: next_action != same_action. Track what you tried. Mutate the approach."
+
+> "Error recovery is one of the clearest signals of TRUE agentic behavior."
+
+> "KV-cache hit rate is the single most important metric for a production-stage AI agent."
+
+> "Leave the wrong turns in the context."
+
+---
+
+## Source
+
+Based on Manus's official context engineering documentation:
+https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus

.codex/skills/planning-with-files/scripts/check-complete.ps1

@@ -0,0 +1,42 @@
+# Check if all phases in task_plan.md are complete
+# Exit 0 if complete, exit 1 if incomplete
+# Used by Stop hook to verify task completion
+
+param(
+    [string]$PlanFile = "task_plan.md"
+)
+
+if (-not (Test-Path $PlanFile)) {
+    Write-Host "ERROR: $PlanFile not found"
+    Write-Host "Cannot verify completion without a task plan."
+    exit 1
+}
+
+Write-Host "=== Task Completion Check ==="
+Write-Host ""
+
+# Read file content
+$content = Get-Content $PlanFile -Raw
+
+# Count phases by status
+$TOTAL = ([regex]::Matches($content, "### Phase")).Count
+$COMPLETE = ([regex]::Matches($content, "\*\*Status:\*\* complete")).Count
+$IN_PROGRESS = ([regex]::Matches($content, "\*\*Status:\*\* in_progress")).Count
+$PENDING = ([regex]::Matches($content, "\*\*Status:\*\* pending")).Count
+
+Write-Host "Total phases:   $TOTAL"
+Write-Host "Complete:       $COMPLETE"
+Write-Host "In progress:    $IN_PROGRESS"
+Write-Host "Pending:        $PENDING"
+Write-Host ""
+
+# Check completion
+if ($COMPLETE -eq $TOTAL -and $TOTAL -gt 0) {
+    Write-Host "ALL PHASES COMPLETE"
+    exit 0
+} else {
+    Write-Host "TASK NOT COMPLETE"
+    Write-Host ""
+    Write-Host "Do not stop until all phases are complete."
+    exit 1
+}

.codex/skills/planning-with-files/scripts/check-complete.sh

@@ -0,0 +1,44 @@
+#!/bin/bash
+# Check if all phases in task_plan.md are complete
+# Exit 0 if complete, exit 1 if incomplete
+# Used by Stop hook to verify task completion
+
+PLAN_FILE="${1:-task_plan.md}"
+
+if [ ! -f "$PLAN_FILE" ]; then
+    echo "ERROR: $PLAN_FILE not found"
+    echo "Cannot verify completion without a task plan."
+    exit 1
+fi
+
+echo "=== Task Completion Check ==="
+echo ""
+
+# Count phases by status (using -F for fixed string matching)
+TOTAL=$(grep -c "### Phase" "$PLAN_FILE" || true)
+COMPLETE=$(grep -cF "**Status:** complete" "$PLAN_FILE" || true)
+IN_PROGRESS=$(grep -cF "**Status:** in_progress" "$PLAN_FILE" || true)
+PENDING=$(grep -cF "**Status:** pending" "$PLAN_FILE" || true)
+
+# Default to 0 if empty
+: "${TOTAL:=0}"
+: "${COMPLETE:=0}"
+: "${IN_PROGRESS:=0}"
+: "${PENDING:=0}"
+
+echo "Total phases:   $TOTAL"
+echo "Complete:       $COMPLETE"
+echo "In progress:    $IN_PROGRESS"
+echo "Pending:        $PENDING"
+echo ""
+
+# Check completion
+if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
+    echo "ALL PHASES COMPLETE"
+    exit 0
+else
+    echo "TASK NOT COMPLETE"
+    echo ""
+    echo "Do not stop until all phases are complete."
+    exit 1
+fi

.codex/skills/planning-with-files/scripts/init-session.ps1

@@ -0,0 +1,120 @@
+# Initialize planning files for a new session
+# Usage: .\init-session.ps1 [project-name]
+
+param(
+    [string]$ProjectName = "project"
+)
+
+$DATE = Get-Date -Format "yyyy-MM-dd"
+
+Write-Host "Initializing planning files for: $ProjectName"
+
+# Create task_plan.md if it doesn't exist
+if (-not (Test-Path "task_plan.md")) {
+    @"
+# Task Plan: [Brief Description]
+
+## Goal
+[One sentence describing the end state]
+
+## Current Phase
+Phase 1
+
+## Phases
+
+### Phase 1: Requirements & Discovery
+- [ ] Understand user intent
+- [ ] Identify constraints
+- [ ] Document in findings.md
+- **Status:** in_progress
+
+### Phase 2: Planning & Structure
+- [ ] Define approach
+- [ ] Create project structure
+- **Status:** pending
+
+### Phase 3: Implementation
+- [ ] Execute the plan
+- [ ] Write to files before executing
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+- [ ] Verify requirements met
+- [ ] Document test results
+- **Status:** pending
+
+### Phase 5: Delivery
+- [ ] Review outputs
+- [ ] Deliver to user
+- **Status:** pending
+
+## Decisions Made
+| Decision | Rationale |
+|----------|-----------|
+
+## Errors Encountered
+| Error | Resolution |
+|-------|------------|
+"@ | Out-File -FilePath "task_plan.md" -Encoding UTF8
+    Write-Host "Created task_plan.md"
+} else {
+    Write-Host "task_plan.md already exists, skipping"
+}
+
+# Create findings.md if it doesn't exist
+if (-not (Test-Path "findings.md")) {
+    @"
+# Findings & Decisions
+
+## Requirements
+-
+
+## Research Findings
+-
+
+## Technical Decisions
+| Decision | Rationale |
+|----------|-----------|
+
+## Issues Encountered
+| Issue | Resolution |
+|-------|------------|
+
+## Resources
+-
+"@ | Out-File -FilePath "findings.md" -Encoding UTF8
+    Write-Host "Created findings.md"
+} else {
+    Write-Host "findings.md already exists, skipping"
+}
+
+# Create progress.md if it doesn't exist
+if (-not (Test-Path "progress.md")) {
+    @"
+# Progress Log
+
+## Session: $DATE
+
+### Current Status
+- **Phase:** 1 - Requirements & Discovery
+- **Started:** $DATE
+
+### Actions Taken
+-
+
+### Test Results
+| Test | Expected | Actual | Status |
+|------|----------|--------|--------|
+
+### Errors
+| Error | Resolution |
+|-------|------------|
+"@ | Out-File -FilePath "progress.md" -Encoding UTF8
+    Write-Host "Created progress.md"
+} else {
+    Write-Host "progress.md already exists, skipping"
+}
+
+Write-Host ""
+Write-Host "Planning files initialized!"
+Write-Host "Files: task_plan.md, findings.md, progress.md"

.codex/skills/planning-with-files/scripts/init-session.sh

@@ -0,0 +1,120 @@
+#!/bin/bash
+# Initialize planning files for a new session
+# Usage: ./init-session.sh [project-name]
+
+set -e
+
+PROJECT_NAME="${1:-project}"
+DATE=$(date +%Y-%m-%d)
+
+echo "Initializing planning files for: $PROJECT_NAME"
+
+# Create task_plan.md if it doesn't exist
+if [ ! -f "task_plan.md" ]; then
+    cat > task_plan.md << 'EOF'
+# Task Plan: [Brief Description]
+
+## Goal
+[One sentence describing the end state]
+
+## Current Phase
+Phase 1
+
+## Phases
+
+### Phase 1: Requirements & Discovery
+- [ ] Understand user intent
+- [ ] Identify constraints
+- [ ] Document in findings.md
+- **Status:** in_progress
+
+### Phase 2: Planning & Structure
+- [ ] Define approach
+- [ ] Create project structure
+- **Status:** pending
+
+### Phase 3: Implementation
+- [ ] Execute the plan
+- [ ] Write to files before executing
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+- [ ] Verify requirements met
+- [ ] Document test results
+- **Status:** pending
+
+### Phase 5: Delivery
+- [ ] Review outputs
+- [ ] Deliver to user
+- **Status:** pending
+
+## Decisions Made
+| Decision | Rationale |
+|----------|-----------|
+
+## Errors Encountered
+| Error | Resolution |
+|-------|------------|
+EOF
+    echo "Created task_plan.md"
+else
+    echo "task_plan.md already exists, skipping"
+fi
+
+# Create findings.md if it doesn't exist
+if [ ! -f "findings.md" ]; then
+    cat > findings.md << 'EOF'
+# Findings & Decisions
+
+## Requirements
+-
+
+## Research Findings
+-
+
+## Technical Decisions
+| Decision | Rationale |
+|----------|-----------|
+
+## Issues Encountered
+| Issue | Resolution |
+|-------|------------|
+
+## Resources
+-
+EOF
+    echo "Created findings.md"
+else
+    echo "findings.md already exists, skipping"
+fi
+
+# Create progress.md if it doesn't exist
+if [ ! -f "progress.md" ]; then
+    cat > progress.md << EOF
+# Progress Log
+
+## Session: $DATE
+
+### Current Status
+- **Phase:** 1 - Requirements & Discovery
+- **Started:** $DATE
+
+### Actions Taken
+-
+
+### Test Results
+| Test | Expected | Actual | Status |
+|------|----------|--------|--------|
+
+### Errors
+| Error | Resolution |
+|-------|------------|
+EOF
+    echo "Created progress.md"
+else
+    echo "progress.md already exists, skipping"
+fi
+
+echo ""
+echo "Planning files initialized!"
+echo "Files: task_plan.md, findings.md, progress.md"

.codex/skills/planning-with-files/scripts/session-catchup.py

@@ -0,0 +1,208 @@
+#!/usr/bin/env python3
+"""
+Session Catchup Script for planning-with-files
+
+Analyzes the previous session to find unsynced context after the last
+planning file update. Designed to run on SessionStart.
+
+Usage: python3 session-catchup.py [project-path]
+"""
+
+import json
+import sys
+import os
+from pathlib import Path
+from typing import List, Dict, Optional, Tuple
+from datetime import datetime
+
+PLANNING_FILES = ['task_plan.md', 'progress.md', 'findings.md']
+
+
+def get_project_dir(project_path: str) -> Path:
+    """Convert project path to Claude's storage path format."""
+    sanitized = project_path.replace('/', '-')
+    if not sanitized.startswith('-'):
+        sanitized = '-' + sanitized
+    sanitized = sanitized.replace('_', '-')
+    return Path.home() / '.claude' / 'projects' / sanitized
+
+
+def get_sessions_sorted(project_dir: Path) -> List[Path]:
+    """Get all session files sorted by modification time (newest first)."""
+    sessions = list(project_dir.glob('*.jsonl'))
+    main_sessions = [s for s in sessions if not s.name.startswith('agent-')]
+    return sorted(main_sessions, key=lambda p: p.stat().st_mtime, reverse=True)
+
+
+def parse_session_messages(session_file: Path) -> List[Dict]:
+    """Parse all messages from a session file, preserving order."""
+    messages = []
+    with open(session_file, 'r') as f:
+        for line_num, line in enumerate(f):
+            try:
+                data = json.loads(line)
+                data['_line_num'] = line_num
+                messages.append(data)
+            except json.JSONDecodeError:
+                pass
+    return messages
+
+
+def find_last_planning_update(messages: List[Dict]) -> Tuple[int, Optional[str]]:
+    """
+    Find the last time a planning file was written/edited.
+    Returns (line_number, filename) or (-1, None) if not found.
+    """
+    last_update_line = -1
+    last_update_file = None
+
+    for msg in messages:
+        msg_type = msg.get('type')
+
+        if msg_type == 'assistant':
+            content = msg.get('message', {}).get('content', [])
+            if isinstance(content, list):
+                for item in content:
+                    if item.get('type') == 'tool_use':
+                        tool_name = item.get('name', '')
+                        tool_input = item.get('input', {})
+
+                        if tool_name in ('Write', 'Edit'):
+                            file_path = tool_input.get('file_path', '')
+                            for pf in PLANNING_FILES:
+                                if file_path.endswith(pf):
+                                    last_update_line = msg['_line_num']
+                                    last_update_file = pf
+
+    return last_update_line, last_update_file
+
+
+def extract_messages_after(messages: List[Dict], after_line: int) -> List[Dict]:
+    """Extract conversation messages after a certain line number."""
+    result = []
+    for msg in messages:
+        if msg['_line_num'] <= after_line:
+            continue
+
+        msg_type = msg.get('type')
+        is_meta = msg.get('isMeta', False)
+
+        if msg_type == 'user' and not is_meta:
+            content = msg.get('message', {}).get('content', '')
+            if isinstance(content, list):
+                for item in content:
+                    if isinstance(item, dict) and item.get('type') == 'text':
+                        content = item.get('text', '')
+                        break
+                else:
+                    content = ''
+
+            if content and isinstance(content, str):
+                if content.startswith(('<local-command', '<command-', '<task-notification')):
+                    continue
+                if len(content) > 20:
+                    result.append({'role': 'user', 'content': content, 'line': msg['_line_num']})
+
+        elif msg_type == 'assistant':
+            msg_content = msg.get('message', {}).get('content', '')
+            text_content = ''
+            tool_uses = []
+
+            if isinstance(msg_content, str):
+                text_content = msg_content
+            elif isinstance(msg_content, list):
+                for item in msg_content:
+                    if item.get('type') == 'text':
+                        text_content = item.get('text', '')
+                    elif item.get('type') == 'tool_use':
+                        tool_name = item.get('name', '')
+                        tool_input = item.get('input', {})
+                        if tool_name == 'Edit':
+                            tool_uses.append(f"Edit: {tool_input.get('file_path', 'unknown')}")
+                        elif tool_name == 'Write':
+                            tool_uses.append(f"Write: {tool_input.get('file_path', 'unknown')}")
+                        elif tool_name == 'Bash':
+                            cmd = tool_input.get('command', '')[:80]
+                            tool_uses.append(f"Bash: {cmd}")
+                        else:
+                            tool_uses.append(f"{tool_name}")
+
+            if text_content or tool_uses:
+                result.append({
+                    'role': 'assistant',
+                    'content': text_content[:600] if text_content else '',
+                    'tools': tool_uses,
+                    'line': msg['_line_num']
+                })
+
+    return result
+
+
+def main():
+    project_path = sys.argv[1] if len(sys.argv) > 1 else os.getcwd()
+    project_dir = get_project_dir(project_path)
+
+    # Check if planning files exist (indicates active task)
+    has_planning_files = any(
+        Path(project_path, f).exists() for f in PLANNING_FILES
+    )
+
+    if not project_dir.exists():
+        # No previous sessions, nothing to catch up on
+        return
+
+    sessions = get_sessions_sorted(project_dir)
+    if len(sessions) < 1:
+        return
+
+    # Find a substantial previous session
+    target_session = None
+    for session in sessions:
+        if session.stat().st_size > 5000:
+            target_session = session
+            break
+
+    if not target_session:
+        return
+
+    messages = parse_session_messages(target_session)
+    last_update_line, last_update_file = find_last_planning_update(messages)
+
+    # Only output if there's unsynced content
+    if last_update_line < 0:
+        messages_after = extract_messages_after(messages, len(messages) - 30)
+    else:
+        messages_after = extract_messages_after(messages, last_update_line)
+
+    if not messages_after:
+        return
+
+    # Output catchup report
+    print("\n[planning-with-files] SESSION CATCHUP DETECTED")
+    print(f"Previous session: {target_session.stem}")
+
+    if last_update_line >= 0:
+        print(f"Last planning update: {last_update_file} at message #{last_update_line}")
+        print(f"Unsynced messages: {len(messages_after)}")
+    else:
+        print("No planning file updates found in previous session")
+
+    print("\n--- UNSYNCED CONTEXT ---")
+    for msg in messages_after[-15:]:  # Last 15 messages
+        if msg['role'] == 'user':
+            print(f"USER: {msg['content'][:300]}")
+        else:
+            if msg.get('content'):
+                print(f"CLAUDE: {msg['content'][:300]}")
+            if msg.get('tools'):
+                print(f"  Tools: {', '.join(msg['tools'][:4])}")
+
+    print("\n--- RECOMMENDED ---")
+    print("1. Run: git diff --stat")
+    print("2. Read: task_plan.md, progress.md, findings.md")
+    print("3. Update planning files based on above context")
+    print("4. Continue with task")
+
+
+if __name__ == '__main__':
+    main()

.cursor/skills/planning-with-files/SKILL.md

@@ -0,0 +1,230 @@
+---
+name: planning-with-files
+version: "2.4.1"
+description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after /clear.
+user-invocable: true
+allowed-tools:
+  - Read
+  - Write
+  - Edit
+  - Bash
+  - Glob
+  - Grep
+  - WebFetch
+  - WebSearch
+hooks:
+  PreToolUse:
+    - matcher: "Write|Edit|Bash|Read|Glob|Grep"
+      hooks:
+        - type: command
+          command: "cat task_plan.md 2>/dev/null | head -30 || true"
+  PostToolUse:
+    - matcher: "Write|Edit"
+      hooks:
+        - type: command
+          command: "echo '[planning-with-files] File updated. If this completes a phase, update task_plan.md status.'"
+  Stop:
+    - hooks:
+        - type: command
+          command: |
+            SCRIPT_DIR="${CLAUDE_PLUGIN_ROOT:-$HOME/.claude/plugins/planning-with-files}/scripts"
+            if command -v pwsh &> /dev/null && [[ "$OSTYPE" == "msys" || "$OSTYPE" == "win32" || "$OS" == "Windows_NT" ]]; then
+              pwsh -ExecutionPolicy Bypass -File "$SCRIPT_DIR/check-complete.ps1" 2>/dev/null || powershell -ExecutionPolicy Bypass -File "$SCRIPT_DIR/check-complete.ps1" 2>/dev/null || bash "$SCRIPT_DIR/check-complete.sh"
+            else
+              bash "$SCRIPT_DIR/check-complete.sh"
+            fi
+---
+
+# Planning with Files
+
+Work like Manus: Use persistent markdown files as your "working memory on disk."
+
+## FIRST: Check for Previous Session (v2.2.0)
+
+**Before starting work**, check for unsynced context from a previous session:
+
+```bash
+# Linux/macOS (auto-detects python3 or python)
+$(command -v python3 || command -v python) ${CLAUDE_PLUGIN_ROOT}/scripts/session-catchup.py "$(pwd)"
+```
+
+```powershell
+# Windows PowerShell
+python "$env:USERPROFILE\.cursor\skills\planning-with-files\scripts\session-catchup.py" (Get-Location)
+```
+
+If catchup report shows unsynced context:
+1. Run `git diff --stat` to see actual code changes
+2. Read current planning files
+3. Update planning files based on catchup + git diff
+4. Then proceed with task
+
+## Important: Where Files Go
+
+- **Templates** are in `${CLAUDE_PLUGIN_ROOT}/templates/`
+- **Your planning files** go in **your project directory**
+
+| Location | What Goes There |
+|----------|-----------------|
+| Skill directory (`${CLAUDE_PLUGIN_ROOT}/`) | Templates, scripts, reference docs |
+| Your project directory | `task_plan.md`, `findings.md`, `progress.md` |
+
+## Quick Start
+
+Before ANY complex task:
+
+1. **Create `task_plan.md`** — Use [templates/task_plan.md](templates/task_plan.md) as reference
+2. **Create `findings.md`** — Use [templates/findings.md](templates/findings.md) as reference
+3. **Create `progress.md`** — Use [templates/progress.md](templates/progress.md) as reference
+4. **Re-read plan before decisions** — Refreshes goals in attention window
+5. **Update after each phase** — Mark complete, log errors
+
+> **Note:** Planning files go in your project root, not the skill installation folder.
+
+## The Core Pattern
+
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+
+→ Anything important gets written to disk.
+```
+
+## File Purposes
+
+| File | Purpose | When to Update |
+|------|---------|----------------|
+| `task_plan.md` | Phases, progress, decisions | After each phase |
+| `findings.md` | Research, discoveries | After ANY discovery |
+| `progress.md` | Session log, test results | Throughout session |
+
+## Critical Rules
+
+### 1. Create Plan First
+Never start a complex task without `task_plan.md`. Non-negotiable.
+
+### 2. The 2-Action Rule
+> "After every 2 view/browser/search operations, IMMEDIATELY save key findings to text files."
+
+This prevents visual/multimodal information from being lost.
+
+### 3. Read Before Decide
+Before major decisions, read the plan file. This keeps goals in your attention window.
+
+### 4. Update After Act
+After completing any phase:
+- Mark phase status: `in_progress` → `complete`
+- Log any errors encountered
+- Note files created/modified
+
+### 5. Log ALL Errors
+Every error goes in the plan file. This builds knowledge and prevents repetition.
+
+```markdown
+## Errors Encountered
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+| FileNotFoundError | 1 | Created default config |
+| API timeout | 2 | Added retry logic |
+```
+
+### 6. Never Repeat Failures
+```
+if action_failed:
+    next_action != same_action
+```
+Track what you tried. Mutate the approach.
+
+## The 3-Strike Error Protocol
+
+```
+ATTEMPT 1: Diagnose & Fix
+  → Read error carefully
+  → Identify root cause
+  → Apply targeted fix
+
+ATTEMPT 2: Alternative Approach
+  → Same error? Try different method
+  → Different tool? Different library?
+  → NEVER repeat exact same failing action
+
+ATTEMPT 3: Broader Rethink
+  → Question assumptions
+  → Search for solutions
+  → Consider updating the plan
+
+AFTER 3 FAILURES: Escalate to User
+  → Explain what you tried
+  → Share the specific error
+  → Ask for guidance
+```
+
+## Read vs Write Decision Matrix
+
+| Situation | Action | Reason |
+|-----------|--------|--------|
+| Just wrote a file | DON'T read | Content still in context |
+| Viewed image/PDF | Write findings NOW | Multimodal → text before lost |
+| Browser returned data | Write to file | Screenshots don't persist |
+| Starting new phase | Read plan/findings | Re-orient if context stale |
+| Error occurred | Read relevant file | Need current state to fix |
+| Resuming after gap | Read all planning files | Recover state |
+
+## The 5-Question Reboot Test
+
+If you can answer these, your context management is solid:
+
+| Question | Answer Source |
+|----------|---------------|
+| Where am I? | Current phase in task_plan.md |
+| Where am I going? | Remaining phases |
+| What's the goal? | Goal statement in plan |
+| What have I learned? | findings.md |
+| What have I done? | progress.md |
+
+## When to Use This Pattern
+
+**Use for:**
+- Multi-step tasks (3+ steps)
+- Research tasks
+- Building/creating projects
+- Tasks spanning many tool calls
+- Anything requiring organization
+
+**Skip for:**
+- Simple questions
+- Single-file edits
+- Quick lookups
+
+## Templates
+
+Copy these templates to start:
+
+- [templates/task_plan.md](templates/task_plan.md) — Phase tracking
+- [templates/findings.md](templates/findings.md) — Research storage
+- [templates/progress.md](templates/progress.md) — Session logging
+
+## Scripts
+
+Helper scripts for automation:
+
+- `scripts/init-session.sh` — Initialize all planning files
+- `scripts/check-complete.sh` — Verify all phases complete
+- `scripts/session-catchup.py` — Recover context from previous session (v2.2.0)
+
+## Advanced Topics
+
+- **Manus Principles:** See [reference.md](reference.md)
+- **Real Examples:** See [examples.md](examples.md)
+
+## Anti-Patterns
+
+| Don't | Do Instead |
+|-------|------------|
+| Use TodoWrite for persistence | Create task_plan.md file |
+| State goals once and forget | Re-read plan before decisions |
+| Hide errors and retry silently | Log errors to plan file |
+| Stuff everything in context | Store large content in files |
+| Start executing immediately | Create plan file FIRST |
+| Repeat failed actions | Track attempts, mutate approach |
+| Create files in skill directory | Create files in your project |

.cursor/skills/planning-with-files/examples.md

@@ -0,0 +1,202 @@
+# Examples: Planning with Files in Action
+
+## Example 1: Research Task
+
+**User Request:** "Research the benefits of morning exercise and write a summary"
+
+### Loop 1: Create Plan
+```bash
+Write task_plan.md
+```
+
+```markdown
+# Task Plan: Morning Exercise Benefits Research
+
+## Goal
+Create a research summary on the benefits of morning exercise.
+
+## Phases
+- [ ] Phase 1: Create this plan ✓
+- [ ] Phase 2: Search and gather sources
+- [ ] Phase 3: Synthesize findings
+- [ ] Phase 4: Deliver summary
+
+## Key Questions
+1. What are the physical health benefits?
+2. What are the mental health benefits?
+3. What scientific studies support this?
+
+## Status
+**Currently in Phase 1** - Creating plan
+```
+
+### Loop 2: Research
+```bash
+Read task_plan.md           # Refresh goals
+WebSearch "morning exercise benefits"
+Write notes.md              # Store findings
+Edit task_plan.md           # Mark Phase 2 complete
+```
+
+### Loop 3: Synthesize
+```bash
+Read task_plan.md           # Refresh goals
+Read notes.md               # Get findings
+Write morning_exercise_summary.md
+Edit task_plan.md           # Mark Phase 3 complete
+```
+
+### Loop 4: Deliver
+```bash
+Read task_plan.md           # Verify complete
+Deliver morning_exercise_summary.md
+```
+
+---
+
+## Example 2: Bug Fix Task
+
+**User Request:** "Fix the login bug in the authentication module"
+
+### task_plan.md
+```markdown
+# Task Plan: Fix Login Bug
+
+## Goal
+Identify and fix the bug preventing successful login.
+
+## Phases
+- [x] Phase 1: Understand the bug report ✓
+- [x] Phase 2: Locate relevant code ✓
+- [ ] Phase 3: Identify root cause (CURRENT)
+- [ ] Phase 4: Implement fix
+- [ ] Phase 5: Test and verify
+
+## Key Questions
+1. What error message appears?
+2. Which file handles authentication?
+3. What changed recently?
+
+## Decisions Made
+- Auth handler is in src/auth/login.ts
+- Error occurs in validateToken() function
+
+## Errors Encountered
+- [Initial] TypeError: Cannot read property 'token' of undefined
+  → Root cause: user object not awaited properly
+
+## Status
+**Currently in Phase 3** - Found root cause, preparing fix
+```
+
+---
+
+## Example 3: Feature Development
+
+**User Request:** "Add a dark mode toggle to the settings page"
+
+### The 3-File Pattern in Action
+
+**task_plan.md:**
+```markdown
+# Task Plan: Dark Mode Toggle
+
+## Goal
+Add functional dark mode toggle to settings.
+
+## Phases
+- [x] Phase 1: Research existing theme system ✓
+- [x] Phase 2: Design implementation approach ✓
+- [ ] Phase 3: Implement toggle component (CURRENT)
+- [ ] Phase 4: Add theme switching logic
+- [ ] Phase 5: Test and polish
+
+## Decisions Made
+- Using CSS custom properties for theme
+- Storing preference in localStorage
+- Toggle component in SettingsPage.tsx
+
+## Status
+**Currently in Phase 3** - Building toggle component
+```
+
+**notes.md:**
+```markdown
+# Notes: Dark Mode Implementation
+
+## Existing Theme System
+- Located in: src/styles/theme.ts
+- Uses: CSS custom properties
+- Current themes: light only
+
+## Files to Modify
+1. src/styles/theme.ts - Add dark theme colors
+2. src/components/SettingsPage.tsx - Add toggle
+3. src/hooks/useTheme.ts - Create new hook
+4. src/App.tsx - Wrap with ThemeProvider
+
+## Color Decisions
+- Dark background: #1a1a2e
+- Dark surface: #16213e
+- Dark text: #eaeaea
+```
+
+**dark_mode_implementation.md:** (deliverable)
+```markdown
+# Dark Mode Implementation
+
+## Changes Made
+
+### 1. Added dark theme colors
+File: src/styles/theme.ts
+...
+
+### 2. Created useTheme hook
+File: src/hooks/useTheme.ts
+...
+```
+
+---
+
+## Example 4: Error Recovery Pattern
+
+When something fails, DON'T hide it:
+
+### Before (Wrong)
+```
+Action: Read config.json
+Error: File not found
+Action: Read config.json  # Silent retry
+Action: Read config.json  # Another retry
+```
+
+### After (Correct)
+```
+Action: Read config.json
+Error: File not found
+
+# Update task_plan.md:
+## Errors Encountered
+- config.json not found → Will create default config
+
+Action: Write config.json (default config)
+Action: Read config.json
+Success!
+```
+
+---
+
+## The Read-Before-Decide Pattern
+
+**Always read your plan before major decisions:**
+
+```
+[Many tool calls have happened...]
+[Context is getting long...]
+[Original goal might be forgotten...]
+
+→ Read task_plan.md          # This brings goals back into attention!
+→ Now make the decision       # Goals are fresh in context
+```
+
+This is why Manus can handle ~50 tool calls without losing track. The plan file acts as a "goal refresh" mechanism.

.cursor/skills/planning-with-files/reference.md

@@ -0,0 +1,218 @@
+# Reference: Manus Context Engineering Principles
+
+This skill is based on context engineering principles from Manus, the AI agent company acquired by Meta for $2 billion in December 2025.
+
+## The 6 Manus Principles
+
+### Principle 1: Design Around KV-Cache
+
+> "KV-cache hit rate is THE single most important metric for production AI agents."
+
+**Statistics:**
+- ~100:1 input-to-output token ratio
+- Cached tokens: $0.30/MTok vs Uncached: $3/MTok
+- 10x cost difference!
+
+**Implementation:**
+- Keep prompt prefixes STABLE (single-token change invalidates cache)
+- NO timestamps in system prompts
+- Make context APPEND-ONLY with deterministic serialization
+
+### Principle 2: Mask, Don't Remove
+
+Don't dynamically remove tools (breaks KV-cache). Use logit masking instead.
+
+**Best Practice:** Use consistent action prefixes (e.g., `browser_`, `shell_`, `file_`) for easier masking.
+
+### Principle 3: Filesystem as External Memory
+
+> "Markdown is my 'working memory' on disk."
+
+**The Formula:**
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+```
+
+**Compression Must Be Restorable:**
+- Keep URLs even if web content is dropped
+- Keep file paths when dropping document contents
+- Never lose the pointer to full data
+
+### Principle 4: Manipulate Attention Through Recitation
+
+> "Creates and updates todo.md throughout tasks to push global plan into model's recent attention span."
+
+**Problem:** After ~50 tool calls, models forget original goals ("lost in the middle" effect).
+
+**Solution:** Re-read `task_plan.md` before each decision. Goals appear in the attention window.
+
+```
+Start of context: [Original goal - far away, forgotten]
+...many tool calls...
+End of context: [Recently read task_plan.md - gets ATTENTION!]
+```
+
+### Principle 5: Keep the Wrong Stuff In
+
+> "Leave the wrong turns in the context."
+
+**Why:**
+- Failed actions with stack traces let model implicitly update beliefs
+- Reduces mistake repetition
+- Error recovery is "one of the clearest signals of TRUE agentic behavior"
+
+### Principle 6: Don't Get Few-Shotted
+
+> "Uniformity breeds fragility."
+
+**Problem:** Repetitive action-observation pairs cause drift and hallucination.
+
+**Solution:** Introduce controlled variation:
+- Vary phrasings slightly
+- Don't copy-paste patterns blindly
+- Recalibrate on repetitive tasks
+
+---
+
+## The 3 Context Engineering Strategies
+
+Based on Lance Martin's analysis of Manus architecture.
+
+### Strategy 1: Context Reduction
+
+**Compaction:**
+```
+Tool calls have TWO representations:
+├── FULL: Raw tool content (stored in filesystem)
+└── COMPACT: Reference/file path only
+
+RULES:
+- Apply compaction to STALE (older) tool results
+- Keep RECENT results FULL (to guide next decision)
+```
+
+**Summarization:**
+- Applied when compaction reaches diminishing returns
+- Generated using full tool results
+- Creates standardized summary objects
+
+### Strategy 2: Context Isolation (Multi-Agent)
+
+**Architecture:**
+```
+┌─────────────────────────────────┐
+│         PLANNER AGENT           │
+│  └─ Assigns tasks to sub-agents │
+├─────────────────────────────────┤
+│       KNOWLEDGE MANAGER         │
+│  └─ Reviews conversations       │
+│  └─ Determines filesystem store │
+├─────────────────────────────────┤
+│      EXECUTOR SUB-AGENTS        │
+│  └─ Perform assigned tasks      │
+│  └─ Have own context windows    │
+└─────────────────────────────────┘
+```
+
+**Key Insight:** Manus originally used `todo.md` for task planning but found ~33% of actions were spent updating it. Shifted to dedicated planner agent calling executor sub-agents.
+
+### Strategy 3: Context Offloading
+
+**Tool Design:**
+- Use <20 atomic functions total
+- Store full results in filesystem, not context
+- Use `glob` and `grep` for searching
+- Progressive disclosure: load information only as needed
+
+---
+
+## The Agent Loop
+
+Manus operates in a continuous 7-step loop:
+
+```
+┌─────────────────────────────────────────┐
+│  1. ANALYZE CONTEXT                      │
+│     - Understand user intent             │
+│     - Assess current state               │
+│     - Review recent observations         │
+├─────────────────────────────────────────┤
+│  2. THINK                                │
+│     - Should I update the plan?          │
+│     - What's the next logical action?    │
+│     - Are there blockers?                │
+├─────────────────────────────────────────┤
+│  3. SELECT TOOL                          │
+│     - Choose ONE tool                    │
+│     - Ensure parameters available        │
+├─────────────────────────────────────────┤
+│  4. EXECUTE ACTION                       │
+│     - Tool runs in sandbox               │
+├─────────────────────────────────────────┤
+│  5. RECEIVE OBSERVATION                  │
+│     - Result appended to context         │
+├─────────────────────────────────────────┤
+│  6. ITERATE                              │
+│     - Return to step 1                   │
+│     - Continue until complete            │
+├─────────────────────────────────────────┤
+│  7. DELIVER OUTCOME                      │
+│     - Send results to user               │
+│     - Attach all relevant files          │
+└─────────────────────────────────────────┘
+```
+
+---
+
+## File Types Manus Creates
+
+| File | Purpose | When Created | When Updated |
+|------|---------|--------------|--------------|
+| `task_plan.md` | Phase tracking, progress | Task start | After completing phases |
+| `findings.md` | Discoveries, decisions | After ANY discovery | After viewing images/PDFs |
+| `progress.md` | Session log, what's done | At breakpoints | Throughout session |
+| Code files | Implementation | Before execution | After errors |
+
+---
+
+## Critical Constraints
+
+- **Single-Action Execution:** ONE tool call per turn. No parallel execution.
+- **Plan is Required:** Agent must ALWAYS know: goal, current phase, remaining phases
+- **Files are Memory:** Context = volatile. Filesystem = persistent.
+- **Never Repeat Failures:** If action failed, next action MUST be different
+- **Communication is a Tool:** Message types: `info` (progress), `ask` (blocking), `result` (terminal)
+
+---
+
+## Manus Statistics
+
+| Metric | Value |
+|--------|-------|
+| Average tool calls per task | ~50 |
+| Input-to-output token ratio | 100:1 |
+| Acquisition price | $2 billion |
+| Time to $100M revenue | 8 months |
+| Framework refactors since launch | 5 times |
+
+---
+
+## Key Quotes
+
+> "Context window = RAM (volatile, limited). Filesystem = Disk (persistent, unlimited). Anything important gets written to disk."
+
+> "if action_failed: next_action != same_action. Track what you tried. Mutate the approach."
+
+> "Error recovery is one of the clearest signals of TRUE agentic behavior."
+
+> "KV-cache hit rate is the single most important metric for a production-stage AI agent."
+
+> "Leave the wrong turns in the context."
+
+---
+
+## Source
+
+Based on Manus's official context engineering documentation:
+https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus

.cursor/skills/planning-with-files/templates/findings.md

@@ -0,0 +1,95 @@
+# Findings & Decisions
+<!-- 
+  WHAT: Your knowledge base for the task. Stores everything you discover and decide.
+  WHY: Context windows are limited. This file is your "external memory" - persistent and unlimited.
+  WHEN: Update after ANY discovery, especially after 2 view/browser/search operations (2-Action Rule).
+-->
+
+## Requirements
+<!-- 
+  WHAT: What the user asked for, broken down into specific requirements.
+  WHY: Keeps requirements visible so you don't forget what you're building.
+  WHEN: Fill this in during Phase 1 (Requirements & Discovery).
+  EXAMPLE:
+    - Command-line interface
+    - Add tasks
+    - List all tasks
+    - Delete tasks
+    - Python implementation
+-->
+<!-- Captured from user request -->
+-
+
+## Research Findings
+<!-- 
+  WHAT: Key discoveries from web searches, documentation reading, or exploration.
+  WHY: Multimodal content (images, browser results) doesn't persist. Write it down immediately.
+  WHEN: After EVERY 2 view/browser/search operations, update this section (2-Action Rule).
+  EXAMPLE:
+    - Python's argparse module supports subcommands for clean CLI design
+    - JSON module handles file persistence easily
+    - Standard pattern: python script.py <command> [args]
+-->
+<!-- Key discoveries during exploration -->
+-
+
+## Technical Decisions
+<!-- 
+  WHAT: Architecture and implementation choices you've made, with reasoning.
+  WHY: You'll forget why you chose a technology or approach. This table preserves that knowledge.
+  WHEN: Update whenever you make a significant technical choice.
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+    | argparse with subcommands | Clean CLI: python todo.py add "task" |
+-->
+<!-- Decisions made with rationale -->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Issues Encountered
+<!-- 
+  WHAT: Problems you ran into and how you solved them.
+  WHY: Similar to errors in task_plan.md, but focused on broader issues (not just code errors).
+  WHEN: Document when you encounter blockers or unexpected challenges.
+  EXAMPLE:
+    | Empty file causes JSONDecodeError | Added explicit empty file check before json.load() |
+-->
+<!-- Errors and how they were resolved -->
+| Issue | Resolution |
+|-------|------------|
+|       |            |
+
+## Resources
+<!-- 
+  WHAT: URLs, file paths, API references, documentation links you've found useful.
+  WHY: Easy reference for later. Don't lose important links in context.
+  WHEN: Add as you discover useful resources.
+  EXAMPLE:
+    - Python argparse docs: https://docs.python.org/3/library/argparse.html
+    - Project structure: src/main.py, src/utils.py
+-->
+<!-- URLs, file paths, API references -->
+-
+
+## Visual/Browser Findings
+<!-- 
+  WHAT: Information you learned from viewing images, PDFs, or browser results.
+  WHY: CRITICAL - Visual/multimodal content doesn't persist in context. Must be captured as text.
+  WHEN: IMMEDIATELY after viewing images or browser results. Don't wait!
+  EXAMPLE:
+    - Screenshot shows login form has email and password fields
+    - Browser shows API returns JSON with "status" and "data" keys
+-->
+<!-- CRITICAL: Update after every 2 view/browser operations -->
+<!-- Multimodal content must be captured as text immediately -->
+-
+
+---
+<!-- 
+  REMINDER: The 2-Action Rule
+  After every 2 view/browser/search operations, you MUST update this file.
+  This prevents visual information from being lost when context resets.
+-->
+*Update this file after every 2 view/browser/search operations*
+*This prevents visual information from being lost*

.cursor/skills/planning-with-files/templates/progress.md

@@ -0,0 +1,114 @@
+# Progress Log
+<!-- 
+  WHAT: Your session log - a chronological record of what you did, when, and what happened.
+  WHY: Answers "What have I done?" in the 5-Question Reboot Test. Helps you resume after breaks.
+  WHEN: Update after completing each phase or encountering errors. More detailed than task_plan.md.
+-->
+
+## Session: [DATE]
+<!-- 
+  WHAT: The date of this work session.
+  WHY: Helps track when work happened, useful for resuming after time gaps.
+  EXAMPLE: 2026-01-15
+-->
+
+### Phase 1: [Title]
+<!-- 
+  WHAT: Detailed log of actions taken during this phase.
+  WHY: Provides context for what was done, making it easier to resume or debug.
+  WHEN: Update as you work through the phase, or at least when you complete it.
+-->
+- **Status:** in_progress
+- **Started:** [timestamp]
+<!-- 
+  STATUS: Same as task_plan.md (pending, in_progress, complete)
+  TIMESTAMP: When you started this phase (e.g., "2026-01-15 10:00")
+-->
+- Actions taken:
+  <!-- 
+    WHAT: List of specific actions you performed.
+    EXAMPLE:
+      - Created todo.py with basic structure
+      - Implemented add functionality
+      - Fixed FileNotFoundError
+  -->
+  -
+- Files created/modified:
+  <!-- 
+    WHAT: Which files you created or changed.
+    WHY: Quick reference for what was touched. Helps with debugging and review.
+    EXAMPLE:
+      - todo.py (created)
+      - todos.json (created by app)
+      - task_plan.md (updated)
+  -->
+  -
+
+### Phase 2: [Title]
+<!-- 
+  WHAT: Same structure as Phase 1, for the next phase.
+  WHY: Keep a separate log entry for each phase to track progress clearly.
+-->
+- **Status:** pending
+- Actions taken:
+  -
+- Files created/modified:
+  -
+
+## Test Results
+<!-- 
+  WHAT: Table of tests you ran, what you expected, what actually happened.
+  WHY: Documents verification of functionality. Helps catch regressions.
+  WHEN: Update as you test features, especially during Phase 4 (Testing & Verification).
+  EXAMPLE:
+    | Add task | python todo.py add "Buy milk" | Task added | Task added successfully | ✓ |
+    | List tasks | python todo.py list | Shows all tasks | Shows all tasks | ✓ |
+-->
+| Test | Input | Expected | Actual | Status |
+|------|-------|----------|--------|--------|
+|      |       |          |        |        |
+
+## Error Log
+<!-- 
+  WHAT: Detailed log of every error encountered, with timestamps and resolution attempts.
+  WHY: More detailed than task_plan.md's error table. Helps you learn from mistakes.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | 2026-01-15 10:35 | FileNotFoundError | 1 | Added file existence check |
+    | 2026-01-15 10:37 | JSONDecodeError | 2 | Added empty file handling |
+-->
+<!-- Keep ALL errors - they help avoid repetition -->
+| Timestamp | Error | Attempt | Resolution |
+|-----------|-------|---------|------------|
+|           |       | 1       |            |
+
+## 5-Question Reboot Check
+<!-- 
+  WHAT: Five questions that verify your context is solid. If you can answer these, you're on track.
+  WHY: This is the "reboot test" - if you can answer all 5, you can resume work effectively.
+  WHEN: Update periodically, especially when resuming after a break or context reset.
+  
+  THE 5 QUESTIONS:
+  1. Where am I? → Current phase in task_plan.md
+  2. Where am I going? → Remaining phases
+  3. What's the goal? → Goal statement in task_plan.md
+  4. What have I learned? → See findings.md
+  5. What have I done? → See progress.md (this file)
+-->
+<!-- If you can answer these, context is solid -->
+| Question | Answer |
+|----------|--------|
+| Where am I? | Phase X |
+| Where am I going? | Remaining phases |
+| What's the goal? | [goal statement] |
+| What have I learned? | See findings.md |
+| What have I done? | See above |
+
+---
+<!-- 
+  REMINDER: 
+  - Update after completing each phase or encountering errors
+  - Be detailed - this is your "what happened" log
+  - Include timestamps for errors to track when issues occurred
+-->
+*Update after completing each phase or encountering errors*

.cursor/skills/planning-with-files/templates/task_plan.md

@@ -0,0 +1,132 @@
+# Task Plan: [Brief Description]
+<!-- 
+  WHAT: This is your roadmap for the entire task. Think of it as your "working memory on disk."
+  WHY: After 50+ tool calls, your original goals can get forgotten. This file keeps them fresh.
+  WHEN: Create this FIRST, before starting any work. Update after each phase completes.
+-->
+
+## Goal
+<!-- 
+  WHAT: One clear sentence describing what you're trying to achieve.
+  WHY: This is your north star. Re-reading this keeps you focused on the end state.
+  EXAMPLE: "Create a Python CLI todo app with add, list, and delete functionality."
+-->
+[One sentence describing the end state]
+
+## Current Phase
+<!-- 
+  WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
+  WHY: Quick reference for where you are in the task. Update this as you progress.
+-->
+Phase 1
+
+## Phases
+<!-- 
+  WHAT: Break your task into 3-7 logical phases. Each phase should be completable.
+  WHY: Breaking work into phases prevents overwhelm and makes progress visible.
+  WHEN: Update status after completing each phase: pending → in_progress → complete
+-->
+
+### Phase 1: Requirements & Discovery
+<!-- 
+  WHAT: Understand what needs to be done and gather initial information.
+  WHY: Starting without understanding leads to wasted effort. This phase prevents that.
+-->
+- [ ] Understand user intent
+- [ ] Identify constraints and requirements
+- [ ] Document findings in findings.md
+- **Status:** in_progress
+<!-- 
+  STATUS VALUES:
+  - pending: Not started yet
+  - in_progress: Currently working on this
+  - complete: Finished this phase
+-->
+
+### Phase 2: Planning & Structure
+<!-- 
+  WHAT: Decide how you'll approach the problem and what structure you'll use.
+  WHY: Good planning prevents rework. Document decisions so you remember why you chose them.
+-->
+- [ ] Define technical approach
+- [ ] Create project structure if needed
+- [ ] Document decisions with rationale
+- **Status:** pending
+
+### Phase 3: Implementation
+<!-- 
+  WHAT: Actually build/create/write the solution.
+  WHY: This is where the work happens. Break into smaller sub-tasks if needed.
+-->
+- [ ] Execute the plan step by step
+- [ ] Write code to files before executing
+- [ ] Test incrementally
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+<!-- 
+  WHAT: Verify everything works and meets requirements.
+  WHY: Catching issues early saves time. Document test results in progress.md.
+-->
+- [ ] Verify all requirements met
+- [ ] Document test results in progress.md
+- [ ] Fix any issues found
+- **Status:** pending
+
+### Phase 5: Delivery
+<!-- 
+  WHAT: Final review and handoff to user.
+  WHY: Ensures nothing is forgotten and deliverables are complete.
+-->
+- [ ] Review all output files
+- [ ] Ensure deliverables are complete
+- [ ] Deliver to user
+- **Status:** pending
+
+## Key Questions
+<!-- 
+  WHAT: Important questions you need to answer during the task.
+  WHY: These guide your research and decision-making. Answer them as you go.
+  EXAMPLE: 
+    1. Should tasks persist between sessions? (Yes - need file storage)
+    2. What format for storing tasks? (JSON file)
+-->
+1. [Question to answer]
+2. [Question to answer]
+
+## Decisions Made
+<!-- 
+  WHAT: Technical and design decisions you've made, with the reasoning behind them.
+  WHY: You'll forget why you made choices. This table helps you remember and justify decisions.
+  WHEN: Update whenever you make a significant choice (technology, approach, structure).
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+-->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Errors Encountered
+<!-- 
+  WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
+  WHY: Logging errors prevents repeating the same mistakes. This is critical for learning.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | FileNotFoundError | 1 | Check if file exists, create empty list if not |
+    | JSONDecodeError | 2 | Handle empty file case explicitly |
+-->
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+|       | 1       |            |
+
+## Notes
+<!-- 
+  REMINDERS:
+  - Update phase status as you progress: pending → in_progress → complete
+  - Re-read this plan before major decisions (attention manipulation)
+  - Log ALL errors - they help avoid repetition
+  - Never repeat a failed action - mutate your approach instead
+-->
+- Update phase status as you progress: pending → in_progress → complete
+- Re-read this plan before major decisions (attention manipulation)
+- Log ALL errors - they help avoid repetition

.factory/skills/planning-with-files/SKILL.md

@@ -1,18 +1,13 @@
+---
+name: planning-with-files
+description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls.
+---
+
 # Planning with Files
 
 Work like Manus: Use persistent markdown files as your "working memory on disk."
 
-## Quick Start
-
-Before ANY complex task:
-
-1. **Create `task_plan.md`** — Phase tracking and progress
-2. **Create `findings.md`** — Research and discoveries
-3. **Create `progress.md`** — Session log and test results
-4. **Re-read plan before decisions** — Refreshes goals in attention window
-5. **Update after each phase** — Mark complete, log errors
-
-## The Core Pattern
+## Core Principle
 
 ```
 Context Window = RAM (volatile, limited)
@@ -21,6 +16,16 @@ Filesystem = Disk (persistent, unlimited)
 → Anything important gets written to disk.
 ```
 
+## Quick Start
+
+Before ANY complex task, create these three files:
+
+1. **task_plan.md** — Track phases and progress
+2. **findings.md** — Store research and discoveries
+3. **progress.md** — Session log and test results
+
+See [templates/](./templates/) for starting templates.
+
 ## File Purposes
 
 | File | Purpose | When to Update |
@@ -101,32 +106,6 @@ AFTER 3 FAILURES: Escalate to User
 | Error occurred | Read relevant file | Need current state to fix |
 | Resuming after gap | Read all planning files | Recover state |
 
-## The 5-Question Reboot Test
-
-If you can answer these, your context management is solid:
-
-| Question | Answer Source |
-|----------|---------------|
-| Where am I? | Current phase in task_plan.md |
-| Where am I going? | Remaining phases |
-| What's the goal? | Goal statement in plan |
-| What have I learned? | findings.md |
-| What have I done? | progress.md |
-
-## Manus Principles
-
-### Principle 1: Filesystem as External Memory
-Store large content in files, keep only paths in context. Agent can "look up" information when needed.
-
-### Principle 2: Attention Manipulation
-After ~50 tool calls, models forget original goals ("lost in the middle" effect). Re-reading `task_plan.md` brings goals back into the attention window.
-
-### Principle 3: Keep Failure Traces
-Keep failed actions in the plan file. The model updates its understanding when seeing failures. Error recovery is "one of the clearest signals of TRUE agentic behavior."
-
-### Principle 4: Avoid Few-Shot Overfitting
-Vary phrasings slightly. Don't copy-paste patterns blindly. Uniformity breeds fragility.
-
 ## When to Use This Pattern
 
 **Use for:**
@@ -141,13 +120,33 @@ Vary phrasings slightly. Don't copy-paste patterns blindly. Uniformity breeds fr
 - Single-file edits
 - Quick lookups
 
+## The 5-Question Reboot Test
+
+If you can answer these, your context management is solid:
+
+| Question | Answer Source |
+|----------|---------------|
+| Where am I? | Current phase in task_plan.md |
+| Where am I going? | Remaining phases |
+| What's the goal? | Goal statement in plan |
+| What have I learned? | findings.md |
+| What have I done? | progress.md |
+
 ## Anti-Patterns
 
 | Don't | Do Instead |
 |-------|------------|
-| Use TodoWrite for persistence | Create task_plan.md file |
 | State goals once and forget | Re-read plan before decisions |
 | Hide errors and retry silently | Log errors to plan file |
 | Stuff everything in context | Store large content in files |
 | Start executing immediately | Create plan file FIRST |
 | Repeat failed actions | Track attempts, mutate approach |
+
+## Advanced Topics
+
+- **Manus Principles:** See [references.md](./references.md)
+- **Real Examples:** See [examples.md](./examples.md)
+
+---
+
+**This pattern is why Manus went from launch to $2B acquisition in 8 months.**

.factory/skills/planning-with-files/examples.md

@@ -0,0 +1,202 @@
+# Examples: Planning with Files in Action
+
+## Example 1: Research Task
+
+**User Request:** "Research the benefits of morning exercise and write a summary"
+
+### Loop 1: Create Plan
+```bash
+Write task_plan.md
+```
+
+```markdown
+# Task Plan: Morning Exercise Benefits Research
+
+## Goal
+Create a research summary on the benefits of morning exercise.
+
+## Phases
+- [ ] Phase 1: Create this plan ✓
+- [ ] Phase 2: Search and gather sources
+- [ ] Phase 3: Synthesize findings
+- [ ] Phase 4: Deliver summary
+
+## Key Questions
+1. What are the physical health benefits?
+2. What are the mental health benefits?
+3. What scientific studies support this?
+
+## Status
+**Currently in Phase 1** - Creating plan
+```
+
+### Loop 2: Research
+```bash
+Read task_plan.md           # Refresh goals
+WebSearch "morning exercise benefits"
+Write notes.md              # Store findings
+Edit task_plan.md           # Mark Phase 2 complete
+```
+
+### Loop 3: Synthesize
+```bash
+Read task_plan.md           # Refresh goals
+Read notes.md               # Get findings
+Write morning_exercise_summary.md
+Edit task_plan.md           # Mark Phase 3 complete
+```
+
+### Loop 4: Deliver
+```bash
+Read task_plan.md           # Verify complete
+Deliver morning_exercise_summary.md
+```
+
+---
+
+## Example 2: Bug Fix Task
+
+**User Request:** "Fix the login bug in the authentication module"
+
+### task_plan.md
+```markdown
+# Task Plan: Fix Login Bug
+
+## Goal
+Identify and fix the bug preventing successful login.
+
+## Phases
+- [x] Phase 1: Understand the bug report ✓
+- [x] Phase 2: Locate relevant code ✓
+- [ ] Phase 3: Identify root cause (CURRENT)
+- [ ] Phase 4: Implement fix
+- [ ] Phase 5: Test and verify
+
+## Key Questions
+1. What error message appears?
+2. Which file handles authentication?
+3. What changed recently?
+
+## Decisions Made
+- Auth handler is in src/auth/login.ts
+- Error occurs in validateToken() function
+
+## Errors Encountered
+- [Initial] TypeError: Cannot read property 'token' of undefined
+  → Root cause: user object not awaited properly
+
+## Status
+**Currently in Phase 3** - Found root cause, preparing fix
+```
+
+---
+
+## Example 3: Feature Development
+
+**User Request:** "Add a dark mode toggle to the settings page"
+
+### The 3-File Pattern in Action
+
+**task_plan.md:**
+```markdown
+# Task Plan: Dark Mode Toggle
+
+## Goal
+Add functional dark mode toggle to settings.
+
+## Phases
+- [x] Phase 1: Research existing theme system ✓
+- [x] Phase 2: Design implementation approach ✓
+- [ ] Phase 3: Implement toggle component (CURRENT)
+- [ ] Phase 4: Add theme switching logic
+- [ ] Phase 5: Test and polish
+
+## Decisions Made
+- Using CSS custom properties for theme
+- Storing preference in localStorage
+- Toggle component in SettingsPage.tsx
+
+## Status
+**Currently in Phase 3** - Building toggle component
+```
+
+**notes.md:**
+```markdown
+# Notes: Dark Mode Implementation
+
+## Existing Theme System
+- Located in: src/styles/theme.ts
+- Uses: CSS custom properties
+- Current themes: light only
+
+## Files to Modify
+1. src/styles/theme.ts - Add dark theme colors
+2. src/components/SettingsPage.tsx - Add toggle
+3. src/hooks/useTheme.ts - Create new hook
+4. src/App.tsx - Wrap with ThemeProvider
+
+## Color Decisions
+- Dark background: #1a1a2e
+- Dark surface: #16213e
+- Dark text: #eaeaea
+```
+
+**dark_mode_implementation.md:** (deliverable)
+```markdown
+# Dark Mode Implementation
+
+## Changes Made
+
+### 1. Added dark theme colors
+File: src/styles/theme.ts
+...
+
+### 2. Created useTheme hook
+File: src/hooks/useTheme.ts
+...
+```
+
+---
+
+## Example 4: Error Recovery Pattern
+
+When something fails, DON'T hide it:
+
+### Before (Wrong)
+```
+Action: Read config.json
+Error: File not found
+Action: Read config.json  # Silent retry
+Action: Read config.json  # Another retry
+```
+
+### After (Correct)
+```
+Action: Read config.json
+Error: File not found
+
+# Update task_plan.md:
+## Errors Encountered
+- config.json not found → Will create default config
+
+Action: Write config.json (default config)
+Action: Read config.json
+Success!
+```
+
+---
+
+## The Read-Before-Decide Pattern
+
+**Always read your plan before major decisions:**
+
+```
+[Many tool calls have happened...]
+[Context is getting long...]
+[Original goal might be forgotten...]
+
+→ Read task_plan.md          # This brings goals back into attention!
+→ Now make the decision       # Goals are fresh in context
+```
+
+This is why Manus can handle ~50 tool calls without losing track. The plan file acts as a "goal refresh" mechanism.

.factory/skills/planning-with-files/references.md

@@ -0,0 +1,218 @@
+# Reference: Manus Context Engineering Principles
+
+This skill is based on context engineering principles from Manus, the AI agent company acquired by Meta for $2 billion in December 2025.
+
+## The 6 Manus Principles
+
+### Principle 1: Design Around KV-Cache
+
+> "KV-cache hit rate is THE single most important metric for production AI agents."
+
+**Statistics:**
+- ~100:1 input-to-output token ratio
+- Cached tokens: $0.30/MTok vs Uncached: $3/MTok
+- 10x cost difference!
+
+**Implementation:**
+- Keep prompt prefixes STABLE (single-token change invalidates cache)
+- NO timestamps in system prompts
+- Make context APPEND-ONLY with deterministic serialization
+
+### Principle 2: Mask, Don't Remove
+
+Don't dynamically remove tools (breaks KV-cache). Use logit masking instead.
+
+**Best Practice:** Use consistent action prefixes (e.g., `browser_`, `shell_`, `file_`) for easier masking.
+
+### Principle 3: Filesystem as External Memory
+
+> "Markdown is my 'working memory' on disk."
+
+**The Formula:**
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+```
+
+**Compression Must Be Restorable:**
+- Keep URLs even if web content is dropped
+- Keep file paths when dropping document contents
+- Never lose the pointer to full data
+
+### Principle 4: Manipulate Attention Through Recitation
+
+> "Creates and updates todo.md throughout tasks to push global plan into model's recent attention span."
+
+**Problem:** After ~50 tool calls, models forget original goals ("lost in the middle" effect).
+
+**Solution:** Re-read `task_plan.md` before each decision. Goals appear in the attention window.
+
+```
+Start of context: [Original goal - far away, forgotten]
+...many tool calls...
+End of context: [Recently read task_plan.md - gets ATTENTION!]
+```
+
+### Principle 5: Keep the Wrong Stuff In
+
+> "Leave the wrong turns in the context."
+
+**Why:**
+- Failed actions with stack traces let model implicitly update beliefs
+- Reduces mistake repetition
+- Error recovery is "one of the clearest signals of TRUE agentic behavior"
+
+### Principle 6: Don't Get Few-Shotted
+
+> "Uniformity breeds fragility."
+
+**Problem:** Repetitive action-observation pairs cause drift and hallucination.
+
+**Solution:** Introduce controlled variation:
+- Vary phrasings slightly
+- Don't copy-paste patterns blindly
+- Recalibrate on repetitive tasks
+
+---
+
+## The 3 Context Engineering Strategies
+
+Based on Lance Martin's analysis of Manus architecture.
+
+### Strategy 1: Context Reduction
+
+**Compaction:**
+```
+Tool calls have TWO representations:
+├── FULL: Raw tool content (stored in filesystem)
+└── COMPACT: Reference/file path only
+
+RULES:
+- Apply compaction to STALE (older) tool results
+- Keep RECENT results FULL (to guide next decision)
+```
+
+**Summarization:**
+- Applied when compaction reaches diminishing returns
+- Generated using full tool results
+- Creates standardized summary objects
+
+### Strategy 2: Context Isolation (Multi-Agent)
+
+**Architecture:**
+```
+┌─────────────────────────────────┐
+│         PLANNER AGENT           │
+│  └─ Assigns tasks to sub-agents │
+├─────────────────────────────────┤
+│       KNOWLEDGE MANAGER         │
+│  └─ Reviews conversations       │
+│  └─ Determines filesystem store │
+├─────────────────────────────────┤
+│      EXECUTOR SUB-AGENTS        │
+│  └─ Perform assigned tasks      │
+│  └─ Have own context windows    │
+└─────────────────────────────────┘
+```
+
+**Key Insight:** Manus originally used `todo.md` for task planning but found ~33% of actions were spent updating it. Shifted to dedicated planner agent calling executor sub-agents.
+
+### Strategy 3: Context Offloading
+
+**Tool Design:**
+- Use <20 atomic functions total
+- Store full results in filesystem, not context
+- Use `glob` and `grep` for searching
+- Progressive disclosure: load information only as needed
+
+---
+
+## The Agent Loop
+
+Manus operates in a continuous 7-step loop:
+
+```
+┌─────────────────────────────────────────┐
+│  1. ANALYZE CONTEXT                      │
+│     - Understand user intent             │
+│     - Assess current state               │
+│     - Review recent observations         │
+├─────────────────────────────────────────┤
+│  2. THINK                                │
+│     - Should I update the plan?          │
+│     - What's the next logical action?    │
+│     - Are there blockers?                │
+├─────────────────────────────────────────┤
+│  3. SELECT TOOL                          │
+│     - Choose ONE tool                    │
+│     - Ensure parameters available        │
+├─────────────────────────────────────────┤
+│  4. EXECUTE ACTION                       │
+│     - Tool runs in sandbox               │
+├─────────────────────────────────────────┤
+│  5. RECEIVE OBSERVATION                  │
+│     - Result appended to context         │
+├─────────────────────────────────────────┤
+│  6. ITERATE                              │
+│     - Return to step 1                   │
+│     - Continue until complete            │
+├─────────────────────────────────────────┤
+│  7. DELIVER OUTCOME                      │
+│     - Send results to user               │
+│     - Attach all relevant files          │
+└─────────────────────────────────────────┘
+```
+
+---
+
+## File Types Manus Creates
+
+| File | Purpose | When Created | When Updated |
+|------|---------|--------------|--------------|
+| `task_plan.md` | Phase tracking, progress | Task start | After completing phases |
+| `findings.md` | Discoveries, decisions | After ANY discovery | After viewing images/PDFs |
+| `progress.md` | Session log, what's done | At breakpoints | Throughout session |
+| Code files | Implementation | Before execution | After errors |
+
+---
+
+## Critical Constraints
+
+- **Single-Action Execution:** ONE tool call per turn. No parallel execution.
+- **Plan is Required:** Agent must ALWAYS know: goal, current phase, remaining phases
+- **Files are Memory:** Context = volatile. Filesystem = persistent.
+- **Never Repeat Failures:** If action failed, next action MUST be different
+- **Communication is a Tool:** Message types: `info` (progress), `ask` (blocking), `result` (terminal)
+
+---
+
+## Manus Statistics
+
+| Metric | Value |
+|--------|-------|
+| Average tool calls per task | ~50 |
+| Input-to-output token ratio | 100:1 |
+| Acquisition price | $2 billion |
+| Time to $100M revenue | 8 months |
+| Framework refactors since launch | 5 times |
+
+---
+
+## Key Quotes
+
+> "Context window = RAM (volatile, limited). Filesystem = Disk (persistent, unlimited). Anything important gets written to disk."
+
+> "if action_failed: next_action != same_action. Track what you tried. Mutate the approach."
+
+> "Error recovery is one of the clearest signals of TRUE agentic behavior."
+
+> "KV-cache hit rate is the single most important metric for a production-stage AI agent."
+
+> "Leave the wrong turns in the context."
+
+---
+
+## Source
+
+Based on Manus's official context engineering documentation:
+https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus

.factory/skills/planning-with-files/templates/findings.md

@@ -0,0 +1,95 @@
+# Findings & Decisions
+<!-- 
+  WHAT: Your knowledge base for the task. Stores everything you discover and decide.
+  WHY: Context windows are limited. This file is your "external memory" - persistent and unlimited.
+  WHEN: Update after ANY discovery, especially after 2 view/browser/search operations (2-Action Rule).
+-->
+
+## Requirements
+<!-- 
+  WHAT: What the user asked for, broken down into specific requirements.
+  WHY: Keeps requirements visible so you don't forget what you're building.
+  WHEN: Fill this in during Phase 1 (Requirements & Discovery).
+  EXAMPLE:
+    - Command-line interface
+    - Add tasks
+    - List all tasks
+    - Delete tasks
+    - Python implementation
+-->
+<!-- Captured from user request -->
+-
+
+## Research Findings
+<!-- 
+  WHAT: Key discoveries from web searches, documentation reading, or exploration.
+  WHY: Multimodal content (images, browser results) doesn't persist. Write it down immediately.
+  WHEN: After EVERY 2 view/browser/search operations, update this section (2-Action Rule).
+  EXAMPLE:
+    - Python's argparse module supports subcommands for clean CLI design
+    - JSON module handles file persistence easily
+    - Standard pattern: python script.py <command> [args]
+-->
+<!-- Key discoveries during exploration -->
+-
+
+## Technical Decisions
+<!-- 
+  WHAT: Architecture and implementation choices you've made, with reasoning.
+  WHY: You'll forget why you chose a technology or approach. This table preserves that knowledge.
+  WHEN: Update whenever you make a significant technical choice.
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+    | argparse with subcommands | Clean CLI: python todo.py add "task" |
+-->
+<!-- Decisions made with rationale -->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Issues Encountered
+<!-- 
+  WHAT: Problems you ran into and how you solved them.
+  WHY: Similar to errors in task_plan.md, but focused on broader issues (not just code errors).
+  WHEN: Document when you encounter blockers or unexpected challenges.
+  EXAMPLE:
+    | Empty file causes JSONDecodeError | Added explicit empty file check before json.load() |
+-->
+<!-- Errors and how they were resolved -->
+| Issue | Resolution |
+|-------|------------|
+|       |            |
+
+## Resources
+<!-- 
+  WHAT: URLs, file paths, API references, documentation links you've found useful.
+  WHY: Easy reference for later. Don't lose important links in context.
+  WHEN: Add as you discover useful resources.
+  EXAMPLE:
+    - Python argparse docs: https://docs.python.org/3/library/argparse.html
+    - Project structure: src/main.py, src/utils.py
+-->
+<!-- URLs, file paths, API references -->
+-
+
+## Visual/Browser Findings
+<!-- 
+  WHAT: Information you learned from viewing images, PDFs, or browser results.
+  WHY: CRITICAL - Visual/multimodal content doesn't persist in context. Must be captured as text.
+  WHEN: IMMEDIATELY after viewing images or browser results. Don't wait!
+  EXAMPLE:
+    - Screenshot shows login form has email and password fields
+    - Browser shows API returns JSON with "status" and "data" keys
+-->
+<!-- CRITICAL: Update after every 2 view/browser operations -->
+<!-- Multimodal content must be captured as text immediately -->
+-
+
+---
+<!-- 
+  REMINDER: The 2-Action Rule
+  After every 2 view/browser/search operations, you MUST update this file.
+  This prevents visual information from being lost when context resets.
+-->
+*Update this file after every 2 view/browser/search operations*
+*This prevents visual information from being lost*

.factory/skills/planning-with-files/templates/progress.md

@@ -0,0 +1,114 @@
+# Progress Log
+<!-- 
+  WHAT: Your session log - a chronological record of what you did, when, and what happened.
+  WHY: Answers "What have I done?" in the 5-Question Reboot Test. Helps you resume after breaks.
+  WHEN: Update after completing each phase or encountering errors. More detailed than task_plan.md.
+-->
+
+## Session: [DATE]
+<!-- 
+  WHAT: The date of this work session.
+  WHY: Helps track when work happened, useful for resuming after time gaps.
+  EXAMPLE: 2026-01-15
+-->
+
+### Phase 1: [Title]
+<!-- 
+  WHAT: Detailed log of actions taken during this phase.
+  WHY: Provides context for what was done, making it easier to resume or debug.
+  WHEN: Update as you work through the phase, or at least when you complete it.
+-->
+- **Status:** in_progress
+- **Started:** [timestamp]
+<!-- 
+  STATUS: Same as task_plan.md (pending, in_progress, complete)
+  TIMESTAMP: When you started this phase (e.g., "2026-01-15 10:00")
+-->
+- Actions taken:
+  <!-- 
+    WHAT: List of specific actions you performed.
+    EXAMPLE:
+      - Created todo.py with basic structure
+      - Implemented add functionality
+      - Fixed FileNotFoundError
+  -->
+  -
+- Files created/modified:
+  <!-- 
+    WHAT: Which files you created or changed.
+    WHY: Quick reference for what was touched. Helps with debugging and review.
+    EXAMPLE:
+      - todo.py (created)
+      - todos.json (created by app)
+      - task_plan.md (updated)
+  -->
+  -
+
+### Phase 2: [Title]
+<!-- 
+  WHAT: Same structure as Phase 1, for the next phase.
+  WHY: Keep a separate log entry for each phase to track progress clearly.
+-->
+- **Status:** pending
+- Actions taken:
+  -
+- Files created/modified:
+  -
+
+## Test Results
+<!-- 
+  WHAT: Table of tests you ran, what you expected, what actually happened.
+  WHY: Documents verification of functionality. Helps catch regressions.
+  WHEN: Update as you test features, especially during Phase 4 (Testing & Verification).
+  EXAMPLE:
+    | Add task | python todo.py add "Buy milk" | Task added | Task added successfully | ✓ |
+    | List tasks | python todo.py list | Shows all tasks | Shows all tasks | ✓ |
+-->
+| Test | Input | Expected | Actual | Status |
+|------|-------|----------|--------|--------|
+|      |       |          |        |        |
+
+## Error Log
+<!-- 
+  WHAT: Detailed log of every error encountered, with timestamps and resolution attempts.
+  WHY: More detailed than task_plan.md's error table. Helps you learn from mistakes.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | 2026-01-15 10:35 | FileNotFoundError | 1 | Added file existence check |
+    | 2026-01-15 10:37 | JSONDecodeError | 2 | Added empty file handling |
+-->
+<!-- Keep ALL errors - they help avoid repetition -->
+| Timestamp | Error | Attempt | Resolution |
+|-----------|-------|---------|------------|
+|           |       | 1       |            |
+
+## 5-Question Reboot Check
+<!-- 
+  WHAT: Five questions that verify your context is solid. If you can answer these, you're on track.
+  WHY: This is the "reboot test" - if you can answer all 5, you can resume work effectively.
+  WHEN: Update periodically, especially when resuming after a break or context reset.
+  
+  THE 5 QUESTIONS:
+  1. Where am I? → Current phase in task_plan.md
+  2. Where am I going? → Remaining phases
+  3. What's the goal? → Goal statement in task_plan.md
+  4. What have I learned? → See findings.md
+  5. What have I done? → See progress.md (this file)
+-->
+<!-- If you can answer these, context is solid -->
+| Question | Answer |
+|----------|--------|
+| Where am I? | Phase X |
+| Where am I going? | Remaining phases |
+| What's the goal? | [goal statement] |
+| What have I learned? | See findings.md |
+| What have I done? | See above |
+
+---
+<!-- 
+  REMINDER: 
+  - Update after completing each phase or encountering errors
+  - Be detailed - this is your "what happened" log
+  - Include timestamps for errors to track when issues occurred
+-->
+*Update after completing each phase or encountering errors*

.factory/skills/planning-with-files/templates/task_plan.md

@@ -0,0 +1,132 @@
+# Task Plan: [Brief Description]
+<!-- 
+  WHAT: This is your roadmap for the entire task. Think of it as your "working memory on disk."
+  WHY: After 50+ tool calls, your original goals can get forgotten. This file keeps them fresh.
+  WHEN: Create this FIRST, before starting any work. Update after each phase completes.
+-->
+
+## Goal
+<!-- 
+  WHAT: One clear sentence describing what you're trying to achieve.
+  WHY: This is your north star. Re-reading this keeps you focused on the end state.
+  EXAMPLE: "Create a Python CLI todo app with add, list, and delete functionality."
+-->
+[One sentence describing the end state]
+
+## Current Phase
+<!-- 
+  WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
+  WHY: Quick reference for where you are in the task. Update this as you progress.
+-->
+Phase 1
+
+## Phases
+<!-- 
+  WHAT: Break your task into 3-7 logical phases. Each phase should be completable.
+  WHY: Breaking work into phases prevents overwhelm and makes progress visible.
+  WHEN: Update status after completing each phase: pending → in_progress → complete
+-->
+
+### Phase 1: Requirements & Discovery
+<!-- 
+  WHAT: Understand what needs to be done and gather initial information.
+  WHY: Starting without understanding leads to wasted effort. This phase prevents that.
+-->
+- [ ] Understand user intent
+- [ ] Identify constraints and requirements
+- [ ] Document findings in findings.md
+- **Status:** in_progress
+<!-- 
+  STATUS VALUES:
+  - pending: Not started yet
+  - in_progress: Currently working on this
+  - complete: Finished this phase
+-->
+
+### Phase 2: Planning & Structure
+<!-- 
+  WHAT: Decide how you'll approach the problem and what structure you'll use.
+  WHY: Good planning prevents rework. Document decisions so you remember why you chose them.
+-->
+- [ ] Define technical approach
+- [ ] Create project structure if needed
+- [ ] Document decisions with rationale
+- **Status:** pending
+
+### Phase 3: Implementation
+<!-- 
+  WHAT: Actually build/create/write the solution.
+  WHY: This is where the work happens. Break into smaller sub-tasks if needed.
+-->
+- [ ] Execute the plan step by step
+- [ ] Write code to files before executing
+- [ ] Test incrementally
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+<!-- 
+  WHAT: Verify everything works and meets requirements.
+  WHY: Catching issues early saves time. Document test results in progress.md.
+-->
+- [ ] Verify all requirements met
+- [ ] Document test results in progress.md
+- [ ] Fix any issues found
+- **Status:** pending
+
+### Phase 5: Delivery
+<!-- 
+  WHAT: Final review and handoff to user.
+  WHY: Ensures nothing is forgotten and deliverables are complete.
+-->
+- [ ] Review all output files
+- [ ] Ensure deliverables are complete
+- [ ] Deliver to user
+- **Status:** pending
+
+## Key Questions
+<!-- 
+  WHAT: Important questions you need to answer during the task.
+  WHY: These guide your research and decision-making. Answer them as you go.
+  EXAMPLE: 
+    1. Should tasks persist between sessions? (Yes - need file storage)
+    2. What format for storing tasks? (JSON file)
+-->
+1. [Question to answer]
+2. [Question to answer]
+
+## Decisions Made
+<!-- 
+  WHAT: Technical and design decisions you've made, with the reasoning behind them.
+  WHY: You'll forget why you made choices. This table helps you remember and justify decisions.
+  WHEN: Update whenever you make a significant choice (technology, approach, structure).
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+-->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Errors Encountered
+<!-- 
+  WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
+  WHY: Logging errors prevents repeating the same mistakes. This is critical for learning.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | FileNotFoundError | 1 | Check if file exists, create empty list if not |
+    | JSONDecodeError | 2 | Handle empty file case explicitly |
+-->
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+|       | 1       |            |
+
+## Notes
+<!-- 
+  REMINDERS:
+  - Update phase status as you progress: pending → in_progress → complete
+  - Re-read this plan before major decisions (attention manipulation)
+  - Log ALL errors - they help avoid repetition
+  - Never repeat a failed action - mutate your approach instead
+-->
+- Update phase status as you progress: pending → in_progress → complete
+- Re-read this plan before major decisions (attention manipulation)
+- Log ALL errors - they help avoid repetition

.gemini/skills/planning-with-files/SKILL.md

@@ -1,23 +1,34 @@
 ---
-description: Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use for multi-step tasks, research, or anything requiring >5 tool calls.
-globs:
-alwaysApply: false
+name: planning-with-files
+description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls.
 ---
 
 # Planning with Files
 
 Work like Manus: Use persistent markdown files as your "working memory on disk."
 
+## Important: Where Files Go
+
+- **Templates** are in this skill's `templates/` folder
+- **Your planning files** go in **your project directory**
+
+| Location | What Goes There |
+|----------|-----------------|
+| Skill directory | Templates, scripts, reference docs |
+| Your project directory | `task_plan.md`, `findings.md`, `progress.md` |
+
 ## Quick Start
 
 Before ANY complex task:
 
-1. **Create `task_plan.md`** — Phase tracking and progress
-2. **Create `findings.md`** — Research and discoveries
-3. **Create `progress.md`** — Session log and test results
+1. **Create `task_plan.md`** — Use [templates/task_plan.md](templates/task_plan.md) as reference
+2. **Create `findings.md`** — Use [templates/findings.md](templates/findings.md) as reference
+3. **Create `progress.md`** — Use [templates/progress.md](templates/progress.md) as reference
 4. **Re-read plan before decisions** — Refreshes goals in attention window
 5. **Update after each phase** — Mark complete, log errors
 
+> **Note:** Planning files go in your project root, not the skill installation folder.
+
 ## The Core Pattern
 
 ```
@@ -119,20 +130,6 @@ If you can answer these, your context management is solid:
 | What have I learned? | findings.md |
 | What have I done? | progress.md |
 
-## Manus Principles
-
-### Principle 1: Filesystem as External Memory
-Store large content in files, keep only paths in context. Agent can "look up" information when needed.
-
-### Principle 2: Attention Manipulation
-After ~50 tool calls, models forget original goals ("lost in the middle" effect). Re-reading `task_plan.md` brings goals back into the attention window.
-
-### Principle 3: Keep Failure Traces
-Keep failed actions in the plan file. The model updates its understanding when seeing failures. Error recovery is "one of the clearest signals of TRUE agentic behavior."
-
-### Principle 4: Avoid Few-Shot Overfitting
-Vary phrasings slightly. Don't copy-paste patterns blindly. Uniformity breeds fragility.
-
 ## When to Use This Pattern
 
 **Use for:**
@@ -147,13 +144,33 @@ Vary phrasings slightly. Don't copy-paste patterns blindly. Uniformity breeds fr
 - Single-file edits
 - Quick lookups
 
+## Templates
+
+Copy these templates to start:
+
+- [templates/task_plan.md](templates/task_plan.md) — Phase tracking
+- [templates/findings.md](templates/findings.md) — Research storage
+- [templates/progress.md](templates/progress.md) — Session logging
+
+## Scripts
+
+Helper scripts for automation:
+
+- `scripts/init-session.sh` — Initialize all planning files
+- `scripts/check-complete.sh` — Verify all phases complete
+
+## Advanced Topics
+
+- **Manus Principles:** See [references/reference.md](references/reference.md)
+- **Real Examples:** See [references/examples.md](references/examples.md)
+
 ## Anti-Patterns
 
 | Don't | Do Instead |
 |-------|------------|
-| Use TodoWrite for persistence | Create task_plan.md file |
 | State goals once and forget | Re-read plan before decisions |
 | Hide errors and retry silently | Log errors to plan file |
 | Stuff everything in context | Store large content in files |
 | Start executing immediately | Create plan file FIRST |
 | Repeat failed actions | Track attempts, mutate approach |
+| Create files in skill directory | Create files in your project |

.gemini/skills/planning-with-files/references/examples.md

@@ -0,0 +1,202 @@
+# Examples: Planning with Files in Action
+
+## Example 1: Research Task
+
+**User Request:** "Research the benefits of morning exercise and write a summary"
+
+### Loop 1: Create Plan
+```bash
+Write task_plan.md
+```
+
+```markdown
+# Task Plan: Morning Exercise Benefits Research
+
+## Goal
+Create a research summary on the benefits of morning exercise.
+
+## Phases
+- [ ] Phase 1: Create this plan ✓
+- [ ] Phase 2: Search and gather sources
+- [ ] Phase 3: Synthesize findings
+- [ ] Phase 4: Deliver summary
+
+## Key Questions
+1. What are the physical health benefits?
+2. What are the mental health benefits?
+3. What scientific studies support this?
+
+## Status
+**Currently in Phase 1** - Creating plan
+```
+
+### Loop 2: Research
+```bash
+Read task_plan.md           # Refresh goals
+WebSearch "morning exercise benefits"
+Write notes.md              # Store findings
+Edit task_plan.md           # Mark Phase 2 complete
+```
+
+### Loop 3: Synthesize
+```bash
+Read task_plan.md           # Refresh goals
+Read notes.md               # Get findings
+Write morning_exercise_summary.md
+Edit task_plan.md           # Mark Phase 3 complete
+```
+
+### Loop 4: Deliver
+```bash
+Read task_plan.md           # Verify complete
+Deliver morning_exercise_summary.md
+```
+
+---
+
+## Example 2: Bug Fix Task
+
+**User Request:** "Fix the login bug in the authentication module"
+
+### task_plan.md
+```markdown
+# Task Plan: Fix Login Bug
+
+## Goal
+Identify and fix the bug preventing successful login.
+
+## Phases
+- [x] Phase 1: Understand the bug report ✓
+- [x] Phase 2: Locate relevant code ✓
+- [ ] Phase 3: Identify root cause (CURRENT)
+- [ ] Phase 4: Implement fix
+- [ ] Phase 5: Test and verify
+
+## Key Questions
+1. What error message appears?
+2. Which file handles authentication?
+3. What changed recently?
+
+## Decisions Made
+- Auth handler is in src/auth/login.ts
+- Error occurs in validateToken() function
+
+## Errors Encountered
+- [Initial] TypeError: Cannot read property 'token' of undefined
+  → Root cause: user object not awaited properly
+
+## Status
+**Currently in Phase 3** - Found root cause, preparing fix
+```
+
+---
+
+## Example 3: Feature Development
+
+**User Request:** "Add a dark mode toggle to the settings page"
+
+### The 3-File Pattern in Action
+
+**task_plan.md:**
+```markdown
+# Task Plan: Dark Mode Toggle
+
+## Goal
+Add functional dark mode toggle to settings.
+
+## Phases
+- [x] Phase 1: Research existing theme system ✓
+- [x] Phase 2: Design implementation approach ✓
+- [ ] Phase 3: Implement toggle component (CURRENT)
+- [ ] Phase 4: Add theme switching logic
+- [ ] Phase 5: Test and polish
+
+## Decisions Made
+- Using CSS custom properties for theme
+- Storing preference in localStorage
+- Toggle component in SettingsPage.tsx
+
+## Status
+**Currently in Phase 3** - Building toggle component
+```
+
+**notes.md:**
+```markdown
+# Notes: Dark Mode Implementation
+
+## Existing Theme System
+- Located in: src/styles/theme.ts
+- Uses: CSS custom properties
+- Current themes: light only
+
+## Files to Modify
+1. src/styles/theme.ts - Add dark theme colors
+2. src/components/SettingsPage.tsx - Add toggle
+3. src/hooks/useTheme.ts - Create new hook
+4. src/App.tsx - Wrap with ThemeProvider
+
+## Color Decisions
+- Dark background: #1a1a2e
+- Dark surface: #16213e
+- Dark text: #eaeaea
+```
+
+**dark_mode_implementation.md:** (deliverable)
+```markdown
+# Dark Mode Implementation
+
+## Changes Made
+
+### 1. Added dark theme colors
+File: src/styles/theme.ts
+...
+
+### 2. Created useTheme hook
+File: src/hooks/useTheme.ts
+...
+```
+
+---
+
+## Example 4: Error Recovery Pattern
+
+When something fails, DON'T hide it:
+
+### Before (Wrong)
+```
+Action: Read config.json
+Error: File not found
+Action: Read config.json  # Silent retry
+Action: Read config.json  # Another retry
+```
+
+### After (Correct)
+```
+Action: Read config.json
+Error: File not found
+
+# Update task_plan.md:
+## Errors Encountered
+- config.json not found → Will create default config
+
+Action: Write config.json (default config)
+Action: Read config.json
+Success!
+```
+
+---
+
+## The Read-Before-Decide Pattern
+
+**Always read your plan before major decisions:**
+
+```
+[Many tool calls have happened...]
+[Context is getting long...]
+[Original goal might be forgotten...]
+
+→ Read task_plan.md          # This brings goals back into attention!
+→ Now make the decision       # Goals are fresh in context
+```
+
+This is why Manus can handle ~50 tool calls without losing track. The plan file acts as a "goal refresh" mechanism.

.gemini/skills/planning-with-files/references/reference.md

@@ -0,0 +1,218 @@
+# Reference: Manus Context Engineering Principles
+
+This skill is based on context engineering principles from Manus, the AI agent company acquired by Meta for $2 billion in December 2025.
+
+## The 6 Manus Principles
+
+### Principle 1: Design Around KV-Cache
+
+> "KV-cache hit rate is THE single most important metric for production AI agents."
+
+**Statistics:**
+- ~100:1 input-to-output token ratio
+- Cached tokens: $0.30/MTok vs Uncached: $3/MTok
+- 10x cost difference!
+
+**Implementation:**
+- Keep prompt prefixes STABLE (single-token change invalidates cache)
+- NO timestamps in system prompts
+- Make context APPEND-ONLY with deterministic serialization
+
+### Principle 2: Mask, Don't Remove
+
+Don't dynamically remove tools (breaks KV-cache). Use logit masking instead.
+
+**Best Practice:** Use consistent action prefixes (e.g., `browser_`, `shell_`, `file_`) for easier masking.
+
+### Principle 3: Filesystem as External Memory
+
+> "Markdown is my 'working memory' on disk."
+
+**The Formula:**
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+```
+
+**Compression Must Be Restorable:**
+- Keep URLs even if web content is dropped
+- Keep file paths when dropping document contents
+- Never lose the pointer to full data
+
+### Principle 4: Manipulate Attention Through Recitation
+
+> "Creates and updates todo.md throughout tasks to push global plan into model's recent attention span."
+
+**Problem:** After ~50 tool calls, models forget original goals ("lost in the middle" effect).
+
+**Solution:** Re-read `task_plan.md` before each decision. Goals appear in the attention window.
+
+```
+Start of context: [Original goal - far away, forgotten]
+...many tool calls...
+End of context: [Recently read task_plan.md - gets ATTENTION!]
+```
+
+### Principle 5: Keep the Wrong Stuff In
+
+> "Leave the wrong turns in the context."
+
+**Why:**
+- Failed actions with stack traces let model implicitly update beliefs
+- Reduces mistake repetition
+- Error recovery is "one of the clearest signals of TRUE agentic behavior"
+
+### Principle 6: Don't Get Few-Shotted
+
+> "Uniformity breeds fragility."
+
+**Problem:** Repetitive action-observation pairs cause drift and hallucination.
+
+**Solution:** Introduce controlled variation:
+- Vary phrasings slightly
+- Don't copy-paste patterns blindly
+- Recalibrate on repetitive tasks
+
+---
+
+## The 3 Context Engineering Strategies
+
+Based on Lance Martin's analysis of Manus architecture.
+
+### Strategy 1: Context Reduction
+
+**Compaction:**
+```
+Tool calls have TWO representations:
+├── FULL: Raw tool content (stored in filesystem)
+└── COMPACT: Reference/file path only
+
+RULES:
+- Apply compaction to STALE (older) tool results
+- Keep RECENT results FULL (to guide next decision)
+```
+
+**Summarization:**
+- Applied when compaction reaches diminishing returns
+- Generated using full tool results
+- Creates standardized summary objects
+
+### Strategy 2: Context Isolation (Multi-Agent)
+
+**Architecture:**
+```
+┌─────────────────────────────────┐
+│         PLANNER AGENT           │
+│  └─ Assigns tasks to sub-agents │
+├─────────────────────────────────┤
+│       KNOWLEDGE MANAGER         │
+│  └─ Reviews conversations       │
+│  └─ Determines filesystem store │
+├─────────────────────────────────┤
+│      EXECUTOR SUB-AGENTS        │
+│  └─ Perform assigned tasks      │
+│  └─ Have own context windows    │
+└─────────────────────────────────┘
+```
+
+**Key Insight:** Manus originally used `todo.md` for task planning but found ~33% of actions were spent updating it. Shifted to dedicated planner agent calling executor sub-agents.
+
+### Strategy 3: Context Offloading
+
+**Tool Design:**
+- Use <20 atomic functions total
+- Store full results in filesystem, not context
+- Use `glob` and `grep` for searching
+- Progressive disclosure: load information only as needed
+
+---
+
+## The Agent Loop
+
+Manus operates in a continuous 7-step loop:
+
+```
+┌─────────────────────────────────────────┐
+│  1. ANALYZE CONTEXT                      │
+│     - Understand user intent             │
+│     - Assess current state               │
+│     - Review recent observations         │
+├─────────────────────────────────────────┤
+│  2. THINK                                │
+│     - Should I update the plan?          │
+│     - What's the next logical action?    │
+│     - Are there blockers?                │
+├─────────────────────────────────────────┤
+│  3. SELECT TOOL                          │
+│     - Choose ONE tool                    │
+│     - Ensure parameters available        │
+├─────────────────────────────────────────┤
+│  4. EXECUTE ACTION                       │
+│     - Tool runs in sandbox               │
+├─────────────────────────────────────────┤
+│  5. RECEIVE OBSERVATION                  │
+│     - Result appended to context         │
+├─────────────────────────────────────────┤
+│  6. ITERATE                              │
+│     - Return to step 1                   │
+│     - Continue until complete            │
+├─────────────────────────────────────────┤
+│  7. DELIVER OUTCOME                      │
+│     - Send results to user               │
+│     - Attach all relevant files          │
+└─────────────────────────────────────────┘
+```
+
+---
+
+## File Types Manus Creates
+
+| File | Purpose | When Created | When Updated |
+|------|---------|--------------|--------------|
+| `task_plan.md` | Phase tracking, progress | Task start | After completing phases |
+| `findings.md` | Discoveries, decisions | After ANY discovery | After viewing images/PDFs |
+| `progress.md` | Session log, what's done | At breakpoints | Throughout session |
+| Code files | Implementation | Before execution | After errors |
+
+---
+
+## Critical Constraints
+
+- **Single-Action Execution:** ONE tool call per turn. No parallel execution.
+- **Plan is Required:** Agent must ALWAYS know: goal, current phase, remaining phases
+- **Files are Memory:** Context = volatile. Filesystem = persistent.
+- **Never Repeat Failures:** If action failed, next action MUST be different
+- **Communication is a Tool:** Message types: `info` (progress), `ask` (blocking), `result` (terminal)
+
+---
+
+## Manus Statistics
+
+| Metric | Value |
+|--------|-------|
+| Average tool calls per task | ~50 |
+| Input-to-output token ratio | 100:1 |
+| Acquisition price | $2 billion |
+| Time to $100M revenue | 8 months |
+| Framework refactors since launch | 5 times |
+
+---
+
+## Key Quotes
+
+> "Context window = RAM (volatile, limited). Filesystem = Disk (persistent, unlimited). Anything important gets written to disk."
+
+> "if action_failed: next_action != same_action. Track what you tried. Mutate the approach."
+
+> "Error recovery is one of the clearest signals of TRUE agentic behavior."
+
+> "KV-cache hit rate is the single most important metric for a production-stage AI agent."
+
+> "Leave the wrong turns in the context."
+
+---
+
+## Source
+
+Based on Manus's official context engineering documentation:
+https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus

.gemini/skills/planning-with-files/scripts/check-complete.ps1

@@ -0,0 +1,42 @@
+# Check if all phases in task_plan.md are complete
+# Exit 0 if complete, exit 1 if incomplete
+# Used by Stop hook to verify task completion
+
+param(
+    [string]$PlanFile = "task_plan.md"
+)
+
+if (-not (Test-Path $PlanFile)) {
+    Write-Host "ERROR: $PlanFile not found"
+    Write-Host "Cannot verify completion without a task plan."
+    exit 1
+}
+
+Write-Host "=== Task Completion Check ==="
+Write-Host ""
+
+# Read file content
+$content = Get-Content $PlanFile -Raw
+
+# Count phases by status
+$TOTAL = ([regex]::Matches($content, "### Phase")).Count
+$COMPLETE = ([regex]::Matches($content, "\*\*Status:\*\* complete")).Count
+$IN_PROGRESS = ([regex]::Matches($content, "\*\*Status:\*\* in_progress")).Count
+$PENDING = ([regex]::Matches($content, "\*\*Status:\*\* pending")).Count
+
+Write-Host "Total phases:   $TOTAL"
+Write-Host "Complete:       $COMPLETE"
+Write-Host "In progress:    $IN_PROGRESS"
+Write-Host "Pending:        $PENDING"
+Write-Host ""
+
+# Check completion
+if ($COMPLETE -eq $TOTAL -and $TOTAL -gt 0) {
+    Write-Host "ALL PHASES COMPLETE"
+    exit 0
+} else {
+    Write-Host "TASK NOT COMPLETE"
+    Write-Host ""
+    Write-Host "Do not stop until all phases are complete."
+    exit 1
+}

.gemini/skills/planning-with-files/scripts/check-complete.sh

@@ -0,0 +1,44 @@
+#!/bin/bash
+# Check if all phases in task_plan.md are complete
+# Exit 0 if complete, exit 1 if incomplete
+# Used by Stop hook to verify task completion
+
+PLAN_FILE="${1:-task_plan.md}"
+
+if [ ! -f "$PLAN_FILE" ]; then
+    echo "ERROR: $PLAN_FILE not found"
+    echo "Cannot verify completion without a task plan."
+    exit 1
+fi
+
+echo "=== Task Completion Check ==="
+echo ""
+
+# Count phases by status (using -F for fixed string matching)
+TOTAL=$(grep -c "### Phase" "$PLAN_FILE" || true)
+COMPLETE=$(grep -cF "**Status:** complete" "$PLAN_FILE" || true)
+IN_PROGRESS=$(grep -cF "**Status:** in_progress" "$PLAN_FILE" || true)
+PENDING=$(grep -cF "**Status:** pending" "$PLAN_FILE" || true)
+
+# Default to 0 if empty
+: "${TOTAL:=0}"
+: "${COMPLETE:=0}"
+: "${IN_PROGRESS:=0}"
+: "${PENDING:=0}"
+
+echo "Total phases:   $TOTAL"
+echo "Complete:       $COMPLETE"
+echo "In progress:    $IN_PROGRESS"
+echo "Pending:        $PENDING"
+echo ""
+
+# Check completion
+if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
+    echo "ALL PHASES COMPLETE"
+    exit 0
+else
+    echo "TASK NOT COMPLETE"
+    echo ""
+    echo "Do not stop until all phases are complete."
+    exit 1
+fi

.gemini/skills/planning-with-files/scripts/init-session.ps1

@@ -0,0 +1,120 @@
+# Initialize planning files for a new session
+# Usage: .\init-session.ps1 [project-name]
+
+param(
+    [string]$ProjectName = "project"
+)
+
+$DATE = Get-Date -Format "yyyy-MM-dd"
+
+Write-Host "Initializing planning files for: $ProjectName"
+
+# Create task_plan.md if it doesn't exist
+if (-not (Test-Path "task_plan.md")) {
+    @"
+# Task Plan: [Brief Description]
+
+## Goal
+[One sentence describing the end state]
+
+## Current Phase
+Phase 1
+
+## Phases
+
+### Phase 1: Requirements & Discovery
+- [ ] Understand user intent
+- [ ] Identify constraints
+- [ ] Document in findings.md
+- **Status:** in_progress
+
+### Phase 2: Planning & Structure
+- [ ] Define approach
+- [ ] Create project structure
+- **Status:** pending
+
+### Phase 3: Implementation
+- [ ] Execute the plan
+- [ ] Write to files before executing
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+- [ ] Verify requirements met
+- [ ] Document test results
+- **Status:** pending
+
+### Phase 5: Delivery
+- [ ] Review outputs
+- [ ] Deliver to user
+- **Status:** pending
+
+## Decisions Made
+| Decision | Rationale |
+|----------|-----------|
+
+## Errors Encountered
+| Error | Resolution |
+|-------|------------|
+"@ | Out-File -FilePath "task_plan.md" -Encoding UTF8
+    Write-Host "Created task_plan.md"
+} else {
+    Write-Host "task_plan.md already exists, skipping"
+}
+
+# Create findings.md if it doesn't exist
+if (-not (Test-Path "findings.md")) {
+    @"
+# Findings & Decisions
+
+## Requirements
+-
+
+## Research Findings
+-
+
+## Technical Decisions
+| Decision | Rationale |
+|----------|-----------|
+
+## Issues Encountered
+| Issue | Resolution |
+|-------|------------|
+
+## Resources
+-
+"@ | Out-File -FilePath "findings.md" -Encoding UTF8
+    Write-Host "Created findings.md"
+} else {
+    Write-Host "findings.md already exists, skipping"
+}
+
+# Create progress.md if it doesn't exist
+if (-not (Test-Path "progress.md")) {
+    @"
+# Progress Log
+
+## Session: $DATE
+
+### Current Status
+- **Phase:** 1 - Requirements & Discovery
+- **Started:** $DATE
+
+### Actions Taken
+-
+
+### Test Results
+| Test | Expected | Actual | Status |
+|------|----------|--------|--------|
+
+### Errors
+| Error | Resolution |
+|-------|------------|
+"@ | Out-File -FilePath "progress.md" -Encoding UTF8
+    Write-Host "Created progress.md"
+} else {
+    Write-Host "progress.md already exists, skipping"
+}
+
+Write-Host ""
+Write-Host "Planning files initialized!"
+Write-Host "Files: task_plan.md, findings.md, progress.md"

.gemini/skills/planning-with-files/scripts/init-session.sh

@@ -0,0 +1,120 @@
+#!/bin/bash
+# Initialize planning files for a new session
+# Usage: ./init-session.sh [project-name]
+
+set -e
+
+PROJECT_NAME="${1:-project}"
+DATE=$(date +%Y-%m-%d)
+
+echo "Initializing planning files for: $PROJECT_NAME"
+
+# Create task_plan.md if it doesn't exist
+if [ ! -f "task_plan.md" ]; then
+    cat > task_plan.md << 'EOF'
+# Task Plan: [Brief Description]
+
+## Goal
+[One sentence describing the end state]
+
+## Current Phase
+Phase 1
+
+## Phases
+
+### Phase 1: Requirements & Discovery
+- [ ] Understand user intent
+- [ ] Identify constraints
+- [ ] Document in findings.md
+- **Status:** in_progress
+
+### Phase 2: Planning & Structure
+- [ ] Define approach
+- [ ] Create project structure
+- **Status:** pending
+
+### Phase 3: Implementation
+- [ ] Execute the plan
+- [ ] Write to files before executing
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+- [ ] Verify requirements met
+- [ ] Document test results
+- **Status:** pending
+
+### Phase 5: Delivery
+- [ ] Review outputs
+- [ ] Deliver to user
+- **Status:** pending
+
+## Decisions Made
+| Decision | Rationale |
+|----------|-----------|
+
+## Errors Encountered
+| Error | Resolution |
+|-------|------------|
+EOF
+    echo "Created task_plan.md"
+else
+    echo "task_plan.md already exists, skipping"
+fi
+
+# Create findings.md if it doesn't exist
+if [ ! -f "findings.md" ]; then
+    cat > findings.md << 'EOF'
+# Findings & Decisions
+
+## Requirements
+-
+
+## Research Findings
+-
+
+## Technical Decisions
+| Decision | Rationale |
+|----------|-----------|
+
+## Issues Encountered
+| Issue | Resolution |
+|-------|------------|
+
+## Resources
+-
+EOF
+    echo "Created findings.md"
+else
+    echo "findings.md already exists, skipping"
+fi
+
+# Create progress.md if it doesn't exist
+if [ ! -f "progress.md" ]; then
+    cat > progress.md << EOF
+# Progress Log
+
+## Session: $DATE
+
+### Current Status
+- **Phase:** 1 - Requirements & Discovery
+- **Started:** $DATE
+
+### Actions Taken
+-
+
+### Test Results
+| Test | Expected | Actual | Status |
+|------|----------|--------|--------|
+
+### Errors
+| Error | Resolution |
+|-------|------------|
+EOF
+    echo "Created progress.md"
+else
+    echo "progress.md already exists, skipping"
+fi
+
+echo ""
+echo "Planning files initialized!"
+echo "Files: task_plan.md, findings.md, progress.md"

.gemini/skills/planning-with-files/templates/findings.md

@@ -0,0 +1,95 @@
+# Findings & Decisions
+<!-- 
+  WHAT: Your knowledge base for the task. Stores everything you discover and decide.
+  WHY: Context windows are limited. This file is your "external memory" - persistent and unlimited.
+  WHEN: Update after ANY discovery, especially after 2 view/browser/search operations (2-Action Rule).
+-->
+
+## Requirements
+<!-- 
+  WHAT: What the user asked for, broken down into specific requirements.
+  WHY: Keeps requirements visible so you don't forget what you're building.
+  WHEN: Fill this in during Phase 1 (Requirements & Discovery).
+  EXAMPLE:
+    - Command-line interface
+    - Add tasks
+    - List all tasks
+    - Delete tasks
+    - Python implementation
+-->
+<!-- Captured from user request -->
+-
+
+## Research Findings
+<!-- 
+  WHAT: Key discoveries from web searches, documentation reading, or exploration.
+  WHY: Multimodal content (images, browser results) doesn't persist. Write it down immediately.
+  WHEN: After EVERY 2 view/browser/search operations, update this section (2-Action Rule).
+  EXAMPLE:
+    - Python's argparse module supports subcommands for clean CLI design
+    - JSON module handles file persistence easily
+    - Standard pattern: python script.py <command> [args]
+-->
+<!-- Key discoveries during exploration -->
+-
+
+## Technical Decisions
+<!-- 
+  WHAT: Architecture and implementation choices you've made, with reasoning.
+  WHY: You'll forget why you chose a technology or approach. This table preserves that knowledge.
+  WHEN: Update whenever you make a significant technical choice.
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+    | argparse with subcommands | Clean CLI: python todo.py add "task" |
+-->
+<!-- Decisions made with rationale -->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Issues Encountered
+<!-- 
+  WHAT: Problems you ran into and how you solved them.
+  WHY: Similar to errors in task_plan.md, but focused on broader issues (not just code errors).
+  WHEN: Document when you encounter blockers or unexpected challenges.
+  EXAMPLE:
+    | Empty file causes JSONDecodeError | Added explicit empty file check before json.load() |
+-->
+<!-- Errors and how they were resolved -->
+| Issue | Resolution |
+|-------|------------|
+|       |            |
+
+## Resources
+<!-- 
+  WHAT: URLs, file paths, API references, documentation links you've found useful.
+  WHY: Easy reference for later. Don't lose important links in context.
+  WHEN: Add as you discover useful resources.
+  EXAMPLE:
+    - Python argparse docs: https://docs.python.org/3/library/argparse.html
+    - Project structure: src/main.py, src/utils.py
+-->
+<!-- URLs, file paths, API references -->
+-
+
+## Visual/Browser Findings
+<!-- 
+  WHAT: Information you learned from viewing images, PDFs, or browser results.
+  WHY: CRITICAL - Visual/multimodal content doesn't persist in context. Must be captured as text.
+  WHEN: IMMEDIATELY after viewing images or browser results. Don't wait!
+  EXAMPLE:
+    - Screenshot shows login form has email and password fields
+    - Browser shows API returns JSON with "status" and "data" keys
+-->
+<!-- CRITICAL: Update after every 2 view/browser operations -->
+<!-- Multimodal content must be captured as text immediately -->
+-
+
+---
+<!-- 
+  REMINDER: The 2-Action Rule
+  After every 2 view/browser/search operations, you MUST update this file.
+  This prevents visual information from being lost when context resets.
+-->
+*Update this file after every 2 view/browser/search operations*
+*This prevents visual information from being lost*

.gemini/skills/planning-with-files/templates/progress.md

@@ -0,0 +1,114 @@
+# Progress Log
+<!-- 
+  WHAT: Your session log - a chronological record of what you did, when, and what happened.
+  WHY: Answers "What have I done?" in the 5-Question Reboot Test. Helps you resume after breaks.
+  WHEN: Update after completing each phase or encountering errors. More detailed than task_plan.md.
+-->
+
+## Session: [DATE]
+<!-- 
+  WHAT: The date of this work session.
+  WHY: Helps track when work happened, useful for resuming after time gaps.
+  EXAMPLE: 2026-01-15
+-->
+
+### Phase 1: [Title]
+<!-- 
+  WHAT: Detailed log of actions taken during this phase.
+  WHY: Provides context for what was done, making it easier to resume or debug.
+  WHEN: Update as you work through the phase, or at least when you complete it.
+-->
+- **Status:** in_progress
+- **Started:** [timestamp]
+<!-- 
+  STATUS: Same as task_plan.md (pending, in_progress, complete)
+  TIMESTAMP: When you started this phase (e.g., "2026-01-15 10:00")
+-->
+- Actions taken:
+  <!-- 
+    WHAT: List of specific actions you performed.
+    EXAMPLE:
+      - Created todo.py with basic structure
+      - Implemented add functionality
+      - Fixed FileNotFoundError
+  -->
+  -
+- Files created/modified:
+  <!-- 
+    WHAT: Which files you created or changed.
+    WHY: Quick reference for what was touched. Helps with debugging and review.
+    EXAMPLE:
+      - todo.py (created)
+      - todos.json (created by app)
+      - task_plan.md (updated)
+  -->
+  -
+
+### Phase 2: [Title]
+<!-- 
+  WHAT: Same structure as Phase 1, for the next phase.
+  WHY: Keep a separate log entry for each phase to track progress clearly.
+-->
+- **Status:** pending
+- Actions taken:
+  -
+- Files created/modified:
+  -
+
+## Test Results
+<!-- 
+  WHAT: Table of tests you ran, what you expected, what actually happened.
+  WHY: Documents verification of functionality. Helps catch regressions.
+  WHEN: Update as you test features, especially during Phase 4 (Testing & Verification).
+  EXAMPLE:
+    | Add task | python todo.py add "Buy milk" | Task added | Task added successfully | ✓ |
+    | List tasks | python todo.py list | Shows all tasks | Shows all tasks | ✓ |
+-->
+| Test | Input | Expected | Actual | Status |
+|------|-------|----------|--------|--------|
+|      |       |          |        |        |
+
+## Error Log
+<!-- 
+  WHAT: Detailed log of every error encountered, with timestamps and resolution attempts.
+  WHY: More detailed than task_plan.md's error table. Helps you learn from mistakes.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | 2026-01-15 10:35 | FileNotFoundError | 1 | Added file existence check |
+    | 2026-01-15 10:37 | JSONDecodeError | 2 | Added empty file handling |
+-->
+<!-- Keep ALL errors - they help avoid repetition -->
+| Timestamp | Error | Attempt | Resolution |
+|-----------|-------|---------|------------|
+|           |       | 1       |            |
+
+## 5-Question Reboot Check
+<!-- 
+  WHAT: Five questions that verify your context is solid. If you can answer these, you're on track.
+  WHY: This is the "reboot test" - if you can answer all 5, you can resume work effectively.
+  WHEN: Update periodically, especially when resuming after a break or context reset.
+  
+  THE 5 QUESTIONS:
+  1. Where am I? → Current phase in task_plan.md
+  2. Where am I going? → Remaining phases
+  3. What's the goal? → Goal statement in task_plan.md
+  4. What have I learned? → See findings.md
+  5. What have I done? → See progress.md (this file)
+-->
+<!-- If you can answer these, context is solid -->
+| Question | Answer |
+|----------|--------|
+| Where am I? | Phase X |
+| Where am I going? | Remaining phases |
+| What's the goal? | [goal statement] |
+| What have I learned? | See findings.md |
+| What have I done? | See above |
+
+---
+<!-- 
+  REMINDER: 
+  - Update after completing each phase or encountering errors
+  - Be detailed - this is your "what happened" log
+  - Include timestamps for errors to track when issues occurred
+-->
+*Update after completing each phase or encountering errors*

.gemini/skills/planning-with-files/templates/task_plan.md

@@ -0,0 +1,132 @@
+# Task Plan: [Brief Description]
+<!-- 
+  WHAT: This is your roadmap for the entire task. Think of it as your "working memory on disk."
+  WHY: After 50+ tool calls, your original goals can get forgotten. This file keeps them fresh.
+  WHEN: Create this FIRST, before starting any work. Update after each phase completes.
+-->
+
+## Goal
+<!-- 
+  WHAT: One clear sentence describing what you're trying to achieve.
+  WHY: This is your north star. Re-reading this keeps you focused on the end state.
+  EXAMPLE: "Create a Python CLI todo app with add, list, and delete functionality."
+-->
+[One sentence describing the end state]
+
+## Current Phase
+<!-- 
+  WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
+  WHY: Quick reference for where you are in the task. Update this as you progress.
+-->
+Phase 1
+
+## Phases
+<!-- 
+  WHAT: Break your task into 3-7 logical phases. Each phase should be completable.
+  WHY: Breaking work into phases prevents overwhelm and makes progress visible.
+  WHEN: Update status after completing each phase: pending → in_progress → complete
+-->
+
+### Phase 1: Requirements & Discovery
+<!-- 
+  WHAT: Understand what needs to be done and gather initial information.
+  WHY: Starting without understanding leads to wasted effort. This phase prevents that.
+-->
+- [ ] Understand user intent
+- [ ] Identify constraints and requirements
+- [ ] Document findings in findings.md
+- **Status:** in_progress
+<!-- 
+  STATUS VALUES:
+  - pending: Not started yet
+  - in_progress: Currently working on this
+  - complete: Finished this phase
+-->
+
+### Phase 2: Planning & Structure
+<!-- 
+  WHAT: Decide how you'll approach the problem and what structure you'll use.
+  WHY: Good planning prevents rework. Document decisions so you remember why you chose them.
+-->
+- [ ] Define technical approach
+- [ ] Create project structure if needed
+- [ ] Document decisions with rationale
+- **Status:** pending
+
+### Phase 3: Implementation
+<!-- 
+  WHAT: Actually build/create/write the solution.
+  WHY: This is where the work happens. Break into smaller sub-tasks if needed.
+-->
+- [ ] Execute the plan step by step
+- [ ] Write code to files before executing
+- [ ] Test incrementally
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+<!-- 
+  WHAT: Verify everything works and meets requirements.
+  WHY: Catching issues early saves time. Document test results in progress.md.
+-->
+- [ ] Verify all requirements met
+- [ ] Document test results in progress.md
+- [ ] Fix any issues found
+- **Status:** pending
+
+### Phase 5: Delivery
+<!-- 
+  WHAT: Final review and handoff to user.
+  WHY: Ensures nothing is forgotten and deliverables are complete.
+-->
+- [ ] Review all output files
+- [ ] Ensure deliverables are complete
+- [ ] Deliver to user
+- **Status:** pending
+
+## Key Questions
+<!-- 
+  WHAT: Important questions you need to answer during the task.
+  WHY: These guide your research and decision-making. Answer them as you go.
+  EXAMPLE: 
+    1. Should tasks persist between sessions? (Yes - need file storage)
+    2. What format for storing tasks? (JSON file)
+-->
+1. [Question to answer]
+2. [Question to answer]
+
+## Decisions Made
+<!-- 
+  WHAT: Technical and design decisions you've made, with the reasoning behind them.
+  WHY: You'll forget why you made choices. This table helps you remember and justify decisions.
+  WHEN: Update whenever you make a significant choice (technology, approach, structure).
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+-->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Errors Encountered
+<!-- 
+  WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
+  WHY: Logging errors prevents repeating the same mistakes. This is critical for learning.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | FileNotFoundError | 1 | Check if file exists, create empty list if not |
+    | JSONDecodeError | 2 | Handle empty file case explicitly |
+-->
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+|       | 1       |            |
+
+## Notes
+<!-- 
+  REMINDERS:
+  - Update phase status as you progress: pending → in_progress → complete
+  - Re-read this plan before major decisions (attention manipulation)
+  - Log ALL errors - they help avoid repetition
+  - Never repeat a failed action - mutate your approach instead
+-->
+- Update phase status as you progress: pending → in_progress → complete
+- Re-read this plan before major decisions (attention manipulation)
+- Log ALL errors - they help avoid repetition

.kilocode/skills/planning-with-files/SKILL.md

@@ -0,0 +1,230 @@
+---
+name: planning-with-files
+version: "2.4.1"
+description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after /clear.
+user-invocable: true
+allowed-tools:
+  - Read
+  - Write
+  - Edit
+  - Bash
+  - Glob
+  - Grep
+  - WebFetch
+  - WebSearch
+hooks:
+  PreToolUse:
+    - matcher: "Write|Edit|Bash|Read|Glob|Grep"
+      hooks:
+        - type: command
+          command: "cat task_plan.md 2>/dev/null | head -30 || true"
+  PostToolUse:
+    - matcher: "Write|Edit"
+      hooks:
+        - type: command
+          command: "echo '[planning-with-files] File updated. If this completes a phase, update task_plan.md status.'"
+  Stop:
+    - hooks:
+        - type: command
+          command: |
+            SCRIPT_DIR="${CLAUDE_PLUGIN_ROOT:-$HOME/.claude/plugins/planning-with-files}/scripts"
+            if command -v pwsh &> /dev/null && [[ "$OSTYPE" == "msys" || "$OSTYPE" == "win32" || "$OS" == "Windows_NT" ]]; then
+              pwsh -ExecutionPolicy Bypass -File "$SCRIPT_DIR/check-complete.ps1" 2>/dev/null || powershell -ExecutionPolicy Bypass -File "$SCRIPT_DIR/check-complete.ps1" 2>/dev/null || bash "$SCRIPT_DIR/check-complete.sh"
+            else
+              bash "$SCRIPT_DIR/check-complete.sh"
+            fi
+---
+
+# Planning with Files
+
+Work like Manus: Use persistent markdown files as your "working memory on disk."
+
+## FIRST: Check for Previous Session (v2.2.0)
+
+**Before starting work**, check for unsynced context from a previous session:
+
+```bash
+# Linux/macOS (auto-detects python3 or python)
+$(command -v python3 || command -v python) ${CLAUDE_PLUGIN_ROOT}/scripts/session-catchup.py "$(pwd)"
+```
+
+```powershell
+# Windows PowerShell
+python "$env:USERPROFILE\.kilocode\skills\planning-with-files\scripts\session-catchup.py" (Get-Location)
+```
+
+If catchup report shows unsynced context:
+1. Run `git diff --stat` to see actual code changes
+2. Read current planning files
+3. Update planning files based on catchup + git diff
+4. Then proceed with task
+
+## Important: Where Files Go
+
+- **Templates** are in `${CLAUDE_PLUGIN_ROOT}/templates/`
+- **Your planning files** go in **your project directory**
+
+| Location | What Goes There |
+|----------|-----------------|
+| Skill directory (`${CLAUDE_PLUGIN_ROOT}/`) | Templates, scripts, reference docs |
+| Your project directory | `task_plan.md`, `findings.md`, `progress.md` |
+
+## Quick Start
+
+Before ANY complex task:
+
+1. **Create `task_plan.md`** — Use [templates/task_plan.md](templates/task_plan.md) as reference
+2. **Create `findings.md`** — Use [templates/findings.md](templates/findings.md) as reference
+3. **Create `progress.md`** — Use [templates/progress.md](templates/progress.md) as reference
+4. **Re-read plan before decisions** — Refreshes goals in attention window
+5. **Update after each phase** — Mark complete, log errors
+
+> **Note:** Planning files go in your project root, not the skill installation folder.
+
+## The Core Pattern
+
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+
+→ Anything important gets written to disk.
+```
+
+## File Purposes
+
+| File | Purpose | When to Update |
+|------|---------|----------------|
+| `task_plan.md` | Phases, progress, decisions | After each phase |
+| `findings.md` | Research, discoveries | After ANY discovery |
+| `progress.md` | Session log, test results | Throughout session |
+
+## Critical Rules
+
+### 1. Create Plan First
+Never start a complex task without `task_plan.md`. Non-negotiable.
+
+### 2. The 2-Action Rule
+> "After every 2 view/browser/search operations, IMMEDIATELY save key findings to text files."
+
+This prevents visual/multimodal information from being lost.
+
+### 3. Read Before Decide
+Before major decisions, read the plan file. This keeps goals in your attention window.
+
+### 4. Update After Act
+After completing any phase:
+- Mark phase status: `in_progress` → `complete`
+- Log any errors encountered
+- Note files created/modified
+
+### 5. Log ALL Errors
+Every error goes in the plan file. This builds knowledge and prevents repetition.
+
+```markdown
+## Errors Encountered
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+| FileNotFoundError | 1 | Created default config |
+| API timeout | 2 | Added retry logic |
+```
+
+### 6. Never Repeat Failures
+```
+if action_failed:
+    next_action != same_action
+```
+Track what you tried. Mutate the approach.
+
+## The 3-Strike Error Protocol
+
+```
+ATTEMPT 1: Diagnose & Fix
+  → Read error carefully
+  → Identify root cause
+  → Apply targeted fix
+
+ATTEMPT 2: Alternative Approach
+  → Same error? Try different method
+  → Different tool? Different library?
+  → NEVER repeat exact same failing action
+
+ATTEMPT 3: Broader Rethink
+  → Question assumptions
+  → Search for solutions
+  → Consider updating the plan
+
+AFTER 3 FAILURES: Escalate to User
+  → Explain what you tried
+  → Share the specific error
+  → Ask for guidance
+```
+
+## Read vs Write Decision Matrix
+
+| Situation | Action | Reason |
+|-----------|--------|--------|
+| Just wrote a file | DON'T read | Content still in context |
+| Viewed image/PDF | Write findings NOW | Multimodal → text before lost |
+| Browser returned data | Write to file | Screenshots don't persist |
+| Starting new phase | Read plan/findings | Re-orient if context stale |
+| Error occurred | Read relevant file | Need current state to fix |
+| Resuming after gap | Read all planning files | Recover state |
+
+## The 5-Question Reboot Test
+
+If you can answer these, your context management is solid:
+
+| Question | Answer Source |
+|----------|---------------|
+| Where am I? | Current phase in task_plan.md |
+| Where am I going? | Remaining phases |
+| What's the goal? | Goal statement in plan |
+| What have I learned? | findings.md |
+| What have I done? | progress.md |
+
+## When to Use This Pattern
+
+**Use for:**
+- Multi-step tasks (3+ steps)
+- Research tasks
+- Building/creating projects
+- Tasks spanning many tool calls
+- Anything requiring organization
+
+**Skip for:**
+- Simple questions
+- Single-file edits
+- Quick lookups
+
+## Templates
+
+Copy these templates to start:
+
+- [templates/task_plan.md](templates/task_plan.md) — Phase tracking
+- [templates/findings.md](templates/findings.md) — Research storage
+- [templates/progress.md](templates/progress.md) — Session logging
+
+## Scripts
+
+Helper scripts for automation:
+
+- `scripts/init-session.sh` — Initialize all planning files
+- `scripts/check-complete.sh` — Verify all phases complete
+- `scripts/session-catchup.py` — Recover context from previous session (v2.2.0)
+
+## Advanced Topics
+
+- **Manus Principles:** See [reference.md](reference.md)
+- **Real Examples:** See [examples.md](examples.md)
+
+## Anti-Patterns
+
+| Don't | Do Instead |
+|-------|------------|
+| Use TodoWrite for persistence | Create task_plan.md file |
+| State goals once and forget | Re-read plan before decisions |
+| Hide errors and retry silently | Log errors to plan file |
+| Stuff everything in context | Store large content in files |
+| Start executing immediately | Create plan file FIRST |
+| Repeat failed actions | Track attempts, mutate approach |
+| Create files in skill directory | Create files in your project |

.kilocode/skills/planning-with-files/examples.md

@@ -0,0 +1,202 @@
+# Examples: Planning with Files in Action
+
+## Example 1: Research Task
+
+**User Request:** "Research the benefits of morning exercise and write a summary"
+
+### Loop 1: Create Plan
+```bash
+Write task_plan.md
+```
+
+```markdown
+# Task Plan: Morning Exercise Benefits Research
+
+## Goal
+Create a research summary on the benefits of morning exercise.
+
+## Phases
+- [ ] Phase 1: Create this plan ✓
+- [ ] Phase 2: Search and gather sources
+- [ ] Phase 3: Synthesize findings
+- [ ] Phase 4: Deliver summary
+
+## Key Questions
+1. What are the physical health benefits?
+2. What are the mental health benefits?
+3. What scientific studies support this?
+
+## Status
+**Currently in Phase 1** - Creating plan
+```
+
+### Loop 2: Research
+```bash
+Read task_plan.md           # Refresh goals
+WebSearch "morning exercise benefits"
+Write notes.md              # Store findings
+Edit task_plan.md           # Mark Phase 2 complete
+```
+
+### Loop 3: Synthesize
+```bash
+Read task_plan.md           # Refresh goals
+Read notes.md               # Get findings
+Write morning_exercise_summary.md
+Edit task_plan.md           # Mark Phase 3 complete
+```
+
+### Loop 4: Deliver
+```bash
+Read task_plan.md           # Verify complete
+Deliver morning_exercise_summary.md
+```
+
+---
+
+## Example 2: Bug Fix Task
+
+**User Request:** "Fix the login bug in the authentication module"
+
+### task_plan.md
+```markdown
+# Task Plan: Fix Login Bug
+
+## Goal
+Identify and fix the bug preventing successful login.
+
+## Phases
+- [x] Phase 1: Understand the bug report ✓
+- [x] Phase 2: Locate relevant code ✓
+- [ ] Phase 3: Identify root cause (CURRENT)
+- [ ] Phase 4: Implement fix
+- [ ] Phase 5: Test and verify
+
+## Key Questions
+1. What error message appears?
+2. Which file handles authentication?
+3. What changed recently?
+
+## Decisions Made
+- Auth handler is in src/auth/login.ts
+- Error occurs in validateToken() function
+
+## Errors Encountered
+- [Initial] TypeError: Cannot read property 'token' of undefined
+  → Root cause: user object not awaited properly
+
+## Status
+**Currently in Phase 3** - Found root cause, preparing fix
+```
+
+---
+
+## Example 3: Feature Development
+
+**User Request:** "Add a dark mode toggle to the settings page"
+
+### The 3-File Pattern in Action
+
+**task_plan.md:**
+```markdown
+# Task Plan: Dark Mode Toggle
+
+## Goal
+Add functional dark mode toggle to settings.
+
+## Phases
+- [x] Phase 1: Research existing theme system ✓
+- [x] Phase 2: Design implementation approach ✓
+- [ ] Phase 3: Implement toggle component (CURRENT)
+- [ ] Phase 4: Add theme switching logic
+- [ ] Phase 5: Test and polish
+
+## Decisions Made
+- Using CSS custom properties for theme
+- Storing preference in localStorage
+- Toggle component in SettingsPage.tsx
+
+## Status
+**Currently in Phase 3** - Building toggle component
+```
+
+**notes.md:**
+```markdown
+# Notes: Dark Mode Implementation
+
+## Existing Theme System
+- Located in: src/styles/theme.ts
+- Uses: CSS custom properties
+- Current themes: light only
+
+## Files to Modify
+1. src/styles/theme.ts - Add dark theme colors
+2. src/components/SettingsPage.tsx - Add toggle
+3. src/hooks/useTheme.ts - Create new hook
+4. src/App.tsx - Wrap with ThemeProvider
+
+## Color Decisions
+- Dark background: #1a1a2e
+- Dark surface: #16213e
+- Dark text: #eaeaea
+```
+
+**dark_mode_implementation.md:** (deliverable)
+```markdown
+# Dark Mode Implementation
+
+## Changes Made
+
+### 1. Added dark theme colors
+File: src/styles/theme.ts
+...
+
+### 2. Created useTheme hook
+File: src/hooks/useTheme.ts
+...
+```
+
+---
+
+## Example 4: Error Recovery Pattern
+
+When something fails, DON'T hide it:
+
+### Before (Wrong)
+```
+Action: Read config.json
+Error: File not found
+Action: Read config.json  # Silent retry
+Action: Read config.json  # Another retry
+```
+
+### After (Correct)
+```
+Action: Read config.json
+Error: File not found
+
+# Update task_plan.md:
+## Errors Encountered
+- config.json not found → Will create default config
+
+Action: Write config.json (default config)
+Action: Read config.json
+Success!
+```
+
+---
+
+## The Read-Before-Decide Pattern
+
+**Always read your plan before major decisions:**
+
+```
+[Many tool calls have happened...]
+[Context is getting long...]
+[Original goal might be forgotten...]
+
+→ Read task_plan.md          # This brings goals back into attention!
+→ Now make the decision       # Goals are fresh in context
+```
+
+This is why Manus can handle ~50 tool calls without losing track. The plan file acts as a "goal refresh" mechanism.

.kilocode/skills/planning-with-files/reference.md

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+# Reference: Manus Context Engineering Principles
+
+This skill is based on context engineering principles from Manus, the AI agent company acquired by Meta for $2 billion in December 2025.
+
+## The 6 Manus Principles
+
+### Principle 1: Design Around KV-Cache
+
+> "KV-cache hit rate is THE single most important metric for production AI agents."
+
+**Statistics:**
+- ~100:1 input-to-output token ratio
+- Cached tokens: $0.30/MTok vs Uncached: $3/MTok
+- 10x cost difference!
+
+**Implementation:**
+- Keep prompt prefixes STABLE (single-token change invalidates cache)
+- NO timestamps in system prompts
+- Make context APPEND-ONLY with deterministic serialization
+
+### Principle 2: Mask, Don't Remove
+
+Don't dynamically remove tools (breaks KV-cache). Use logit masking instead.
+
+**Best Practice:** Use consistent action prefixes (e.g., `browser_`, `shell_`, `file_`) for easier masking.
+
+### Principle 3: Filesystem as External Memory
+
+> "Markdown is my 'working memory' on disk."
+
+**The Formula:**
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+```
+
+**Compression Must Be Restorable:**
+- Keep URLs even if web content is dropped
+- Keep file paths when dropping document contents
+- Never lose the pointer to full data
+
+### Principle 4: Manipulate Attention Through Recitation
+
+> "Creates and updates todo.md throughout tasks to push global plan into model's recent attention span."
+
+**Problem:** After ~50 tool calls, models forget original goals ("lost in the middle" effect).
+
+**Solution:** Re-read `task_plan.md` before each decision. Goals appear in the attention window.
+
+```
+Start of context: [Original goal - far away, forgotten]
+...many tool calls...
+End of context: [Recently read task_plan.md - gets ATTENTION!]
+```
+
+### Principle 5: Keep the Wrong Stuff In
+
+> "Leave the wrong turns in the context."
+
+**Why:**
+- Failed actions with stack traces let model implicitly update beliefs
+- Reduces mistake repetition
+- Error recovery is "one of the clearest signals of TRUE agentic behavior"
+
+### Principle 6: Don't Get Few-Shotted
+
+> "Uniformity breeds fragility."
+
+**Problem:** Repetitive action-observation pairs cause drift and hallucination.
+
+**Solution:** Introduce controlled variation:
+- Vary phrasings slightly
+- Don't copy-paste patterns blindly
+- Recalibrate on repetitive tasks
+
+---
+
+## The 3 Context Engineering Strategies
+
+Based on Lance Martin's analysis of Manus architecture.
+
+### Strategy 1: Context Reduction
+
+**Compaction:**
+```
+Tool calls have TWO representations:
+├── FULL: Raw tool content (stored in filesystem)
+└── COMPACT: Reference/file path only
+
+RULES:
+- Apply compaction to STALE (older) tool results
+- Keep RECENT results FULL (to guide next decision)
+```
+
+**Summarization:**
+- Applied when compaction reaches diminishing returns
+- Generated using full tool results
+- Creates standardized summary objects
+
+### Strategy 2: Context Isolation (Multi-Agent)
+
+**Architecture:**
+```
+┌─────────────────────────────────┐
+│         PLANNER AGENT           │
+│  └─ Assigns tasks to sub-agents │
+├─────────────────────────────────┤
+│       KNOWLEDGE MANAGER         │
+│  └─ Reviews conversations       │
+│  └─ Determines filesystem store │
+├─────────────────────────────────┤
+│      EXECUTOR SUB-AGENTS        │
+│  └─ Perform assigned tasks      │
+│  └─ Have own context windows    │
+└─────────────────────────────────┘
+```
+
+**Key Insight:** Manus originally used `todo.md` for task planning but found ~33% of actions were spent updating it. Shifted to dedicated planner agent calling executor sub-agents.
+
+### Strategy 3: Context Offloading
+
+**Tool Design:**
+- Use <20 atomic functions total
+- Store full results in filesystem, not context
+- Use `glob` and `grep` for searching
+- Progressive disclosure: load information only as needed
+
+---
+
+## The Agent Loop
+
+Manus operates in a continuous 7-step loop:
+
+```
+┌─────────────────────────────────────────┐
+│  1. ANALYZE CONTEXT                      │
+│     - Understand user intent             │
+│     - Assess current state               │
+│     - Review recent observations         │
+├─────────────────────────────────────────┤
+│  2. THINK                                │
+│     - Should I update the plan?          │
+│     - What's the next logical action?    │
+│     - Are there blockers?                │
+├─────────────────────────────────────────┤
+│  3. SELECT TOOL                          │
+│     - Choose ONE tool                    │
+│     - Ensure parameters available        │
+├─────────────────────────────────────────┤
+│  4. EXECUTE ACTION                       │
+│     - Tool runs in sandbox               │
+├─────────────────────────────────────────┤
+│  5. RECEIVE OBSERVATION                  │
+│     - Result appended to context         │
+├─────────────────────────────────────────┤
+│  6. ITERATE                              │
+│     - Return to step 1                   │
+│     - Continue until complete            │
+├─────────────────────────────────────────┤
+│  7. DELIVER OUTCOME                      │
+│     - Send results to user               │
+│     - Attach all relevant files          │
+└─────────────────────────────────────────┘
+```
+
+---
+
+## File Types Manus Creates
+
+| File | Purpose | When Created | When Updated |
+|------|---------|--------------|--------------|
+| `task_plan.md` | Phase tracking, progress | Task start | After completing phases |
+| `findings.md` | Discoveries, decisions | After ANY discovery | After viewing images/PDFs |
+| `progress.md` | Session log, what's done | At breakpoints | Throughout session |
+| Code files | Implementation | Before execution | After errors |
+
+---
+
+## Critical Constraints
+
+- **Single-Action Execution:** ONE tool call per turn. No parallel execution.
+- **Plan is Required:** Agent must ALWAYS know: goal, current phase, remaining phases
+- **Files are Memory:** Context = volatile. Filesystem = persistent.
+- **Never Repeat Failures:** If action failed, next action MUST be different
+- **Communication is a Tool:** Message types: `info` (progress), `ask` (blocking), `result` (terminal)
+
+---
+
+## Manus Statistics
+
+| Metric | Value |
+|--------|-------|
+| Average tool calls per task | ~50 |
+| Input-to-output token ratio | 100:1 |
+| Acquisition price | $2 billion |
+| Time to $100M revenue | 8 months |
+| Framework refactors since launch | 5 times |
+
+---
+
+## Key Quotes
+
+> "Context window = RAM (volatile, limited). Filesystem = Disk (persistent, unlimited). Anything important gets written to disk."
+
+> "if action_failed: next_action != same_action. Track what you tried. Mutate the approach."
+
+> "Error recovery is one of the clearest signals of TRUE agentic behavior."
+
+> "KV-cache hit rate is the single most important metric for a production-stage AI agent."
+
+> "Leave the wrong turns in the context."
+
+---
+
+## Source
+
+Based on Manus's official context engineering documentation:
+https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus

.kilocode/skills/planning-with-files/templates/findings.md

@@ -0,0 +1,95 @@
+# Findings & Decisions
+<!-- 
+  WHAT: Your knowledge base for the task. Stores everything you discover and decide.
+  WHY: Context windows are limited. This file is your "external memory" - persistent and unlimited.
+  WHEN: Update after ANY discovery, especially after 2 view/browser/search operations (2-Action Rule).
+-->
+
+## Requirements
+<!-- 
+  WHAT: What the user asked for, broken down into specific requirements.
+  WHY: Keeps requirements visible so you don't forget what you're building.
+  WHEN: Fill this in during Phase 1 (Requirements & Discovery).
+  EXAMPLE:
+    - Command-line interface
+    - Add tasks
+    - List all tasks
+    - Delete tasks
+    - Python implementation
+-->
+<!-- Captured from user request -->
+-
+
+## Research Findings
+<!-- 
+  WHAT: Key discoveries from web searches, documentation reading, or exploration.
+  WHY: Multimodal content (images, browser results) doesn't persist. Write it down immediately.
+  WHEN: After EVERY 2 view/browser/search operations, update this section (2-Action Rule).
+  EXAMPLE:
+    - Python's argparse module supports subcommands for clean CLI design
+    - JSON module handles file persistence easily
+    - Standard pattern: python script.py <command> [args]
+-->
+<!-- Key discoveries during exploration -->
+-
+
+## Technical Decisions
+<!-- 
+  WHAT: Architecture and implementation choices you've made, with reasoning.
+  WHY: You'll forget why you chose a technology or approach. This table preserves that knowledge.
+  WHEN: Update whenever you make a significant technical choice.
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+    | argparse with subcommands | Clean CLI: python todo.py add "task" |
+-->
+<!-- Decisions made with rationale -->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Issues Encountered
+<!-- 
+  WHAT: Problems you ran into and how you solved them.
+  WHY: Similar to errors in task_plan.md, but focused on broader issues (not just code errors).
+  WHEN: Document when you encounter blockers or unexpected challenges.
+  EXAMPLE:
+    | Empty file causes JSONDecodeError | Added explicit empty file check before json.load() |
+-->
+<!-- Errors and how they were resolved -->
+| Issue | Resolution |
+|-------|------------|
+|       |            |
+
+## Resources
+<!-- 
+  WHAT: URLs, file paths, API references, documentation links you've found useful.
+  WHY: Easy reference for later. Don't lose important links in context.
+  WHEN: Add as you discover useful resources.
+  EXAMPLE:
+    - Python argparse docs: https://docs.python.org/3/library/argparse.html
+    - Project structure: src/main.py, src/utils.py
+-->
+<!-- URLs, file paths, API references -->
+-
+
+## Visual/Browser Findings
+<!-- 
+  WHAT: Information you learned from viewing images, PDFs, or browser results.
+  WHY: CRITICAL - Visual/multimodal content doesn't persist in context. Must be captured as text.
+  WHEN: IMMEDIATELY after viewing images or browser results. Don't wait!
+  EXAMPLE:
+    - Screenshot shows login form has email and password fields
+    - Browser shows API returns JSON with "status" and "data" keys
+-->
+<!-- CRITICAL: Update after every 2 view/browser operations -->
+<!-- Multimodal content must be captured as text immediately -->
+-
+
+---
+<!-- 
+  REMINDER: The 2-Action Rule
+  After every 2 view/browser/search operations, you MUST update this file.
+  This prevents visual information from being lost when context resets.
+-->
+*Update this file after every 2 view/browser/search operations*
+*This prevents visual information from being lost*

.kilocode/skills/planning-with-files/templates/progress.md

@@ -0,0 +1,114 @@
+# Progress Log
+<!-- 
+  WHAT: Your session log - a chronological record of what you did, when, and what happened.
+  WHY: Answers "What have I done?" in the 5-Question Reboot Test. Helps you resume after breaks.
+  WHEN: Update after completing each phase or encountering errors. More detailed than task_plan.md.
+-->
+
+## Session: [DATE]
+<!-- 
+  WHAT: The date of this work session.
+  WHY: Helps track when work happened, useful for resuming after time gaps.
+  EXAMPLE: 2026-01-15
+-->
+
+### Phase 1: [Title]
+<!-- 
+  WHAT: Detailed log of actions taken during this phase.
+  WHY: Provides context for what was done, making it easier to resume or debug.
+  WHEN: Update as you work through the phase, or at least when you complete it.
+-->
+- **Status:** in_progress
+- **Started:** [timestamp]
+<!-- 
+  STATUS: Same as task_plan.md (pending, in_progress, complete)
+  TIMESTAMP: When you started this phase (e.g., "2026-01-15 10:00")
+-->
+- Actions taken:
+  <!-- 
+    WHAT: List of specific actions you performed.
+    EXAMPLE:
+      - Created todo.py with basic structure
+      - Implemented add functionality
+      - Fixed FileNotFoundError
+  -->
+  -
+- Files created/modified:
+  <!-- 
+    WHAT: Which files you created or changed.
+    WHY: Quick reference for what was touched. Helps with debugging and review.
+    EXAMPLE:
+      - todo.py (created)
+      - todos.json (created by app)
+      - task_plan.md (updated)
+  -->
+  -
+
+### Phase 2: [Title]
+<!-- 
+  WHAT: Same structure as Phase 1, for the next phase.
+  WHY: Keep a separate log entry for each phase to track progress clearly.
+-->
+- **Status:** pending
+- Actions taken:
+  -
+- Files created/modified:
+  -
+
+## Test Results
+<!-- 
+  WHAT: Table of tests you ran, what you expected, what actually happened.
+  WHY: Documents verification of functionality. Helps catch regressions.
+  WHEN: Update as you test features, especially during Phase 4 (Testing & Verification).
+  EXAMPLE:
+    | Add task | python todo.py add "Buy milk" | Task added | Task added successfully | ✓ |
+    | List tasks | python todo.py list | Shows all tasks | Shows all tasks | ✓ |
+-->
+| Test | Input | Expected | Actual | Status |
+|------|-------|----------|--------|--------|
+|      |       |          |        |        |
+
+## Error Log
+<!-- 
+  WHAT: Detailed log of every error encountered, with timestamps and resolution attempts.
+  WHY: More detailed than task_plan.md's error table. Helps you learn from mistakes.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | 2026-01-15 10:35 | FileNotFoundError | 1 | Added file existence check |
+    | 2026-01-15 10:37 | JSONDecodeError | 2 | Added empty file handling |
+-->
+<!-- Keep ALL errors - they help avoid repetition -->
+| Timestamp | Error | Attempt | Resolution |
+|-----------|-------|---------|------------|
+|           |       | 1       |            |
+
+## 5-Question Reboot Check
+<!-- 
+  WHAT: Five questions that verify your context is solid. If you can answer these, you're on track.
+  WHY: This is the "reboot test" - if you can answer all 5, you can resume work effectively.
+  WHEN: Update periodically, especially when resuming after a break or context reset.
+  
+  THE 5 QUESTIONS:
+  1. Where am I? → Current phase in task_plan.md
+  2. Where am I going? → Remaining phases
+  3. What's the goal? → Goal statement in task_plan.md
+  4. What have I learned? → See findings.md
+  5. What have I done? → See progress.md (this file)
+-->
+<!-- If you can answer these, context is solid -->
+| Question | Answer |
+|----------|--------|
+| Where am I? | Phase X |
+| Where am I going? | Remaining phases |
+| What's the goal? | [goal statement] |
+| What have I learned? | See findings.md |
+| What have I done? | See above |
+
+---
+<!-- 
+  REMINDER: 
+  - Update after completing each phase or encountering errors
+  - Be detailed - this is your "what happened" log
+  - Include timestamps for errors to track when issues occurred
+-->
+*Update after completing each phase or encountering errors*

.kilocode/skills/planning-with-files/templates/task_plan.md

@@ -0,0 +1,132 @@
+# Task Plan: [Brief Description]
+<!-- 
+  WHAT: This is your roadmap for the entire task. Think of it as your "working memory on disk."
+  WHY: After 50+ tool calls, your original goals can get forgotten. This file keeps them fresh.
+  WHEN: Create this FIRST, before starting any work. Update after each phase completes.
+-->
+
+## Goal
+<!-- 
+  WHAT: One clear sentence describing what you're trying to achieve.
+  WHY: This is your north star. Re-reading this keeps you focused on the end state.
+  EXAMPLE: "Create a Python CLI todo app with add, list, and delete functionality."
+-->
+[One sentence describing the end state]
+
+## Current Phase
+<!-- 
+  WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
+  WHY: Quick reference for where you are in the task. Update this as you progress.
+-->
+Phase 1
+
+## Phases
+<!-- 
+  WHAT: Break your task into 3-7 logical phases. Each phase should be completable.
+  WHY: Breaking work into phases prevents overwhelm and makes progress visible.
+  WHEN: Update status after completing each phase: pending → in_progress → complete
+-->
+
+### Phase 1: Requirements & Discovery
+<!-- 
+  WHAT: Understand what needs to be done and gather initial information.
+  WHY: Starting without understanding leads to wasted effort. This phase prevents that.
+-->
+- [ ] Understand user intent
+- [ ] Identify constraints and requirements
+- [ ] Document findings in findings.md
+- **Status:** in_progress
+<!-- 
+  STATUS VALUES:
+  - pending: Not started yet
+  - in_progress: Currently working on this
+  - complete: Finished this phase
+-->
+
+### Phase 2: Planning & Structure
+<!-- 
+  WHAT: Decide how you'll approach the problem and what structure you'll use.
+  WHY: Good planning prevents rework. Document decisions so you remember why you chose them.
+-->
+- [ ] Define technical approach
+- [ ] Create project structure if needed
+- [ ] Document decisions with rationale
+- **Status:** pending
+
+### Phase 3: Implementation
+<!-- 
+  WHAT: Actually build/create/write the solution.
+  WHY: This is where the work happens. Break into smaller sub-tasks if needed.
+-->
+- [ ] Execute the plan step by step
+- [ ] Write code to files before executing
+- [ ] Test incrementally
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+<!-- 
+  WHAT: Verify everything works and meets requirements.
+  WHY: Catching issues early saves time. Document test results in progress.md.
+-->
+- [ ] Verify all requirements met
+- [ ] Document test results in progress.md
+- [ ] Fix any issues found
+- **Status:** pending
+
+### Phase 5: Delivery
+<!-- 
+  WHAT: Final review and handoff to user.
+  WHY: Ensures nothing is forgotten and deliverables are complete.
+-->
+- [ ] Review all output files
+- [ ] Ensure deliverables are complete
+- [ ] Deliver to user
+- **Status:** pending
+
+## Key Questions
+<!-- 
+  WHAT: Important questions you need to answer during the task.
+  WHY: These guide your research and decision-making. Answer them as you go.
+  EXAMPLE: 
+    1. Should tasks persist between sessions? (Yes - need file storage)
+    2. What format for storing tasks? (JSON file)
+-->
+1. [Question to answer]
+2. [Question to answer]
+
+## Decisions Made
+<!-- 
+  WHAT: Technical and design decisions you've made, with the reasoning behind them.
+  WHY: You'll forget why you made choices. This table helps you remember and justify decisions.
+  WHEN: Update whenever you make a significant choice (technology, approach, structure).
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+-->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Errors Encountered
+<!-- 
+  WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
+  WHY: Logging errors prevents repeating the same mistakes. This is critical for learning.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | FileNotFoundError | 1 | Check if file exists, create empty list if not |
+    | JSONDecodeError | 2 | Handle empty file case explicitly |
+-->
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+|       | 1       |            |
+
+## Notes
+<!-- 
+  REMINDERS:
+  - Update phase status as you progress: pending → in_progress → complete
+  - Re-read this plan before major decisions (attention manipulation)
+  - Log ALL errors - they help avoid repetition
+  - Never repeat a failed action - mutate your approach instead
+-->
+- Update phase status as you progress: pending → in_progress → complete
+- Re-read this plan before major decisions (attention manipulation)
+- Log ALL errors - they help avoid repetition

.opencode/INSTALL.md

@@ -1,139 +0,0 @@
-# Installing planning-with-files for OpenCode
-
-## Prerequisites
-
-- OpenCode.ai installed
-- Git installed (optional, for cloning)
-
-## Installation
-
-### Option 1: Global Installation (All Projects)
-
-```bash
-mkdir -p ~/.config/opencode/skills
-cd ~/.config/opencode/skills
-git clone https://github.com/OthmanAdi/planning-with-files.git
-```
-
-### Option 2: Project-Specific Installation
-
-```bash
-# In your OpenCode project root
-mkdir -p .opencode/skills
-cd .opencode/skills
-git clone https://github.com/OthmanAdi/planning-with-files.git
-```
-
-### Option 3: Manual Copy
-
-**For global installation:**
-1. Download or clone this repository
-2. Copy to `~/.config/opencode/skills/planning-with-files/`
-
-**For project installation:**
-1. Download or clone this repository
-2. Copy to `.opencode/skills/planning-with-files/` in your project
-
-## File Structure
-
-After installation:
-
-```
-~/.config/opencode/skills/planning-with-files/  (or .opencode/skills/planning-with-files/)
-├── planning-with-files/
-│   ├── SKILL.md              # Main skill file
-│   ├── templates/
-│   │   ├── task_plan.md
-│   │   ├── findings.md
-│   │   └── progress.md
-│   └── scripts/
-│       ├── check-complete.sh
-│       ├── check-complete.ps1
-│       ├── init-session.sh
-│       ├── init-session.ps1
-│       └── session-catchup.py
-```
-
-## Usage
-
-### If Using Superpowers Plugin
-
-If you have [obra/superpowers](https://github.com/obra/superpowers) installed as an OpenCode plugin:
-
-```
-Use the use_skill tool with skill_name: "planning-with-files"
-```
-
-OpenCode will find it automatically (personal skills override superpowers skills).
-
-### If NOT Using Superpowers
-
-You can still manually load the skill:
-
-1. Navigate to `~/.config/opencode/skills/planning-with-files/planning-with-files/`
-2. Read SKILL.md
-3. Follow the instructions for creating task_plan.md, findings.md, progress.md
-
-Or create a custom tool/command to load it.
-
-## Skill Priority
-
-If installed as:
-- **Project skill** (`.opencode/skills/planning-with-files/`) - Highest priority
-- **Personal skill** (`~/.config/opencode/skills/planning-with-files/`) - Medium priority
-- If superpowers has a planning-with-files skill - Lowest priority
-
-Project skills override personal skills, which override superpowers skills.
-
-## Verification
-
-**Global installation:**
-```bash
-ls -la ~/.config/opencode/skills/planning-with-files/planning-with-files/SKILL.md
-```
-
-**Project installation:**
-```bash
-ls -la .opencode/skills/planning-with-files/planning-with-files/SKILL.md
-```
-
-## Troubleshooting
-
-### Skill not loading
-
-1. Verify SKILL.md exists at the correct path
-2. Check YAML frontmatter is valid:
-   ```yaml
-   ---
-   name: planning-with-files
-   description: ...
-   ---
-   ```
-3. If using superpowers plugin, use `find_skills` tool to verify it's discovered
-
-### Scripts not executing
-
-**Windows:**
-- Use PowerShell versions: `*.ps1`
-- Set execution policy: `Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser`
-
-**Unix/Mac:**
-- Make executable: `chmod +x ~/.config/opencode/skills/planning-with-files/scripts/*.sh`
-
-### oh-my-opencode Blocking
-
-If using oh-my-opencode and the skill isn't recognized:
-
-1. Check `~/.config/opencode/oh-my-opencode.json`
-2. Ensure planning-with-files is NOT in `disabled_skills` array:
-   ```json
-   {
-     "disabled_skills": []
-   }
-   ```
-3. Restart OpenCode
-
-## Getting Help
-
-- Issues: https://github.com/OthmanAdi/planning-with-files/issues
-- Documentation: https://github.com/OthmanAdi/planning-with-files

.opencode/skills/planning-with-files/SKILL.md

@@ -0,0 +1,230 @@
+---
+name: planning-with-files
+version: "2.4.1"
+description: Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after /clear.
+user-invocable: true
+allowed-tools:
+  - Read
+  - Write
+  - Edit
+  - Bash
+  - Glob
+  - Grep
+  - WebFetch
+  - WebSearch
+hooks:
+  PreToolUse:
+    - matcher: "Write|Edit|Bash|Read|Glob|Grep"
+      hooks:
+        - type: command
+          command: "cat task_plan.md 2>/dev/null | head -30 || true"
+  PostToolUse:
+    - matcher: "Write|Edit"
+      hooks:
+        - type: command
+          command: "echo '[planning-with-files] File updated. If this completes a phase, update task_plan.md status.'"
+  Stop:
+    - hooks:
+        - type: command
+          command: |
+            SCRIPT_DIR="${CLAUDE_PLUGIN_ROOT:-$HOME/.claude/plugins/planning-with-files}/scripts"
+            if command -v pwsh &> /dev/null && [[ "$OSTYPE" == "msys" || "$OSTYPE" == "win32" || "$OS" == "Windows_NT" ]]; then
+              pwsh -ExecutionPolicy Bypass -File "$SCRIPT_DIR/check-complete.ps1" 2>/dev/null || powershell -ExecutionPolicy Bypass -File "$SCRIPT_DIR/check-complete.ps1" 2>/dev/null || bash "$SCRIPT_DIR/check-complete.sh"
+            else
+              bash "$SCRIPT_DIR/check-complete.sh"
+            fi
+---
+
+# Planning with Files
+
+Work like Manus: Use persistent markdown files as your "working memory on disk."
+
+## FIRST: Check for Previous Session (v2.2.0)
+
+**Before starting work**, check for unsynced context from a previous session:
+
+```bash
+# Linux/macOS (auto-detects python3 or python)
+$(command -v python3 || command -v python) ${CLAUDE_PLUGIN_ROOT}/scripts/session-catchup.py "$(pwd)"
+```
+
+```powershell
+# Windows PowerShell
+python "$env:USERPROFILE\.opencode\skills\planning-with-files\scripts\session-catchup.py" (Get-Location)
+```
+
+If catchup report shows unsynced context:
+1. Run `git diff --stat` to see actual code changes
+2. Read current planning files
+3. Update planning files based on catchup + git diff
+4. Then proceed with task
+
+## Important: Where Files Go
+
+- **Templates** are in `${CLAUDE_PLUGIN_ROOT}/templates/`
+- **Your planning files** go in **your project directory**
+
+| Location | What Goes There |
+|----------|-----------------|
+| Skill directory (`${CLAUDE_PLUGIN_ROOT}/`) | Templates, scripts, reference docs |
+| Your project directory | `task_plan.md`, `findings.md`, `progress.md` |
+
+## Quick Start
+
+Before ANY complex task:
+
+1. **Create `task_plan.md`** — Use [templates/task_plan.md](templates/task_plan.md) as reference
+2. **Create `findings.md`** — Use [templates/findings.md](templates/findings.md) as reference
+3. **Create `progress.md`** — Use [templates/progress.md](templates/progress.md) as reference
+4. **Re-read plan before decisions** — Refreshes goals in attention window
+5. **Update after each phase** — Mark complete, log errors
+
+> **Note:** Planning files go in your project root, not the skill installation folder.
+
+## The Core Pattern
+
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+
+→ Anything important gets written to disk.
+```
+
+## File Purposes
+
+| File | Purpose | When to Update |
+|------|---------|----------------|
+| `task_plan.md` | Phases, progress, decisions | After each phase |
+| `findings.md` | Research, discoveries | After ANY discovery |
+| `progress.md` | Session log, test results | Throughout session |
+
+## Critical Rules
+
+### 1. Create Plan First
+Never start a complex task without `task_plan.md`. Non-negotiable.
+
+### 2. The 2-Action Rule
+> "After every 2 view/browser/search operations, IMMEDIATELY save key findings to text files."
+
+This prevents visual/multimodal information from being lost.
+
+### 3. Read Before Decide
+Before major decisions, read the plan file. This keeps goals in your attention window.
+
+### 4. Update After Act
+After completing any phase:
+- Mark phase status: `in_progress` → `complete`
+- Log any errors encountered
+- Note files created/modified
+
+### 5. Log ALL Errors
+Every error goes in the plan file. This builds knowledge and prevents repetition.
+
+```markdown
+## Errors Encountered
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+| FileNotFoundError | 1 | Created default config |
+| API timeout | 2 | Added retry logic |
+```
+
+### 6. Never Repeat Failures
+```
+if action_failed:
+    next_action != same_action
+```
+Track what you tried. Mutate the approach.
+
+## The 3-Strike Error Protocol
+
+```
+ATTEMPT 1: Diagnose & Fix
+  → Read error carefully
+  → Identify root cause
+  → Apply targeted fix
+
+ATTEMPT 2: Alternative Approach
+  → Same error? Try different method
+  → Different tool? Different library?
+  → NEVER repeat exact same failing action
+
+ATTEMPT 3: Broader Rethink
+  → Question assumptions
+  → Search for solutions
+  → Consider updating the plan
+
+AFTER 3 FAILURES: Escalate to User
+  → Explain what you tried
+  → Share the specific error
+  → Ask for guidance
+```
+
+## Read vs Write Decision Matrix
+
+| Situation | Action | Reason |
+|-----------|--------|--------|
+| Just wrote a file | DON'T read | Content still in context |
+| Viewed image/PDF | Write findings NOW | Multimodal → text before lost |
+| Browser returned data | Write to file | Screenshots don't persist |
+| Starting new phase | Read plan/findings | Re-orient if context stale |
+| Error occurred | Read relevant file | Need current state to fix |
+| Resuming after gap | Read all planning files | Recover state |
+
+## The 5-Question Reboot Test
+
+If you can answer these, your context management is solid:
+
+| Question | Answer Source |
+|----------|---------------|
+| Where am I? | Current phase in task_plan.md |
+| Where am I going? | Remaining phases |
+| What's the goal? | Goal statement in plan |
+| What have I learned? | findings.md |
+| What have I done? | progress.md |
+
+## When to Use This Pattern
+
+**Use for:**
+- Multi-step tasks (3+ steps)
+- Research tasks
+- Building/creating projects
+- Tasks spanning many tool calls
+- Anything requiring organization
+
+**Skip for:**
+- Simple questions
+- Single-file edits
+- Quick lookups
+
+## Templates
+
+Copy these templates to start:
+
+- [templates/task_plan.md](templates/task_plan.md) — Phase tracking
+- [templates/findings.md](templates/findings.md) — Research storage
+- [templates/progress.md](templates/progress.md) — Session logging
+
+## Scripts
+
+Helper scripts for automation:
+
+- `scripts/init-session.sh` — Initialize all planning files
+- `scripts/check-complete.sh` — Verify all phases complete
+- `scripts/session-catchup.py` — Recover context from previous session (v2.2.0)
+
+## Advanced Topics
+
+- **Manus Principles:** See [reference.md](reference.md)
+- **Real Examples:** See [examples.md](examples.md)
+
+## Anti-Patterns
+
+| Don't | Do Instead |
+|-------|------------|
+| Use TodoWrite for persistence | Create task_plan.md file |
+| State goals once and forget | Re-read plan before decisions |
+| Hide errors and retry silently | Log errors to plan file |
+| Stuff everything in context | Store large content in files |
+| Start executing immediately | Create plan file FIRST |
+| Repeat failed actions | Track attempts, mutate approach |
+| Create files in skill directory | Create files in your project |

.opencode/skills/planning-with-files/examples.md

@@ -0,0 +1,202 @@
+# Examples: Planning with Files in Action
+
+## Example 1: Research Task
+
+**User Request:** "Research the benefits of morning exercise and write a summary"
+
+### Loop 1: Create Plan
+```bash
+Write task_plan.md
+```
+
+```markdown
+# Task Plan: Morning Exercise Benefits Research
+
+## Goal
+Create a research summary on the benefits of morning exercise.
+
+## Phases
+- [ ] Phase 1: Create this plan ✓
+- [ ] Phase 2: Search and gather sources
+- [ ] Phase 3: Synthesize findings
+- [ ] Phase 4: Deliver summary
+
+## Key Questions
+1. What are the physical health benefits?
+2. What are the mental health benefits?
+3. What scientific studies support this?
+
+## Status
+**Currently in Phase 1** - Creating plan
+```
+
+### Loop 2: Research
+```bash
+Read task_plan.md           # Refresh goals
+WebSearch "morning exercise benefits"
+Write notes.md              # Store findings
+Edit task_plan.md           # Mark Phase 2 complete
+```
+
+### Loop 3: Synthesize
+```bash
+Read task_plan.md           # Refresh goals
+Read notes.md               # Get findings
+Write morning_exercise_summary.md
+Edit task_plan.md           # Mark Phase 3 complete
+```
+
+### Loop 4: Deliver
+```bash
+Read task_plan.md           # Verify complete
+Deliver morning_exercise_summary.md
+```
+
+---
+
+## Example 2: Bug Fix Task
+
+**User Request:** "Fix the login bug in the authentication module"
+
+### task_plan.md
+```markdown
+# Task Plan: Fix Login Bug
+
+## Goal
+Identify and fix the bug preventing successful login.
+
+## Phases
+- [x] Phase 1: Understand the bug report ✓
+- [x] Phase 2: Locate relevant code ✓
+- [ ] Phase 3: Identify root cause (CURRENT)
+- [ ] Phase 4: Implement fix
+- [ ] Phase 5: Test and verify
+
+## Key Questions
+1. What error message appears?
+2. Which file handles authentication?
+3. What changed recently?
+
+## Decisions Made
+- Auth handler is in src/auth/login.ts
+- Error occurs in validateToken() function
+
+## Errors Encountered
+- [Initial] TypeError: Cannot read property 'token' of undefined
+  → Root cause: user object not awaited properly
+
+## Status
+**Currently in Phase 3** - Found root cause, preparing fix
+```
+
+---
+
+## Example 3: Feature Development
+
+**User Request:** "Add a dark mode toggle to the settings page"
+
+### The 3-File Pattern in Action
+
+**task_plan.md:**
+```markdown
+# Task Plan: Dark Mode Toggle
+
+## Goal
+Add functional dark mode toggle to settings.
+
+## Phases
+- [x] Phase 1: Research existing theme system ✓
+- [x] Phase 2: Design implementation approach ✓
+- [ ] Phase 3: Implement toggle component (CURRENT)
+- [ ] Phase 4: Add theme switching logic
+- [ ] Phase 5: Test and polish
+
+## Decisions Made
+- Using CSS custom properties for theme
+- Storing preference in localStorage
+- Toggle component in SettingsPage.tsx
+
+## Status
+**Currently in Phase 3** - Building toggle component
+```
+
+**notes.md:**
+```markdown
+# Notes: Dark Mode Implementation
+
+## Existing Theme System
+- Located in: src/styles/theme.ts
+- Uses: CSS custom properties
+- Current themes: light only
+
+## Files to Modify
+1. src/styles/theme.ts - Add dark theme colors
+2. src/components/SettingsPage.tsx - Add toggle
+3. src/hooks/useTheme.ts - Create new hook
+4. src/App.tsx - Wrap with ThemeProvider
+
+## Color Decisions
+- Dark background: #1a1a2e
+- Dark surface: #16213e
+- Dark text: #eaeaea
+```
+
+**dark_mode_implementation.md:** (deliverable)
+```markdown
+# Dark Mode Implementation
+
+## Changes Made
+
+### 1. Added dark theme colors
+File: src/styles/theme.ts
+...
+
+### 2. Created useTheme hook
+File: src/hooks/useTheme.ts
+...
+```
+
+---
+
+## Example 4: Error Recovery Pattern
+
+When something fails, DON'T hide it:
+
+### Before (Wrong)
+```
+Action: Read config.json
+Error: File not found
+Action: Read config.json  # Silent retry
+Action: Read config.json  # Another retry
+```
+
+### After (Correct)
+```
+Action: Read config.json
+Error: File not found
+
+# Update task_plan.md:
+## Errors Encountered
+- config.json not found → Will create default config
+
+Action: Write config.json (default config)
+Action: Read config.json
+Success!
+```
+
+---
+
+## The Read-Before-Decide Pattern
+
+**Always read your plan before major decisions:**
+
+```
+[Many tool calls have happened...]
+[Context is getting long...]
+[Original goal might be forgotten...]
+
+→ Read task_plan.md          # This brings goals back into attention!
+→ Now make the decision       # Goals are fresh in context
+```
+
+This is why Manus can handle ~50 tool calls without losing track. The plan file acts as a "goal refresh" mechanism.

.opencode/skills/planning-with-files/reference.md

@@ -0,0 +1,218 @@
+# Reference: Manus Context Engineering Principles
+
+This skill is based on context engineering principles from Manus, the AI agent company acquired by Meta for $2 billion in December 2025.
+
+## The 6 Manus Principles
+
+### Principle 1: Design Around KV-Cache
+
+> "KV-cache hit rate is THE single most important metric for production AI agents."
+
+**Statistics:**
+- ~100:1 input-to-output token ratio
+- Cached tokens: $0.30/MTok vs Uncached: $3/MTok
+- 10x cost difference!
+
+**Implementation:**
+- Keep prompt prefixes STABLE (single-token change invalidates cache)
+- NO timestamps in system prompts
+- Make context APPEND-ONLY with deterministic serialization
+
+### Principle 2: Mask, Don't Remove
+
+Don't dynamically remove tools (breaks KV-cache). Use logit masking instead.
+
+**Best Practice:** Use consistent action prefixes (e.g., `browser_`, `shell_`, `file_`) for easier masking.
+
+### Principle 3: Filesystem as External Memory
+
+> "Markdown is my 'working memory' on disk."
+
+**The Formula:**
+```
+Context Window = RAM (volatile, limited)
+Filesystem = Disk (persistent, unlimited)
+```
+
+**Compression Must Be Restorable:**
+- Keep URLs even if web content is dropped
+- Keep file paths when dropping document contents
+- Never lose the pointer to full data
+
+### Principle 4: Manipulate Attention Through Recitation
+
+> "Creates and updates todo.md throughout tasks to push global plan into model's recent attention span."
+
+**Problem:** After ~50 tool calls, models forget original goals ("lost in the middle" effect).
+
+**Solution:** Re-read `task_plan.md` before each decision. Goals appear in the attention window.
+
+```
+Start of context: [Original goal - far away, forgotten]
+...many tool calls...
+End of context: [Recently read task_plan.md - gets ATTENTION!]
+```
+
+### Principle 5: Keep the Wrong Stuff In
+
+> "Leave the wrong turns in the context."
+
+**Why:**
+- Failed actions with stack traces let model implicitly update beliefs
+- Reduces mistake repetition
+- Error recovery is "one of the clearest signals of TRUE agentic behavior"
+
+### Principle 6: Don't Get Few-Shotted
+
+> "Uniformity breeds fragility."
+
+**Problem:** Repetitive action-observation pairs cause drift and hallucination.
+
+**Solution:** Introduce controlled variation:
+- Vary phrasings slightly
+- Don't copy-paste patterns blindly
+- Recalibrate on repetitive tasks
+
+---
+
+## The 3 Context Engineering Strategies
+
+Based on Lance Martin's analysis of Manus architecture.
+
+### Strategy 1: Context Reduction
+
+**Compaction:**
+```
+Tool calls have TWO representations:
+├── FULL: Raw tool content (stored in filesystem)
+└── COMPACT: Reference/file path only
+
+RULES:
+- Apply compaction to STALE (older) tool results
+- Keep RECENT results FULL (to guide next decision)
+```
+
+**Summarization:**
+- Applied when compaction reaches diminishing returns
+- Generated using full tool results
+- Creates standardized summary objects
+
+### Strategy 2: Context Isolation (Multi-Agent)
+
+**Architecture:**
+```
+┌─────────────────────────────────┐
+│         PLANNER AGENT           │
+│  └─ Assigns tasks to sub-agents │
+├─────────────────────────────────┤
+│       KNOWLEDGE MANAGER         │
+│  └─ Reviews conversations       │
+│  └─ Determines filesystem store │
+├─────────────────────────────────┤
+│      EXECUTOR SUB-AGENTS        │
+│  └─ Perform assigned tasks      │
+│  └─ Have own context windows    │
+└─────────────────────────────────┘
+```
+
+**Key Insight:** Manus originally used `todo.md` for task planning but found ~33% of actions were spent updating it. Shifted to dedicated planner agent calling executor sub-agents.
+
+### Strategy 3: Context Offloading
+
+**Tool Design:**
+- Use <20 atomic functions total
+- Store full results in filesystem, not context
+- Use `glob` and `grep` for searching
+- Progressive disclosure: load information only as needed
+
+---
+
+## The Agent Loop
+
+Manus operates in a continuous 7-step loop:
+
+```
+┌─────────────────────────────────────────┐
+│  1. ANALYZE CONTEXT                      │
+│     - Understand user intent             │
+│     - Assess current state               │
+│     - Review recent observations         │
+├─────────────────────────────────────────┤
+│  2. THINK                                │
+│     - Should I update the plan?          │
+│     - What's the next logical action?    │
+│     - Are there blockers?                │
+├─────────────────────────────────────────┤
+│  3. SELECT TOOL                          │
+│     - Choose ONE tool                    │
+│     - Ensure parameters available        │
+├─────────────────────────────────────────┤
+│  4. EXECUTE ACTION                       │
+│     - Tool runs in sandbox               │
+├─────────────────────────────────────────┤
+│  5. RECEIVE OBSERVATION                  │
+│     - Result appended to context         │
+├─────────────────────────────────────────┤
+│  6. ITERATE                              │
+│     - Return to step 1                   │
+│     - Continue until complete            │
+├─────────────────────────────────────────┤
+│  7. DELIVER OUTCOME                      │
+│     - Send results to user               │
+│     - Attach all relevant files          │
+└─────────────────────────────────────────┘
+```
+
+---
+
+## File Types Manus Creates
+
+| File | Purpose | When Created | When Updated |
+|------|---------|--------------|--------------|
+| `task_plan.md` | Phase tracking, progress | Task start | After completing phases |
+| `findings.md` | Discoveries, decisions | After ANY discovery | After viewing images/PDFs |
+| `progress.md` | Session log, what's done | At breakpoints | Throughout session |
+| Code files | Implementation | Before execution | After errors |
+
+---
+
+## Critical Constraints
+
+- **Single-Action Execution:** ONE tool call per turn. No parallel execution.
+- **Plan is Required:** Agent must ALWAYS know: goal, current phase, remaining phases
+- **Files are Memory:** Context = volatile. Filesystem = persistent.
+- **Never Repeat Failures:** If action failed, next action MUST be different
+- **Communication is a Tool:** Message types: `info` (progress), `ask` (blocking), `result` (terminal)
+
+---
+
+## Manus Statistics
+
+| Metric | Value |
+|--------|-------|
+| Average tool calls per task | ~50 |
+| Input-to-output token ratio | 100:1 |
+| Acquisition price | $2 billion |
+| Time to $100M revenue | 8 months |
+| Framework refactors since launch | 5 times |
+
+---
+
+## Key Quotes
+
+> "Context window = RAM (volatile, limited). Filesystem = Disk (persistent, unlimited). Anything important gets written to disk."
+
+> "if action_failed: next_action != same_action. Track what you tried. Mutate the approach."
+
+> "Error recovery is one of the clearest signals of TRUE agentic behavior."
+
+> "KV-cache hit rate is the single most important metric for a production-stage AI agent."
+
+> "Leave the wrong turns in the context."
+
+---
+
+## Source
+
+Based on Manus's official context engineering documentation:
+https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus

.opencode/skills/planning-with-files/templates/findings.md

@@ -0,0 +1,95 @@
+# Findings & Decisions
+<!-- 
+  WHAT: Your knowledge base for the task. Stores everything you discover and decide.
+  WHY: Context windows are limited. This file is your "external memory" - persistent and unlimited.
+  WHEN: Update after ANY discovery, especially after 2 view/browser/search operations (2-Action Rule).
+-->
+
+## Requirements
+<!-- 
+  WHAT: What the user asked for, broken down into specific requirements.
+  WHY: Keeps requirements visible so you don't forget what you're building.
+  WHEN: Fill this in during Phase 1 (Requirements & Discovery).
+  EXAMPLE:
+    - Command-line interface
+    - Add tasks
+    - List all tasks
+    - Delete tasks
+    - Python implementation
+-->
+<!-- Captured from user request -->
+-
+
+## Research Findings
+<!-- 
+  WHAT: Key discoveries from web searches, documentation reading, or exploration.
+  WHY: Multimodal content (images, browser results) doesn't persist. Write it down immediately.
+  WHEN: After EVERY 2 view/browser/search operations, update this section (2-Action Rule).
+  EXAMPLE:
+    - Python's argparse module supports subcommands for clean CLI design
+    - JSON module handles file persistence easily
+    - Standard pattern: python script.py <command> [args]
+-->
+<!-- Key discoveries during exploration -->
+-
+
+## Technical Decisions
+<!-- 
+  WHAT: Architecture and implementation choices you've made, with reasoning.
+  WHY: You'll forget why you chose a technology or approach. This table preserves that knowledge.
+  WHEN: Update whenever you make a significant technical choice.
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+    | argparse with subcommands | Clean CLI: python todo.py add "task" |
+-->
+<!-- Decisions made with rationale -->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Issues Encountered
+<!-- 
+  WHAT: Problems you ran into and how you solved them.
+  WHY: Similar to errors in task_plan.md, but focused on broader issues (not just code errors).
+  WHEN: Document when you encounter blockers or unexpected challenges.
+  EXAMPLE:
+    | Empty file causes JSONDecodeError | Added explicit empty file check before json.load() |
+-->
+<!-- Errors and how they were resolved -->
+| Issue | Resolution |
+|-------|------------|
+|       |            |
+
+## Resources
+<!-- 
+  WHAT: URLs, file paths, API references, documentation links you've found useful.
+  WHY: Easy reference for later. Don't lose important links in context.
+  WHEN: Add as you discover useful resources.
+  EXAMPLE:
+    - Python argparse docs: https://docs.python.org/3/library/argparse.html
+    - Project structure: src/main.py, src/utils.py
+-->
+<!-- URLs, file paths, API references -->
+-
+
+## Visual/Browser Findings
+<!-- 
+  WHAT: Information you learned from viewing images, PDFs, or browser results.
+  WHY: CRITICAL - Visual/multimodal content doesn't persist in context. Must be captured as text.
+  WHEN: IMMEDIATELY after viewing images or browser results. Don't wait!
+  EXAMPLE:
+    - Screenshot shows login form has email and password fields
+    - Browser shows API returns JSON with "status" and "data" keys
+-->
+<!-- CRITICAL: Update after every 2 view/browser operations -->
+<!-- Multimodal content must be captured as text immediately -->
+-
+
+---
+<!-- 
+  REMINDER: The 2-Action Rule
+  After every 2 view/browser/search operations, you MUST update this file.
+  This prevents visual information from being lost when context resets.
+-->
+*Update this file after every 2 view/browser/search operations*
+*This prevents visual information from being lost*

.opencode/skills/planning-with-files/templates/progress.md

@@ -0,0 +1,114 @@
+# Progress Log
+<!-- 
+  WHAT: Your session log - a chronological record of what you did, when, and what happened.
+  WHY: Answers "What have I done?" in the 5-Question Reboot Test. Helps you resume after breaks.
+  WHEN: Update after completing each phase or encountering errors. More detailed than task_plan.md.
+-->
+
+## Session: [DATE]
+<!-- 
+  WHAT: The date of this work session.
+  WHY: Helps track when work happened, useful for resuming after time gaps.
+  EXAMPLE: 2026-01-15
+-->
+
+### Phase 1: [Title]
+<!-- 
+  WHAT: Detailed log of actions taken during this phase.
+  WHY: Provides context for what was done, making it easier to resume or debug.
+  WHEN: Update as you work through the phase, or at least when you complete it.
+-->
+- **Status:** in_progress
+- **Started:** [timestamp]
+<!-- 
+  STATUS: Same as task_plan.md (pending, in_progress, complete)
+  TIMESTAMP: When you started this phase (e.g., "2026-01-15 10:00")
+-->
+- Actions taken:
+  <!-- 
+    WHAT: List of specific actions you performed.
+    EXAMPLE:
+      - Created todo.py with basic structure
+      - Implemented add functionality
+      - Fixed FileNotFoundError
+  -->
+  -
+- Files created/modified:
+  <!-- 
+    WHAT: Which files you created or changed.
+    WHY: Quick reference for what was touched. Helps with debugging and review.
+    EXAMPLE:
+      - todo.py (created)
+      - todos.json (created by app)
+      - task_plan.md (updated)
+  -->
+  -
+
+### Phase 2: [Title]
+<!-- 
+  WHAT: Same structure as Phase 1, for the next phase.
+  WHY: Keep a separate log entry for each phase to track progress clearly.
+-->
+- **Status:** pending
+- Actions taken:
+  -
+- Files created/modified:
+  -
+
+## Test Results
+<!-- 
+  WHAT: Table of tests you ran, what you expected, what actually happened.
+  WHY: Documents verification of functionality. Helps catch regressions.
+  WHEN: Update as you test features, especially during Phase 4 (Testing & Verification).
+  EXAMPLE:
+    | Add task | python todo.py add "Buy milk" | Task added | Task added successfully | ✓ |
+    | List tasks | python todo.py list | Shows all tasks | Shows all tasks | ✓ |
+-->
+| Test | Input | Expected | Actual | Status |
+|------|-------|----------|--------|--------|
+|      |       |          |        |        |
+
+## Error Log
+<!-- 
+  WHAT: Detailed log of every error encountered, with timestamps and resolution attempts.
+  WHY: More detailed than task_plan.md's error table. Helps you learn from mistakes.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | 2026-01-15 10:35 | FileNotFoundError | 1 | Added file existence check |
+    | 2026-01-15 10:37 | JSONDecodeError | 2 | Added empty file handling |
+-->
+<!-- Keep ALL errors - they help avoid repetition -->
+| Timestamp | Error | Attempt | Resolution |
+|-----------|-------|---------|------------|
+|           |       | 1       |            |
+
+## 5-Question Reboot Check
+<!-- 
+  WHAT: Five questions that verify your context is solid. If you can answer these, you're on track.
+  WHY: This is the "reboot test" - if you can answer all 5, you can resume work effectively.
+  WHEN: Update periodically, especially when resuming after a break or context reset.
+  
+  THE 5 QUESTIONS:
+  1. Where am I? → Current phase in task_plan.md
+  2. Where am I going? → Remaining phases
+  3. What's the goal? → Goal statement in task_plan.md
+  4. What have I learned? → See findings.md
+  5. What have I done? → See progress.md (this file)
+-->
+<!-- If you can answer these, context is solid -->
+| Question | Answer |
+|----------|--------|
+| Where am I? | Phase X |
+| Where am I going? | Remaining phases |
+| What's the goal? | [goal statement] |
+| What have I learned? | See findings.md |
+| What have I done? | See above |
+
+---
+<!-- 
+  REMINDER: 
+  - Update after completing each phase or encountering errors
+  - Be detailed - this is your "what happened" log
+  - Include timestamps for errors to track when issues occurred
+-->
+*Update after completing each phase or encountering errors*

.opencode/skills/planning-with-files/templates/task_plan.md

@@ -0,0 +1,132 @@
+# Task Plan: [Brief Description]
+<!-- 
+  WHAT: This is your roadmap for the entire task. Think of it as your "working memory on disk."
+  WHY: After 50+ tool calls, your original goals can get forgotten. This file keeps them fresh.
+  WHEN: Create this FIRST, before starting any work. Update after each phase completes.
+-->
+
+## Goal
+<!-- 
+  WHAT: One clear sentence describing what you're trying to achieve.
+  WHY: This is your north star. Re-reading this keeps you focused on the end state.
+  EXAMPLE: "Create a Python CLI todo app with add, list, and delete functionality."
+-->
+[One sentence describing the end state]
+
+## Current Phase
+<!-- 
+  WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
+  WHY: Quick reference for where you are in the task. Update this as you progress.
+-->
+Phase 1
+
+## Phases
+<!-- 
+  WHAT: Break your task into 3-7 logical phases. Each phase should be completable.
+  WHY: Breaking work into phases prevents overwhelm and makes progress visible.
+  WHEN: Update status after completing each phase: pending → in_progress → complete
+-->
+
+### Phase 1: Requirements & Discovery
+<!-- 
+  WHAT: Understand what needs to be done and gather initial information.
+  WHY: Starting without understanding leads to wasted effort. This phase prevents that.
+-->
+- [ ] Understand user intent
+- [ ] Identify constraints and requirements
+- [ ] Document findings in findings.md
+- **Status:** in_progress
+<!-- 
+  STATUS VALUES:
+  - pending: Not started yet
+  - in_progress: Currently working on this
+  - complete: Finished this phase
+-->
+
+### Phase 2: Planning & Structure
+<!-- 
+  WHAT: Decide how you'll approach the problem and what structure you'll use.
+  WHY: Good planning prevents rework. Document decisions so you remember why you chose them.
+-->
+- [ ] Define technical approach
+- [ ] Create project structure if needed
+- [ ] Document decisions with rationale
+- **Status:** pending
+
+### Phase 3: Implementation
+<!-- 
+  WHAT: Actually build/create/write the solution.
+  WHY: This is where the work happens. Break into smaller sub-tasks if needed.
+-->
+- [ ] Execute the plan step by step
+- [ ] Write code to files before executing
+- [ ] Test incrementally
+- **Status:** pending
+
+### Phase 4: Testing & Verification
+<!-- 
+  WHAT: Verify everything works and meets requirements.
+  WHY: Catching issues early saves time. Document test results in progress.md.
+-->
+- [ ] Verify all requirements met
+- [ ] Document test results in progress.md
+- [ ] Fix any issues found
+- **Status:** pending
+
+### Phase 5: Delivery
+<!-- 
+  WHAT: Final review and handoff to user.
+  WHY: Ensures nothing is forgotten and deliverables are complete.
+-->
+- [ ] Review all output files
+- [ ] Ensure deliverables are complete
+- [ ] Deliver to user
+- **Status:** pending
+
+## Key Questions
+<!-- 
+  WHAT: Important questions you need to answer during the task.
+  WHY: These guide your research and decision-making. Answer them as you go.
+  EXAMPLE: 
+    1. Should tasks persist between sessions? (Yes - need file storage)
+    2. What format for storing tasks? (JSON file)
+-->
+1. [Question to answer]
+2. [Question to answer]
+
+## Decisions Made
+<!-- 
+  WHAT: Technical and design decisions you've made, with the reasoning behind them.
+  WHY: You'll forget why you made choices. This table helps you remember and justify decisions.
+  WHEN: Update whenever you make a significant choice (technology, approach, structure).
+  EXAMPLE:
+    | Use JSON for storage | Simple, human-readable, built-in Python support |
+-->
+| Decision | Rationale |
+|----------|-----------|
+|          |           |
+
+## Errors Encountered
+<!-- 
+  WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
+  WHY: Logging errors prevents repeating the same mistakes. This is critical for learning.
+  WHEN: Add immediately when an error occurs, even if you fix it quickly.
+  EXAMPLE:
+    | FileNotFoundError | 1 | Check if file exists, create empty list if not |
+    | JSONDecodeError | 2 | Handle empty file case explicitly |
+-->
+| Error | Attempt | Resolution |
+|-------|---------|------------|
+|       | 1       |            |
+
+## Notes
+<!-- 
+  REMINDERS:
+  - Update phase status as you progress: pending → in_progress → complete
+  - Re-read this plan before major decisions (attention manipulation)
+  - Log ALL errors - they help avoid repetition
+  - Never repeat a failed action - mutate your approach instead
+-->
+- Update phase status as you progress: pending → in_progress → complete
+- Re-read this plan before major decisions (attention manipulation)
+- Log ALL errors - they help avoid repetition

CHANGELOG.md

@@ -2,6 +2,71 @@
 
 All notable changes to this project will be documented in this file.
 
+## [2.7.1] - 2026-01-22
+
+### Fixed
+
+- **Dynamic Python Command Detection** (Issue #41 by @wqh17101)
+  - Replaced hardcoded `python3` with dynamic detection: `$(command -v python3 || command -v python)`
+  - Added Windows PowerShell commands using `python` directly
+  - Fixed in all 5 IDE-specific SKILL.md files (Claude Code, Codex, Cursor, Kilocode, OpenCode)
+  - Resolves compatibility issues on Windows/Anaconda where only `python` exists
+
+### Thanks
+
+- @wqh17101 for reporting and suggesting the fix (Issue #41)
+
+---
+
+## [2.7.0] - 2026-01-22
+
+### Added
+
+- **Gemini CLI Support** (Issue #52)
+  - Native Agent Skills support for Google Gemini CLI v0.23+
+  - Created `.gemini/skills/planning-with-files/` directory structure
+  - SKILL.md formatted for Gemini CLI compatibility
+  - Full templates, scripts, and references included
+  - Added `docs/gemini.md` installation guide
+  - Added Gemini CLI badge to README
+
+### Documentation
+
+- Updated README with Gemini CLI in supported IDEs table
+- Updated file structure diagram
+- Added Gemini CLI to documentation table
+
+### Thanks
+
+- @airclear for requesting Gemini CLI support (Issue #52)
+
+---
+
+## [2.6.0] - 2026-01-22
+
+### Added
+
+- **Start Command** (PR #51 by @Guozihong)
+  - New `/planning-with-files:start` command for easier activation
+  - No longer requires copying skills to `~/.claude/skills/` folder
+  - Works directly after plugin installation
+  - Added `commands/start.md` file
+
+### Fixed
+
+- **Stop Hook Path Resolution** (PR #49 by @fahmyelraie)
+  - Fixed "No such file or directory" error when `CLAUDE_PLUGIN_ROOT` is not set
+  - Added fallback path: `$HOME/.claude/plugins/planning-with-files/scripts`
+  - Made `check-complete.sh` executable (chmod +x)
+  - Applied fix to all IDE-specific SKILL.md files (Codex, Cursor, Kilocode, OpenCode)
+
+### Thanks
+
+- @fahmyelraie for the path resolution fix (PR #49)
+- @Guozihong for the start command feature (PR #51)
+
+---
+
 ## [2.4.0] - 2026-01-20
 
 ### Fixed

README.md

@@ -15,14 +15,35 @@ A Claude Code plugin that transforms your workflow to use persistent markdown fi
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 [![Claude Code Plugin](https://img.shields.io/badge/Claude%20Code-Plugin-blue)](https://code.claude.com/docs/en/plugins)
 [![Claude Code Skill](https://img.shields.io/badge/Claude%20Code-Skill-green)](https://code.claude.com/docs/en/skills)
-[![Cursor Rules](https://img.shields.io/badge/Cursor-Rules-purple)](https://docs.cursor.com/context/rules-for-ai)
-[![Version](https://img.shields.io/badge/version-2.3.0-brightgreen)](https://github.com/OthmanAdi/planning-with-files/releases)
+[![Cursor Skills](https://img.shields.io/badge/Cursor-Skills-purple)](https://docs.cursor.com/context/skills)
+[![Kilocode Skills](https://img.shields.io/badge/Kilocode-Skills-orange)](https://kilo.ai/docs/agent-behavior/skills)
+[![Gemini CLI](https://img.shields.io/badge/Gemini%20CLI-Skills-4285F4)](https://geminicli.com/docs/cli/skills/)
+[![Version](https://img.shields.io/badge/version-2.7.1-brightgreen)](https://github.com/OthmanAdi/planning-with-files/releases)
+[![SkillCheck Validated](https://img.shields.io/badge/SkillCheck-Validated-4c1)](https://getskillcheck.com)
 
 ## Quick Install
 
 ```bash
-/plugin marketplace add OthmanAdi/planning-with-files
-/plugin install planning-with-files@planning-with-files
+# Install the plugin
+claude plugins install OthmanAdi/planning-with-files
+```
+
+That's it! Now use `/planning-with-files:start` in Claude Code.
+
+**Alternative:** If you want `/planning-with-files` (without `:start`), copy skills to your local folder:
+
+```bash
+# Optional: Copy skills for /planning-with-files command
+cp -r ~/.claude/plugins/cache/planning-with-files/planning-with-files/*/skills/planning-with-files ~/.claude/skills/
+```
+
+**Windows (PowerShell):**
+```powershell
+# Install the plugin
+claude plugins install OthmanAdi/planning-with-files
+
+# Optional: Copy skills for /planning-with-files command
+Copy-Item -Recurse -Path "$env:USERPROFILE\.claude\plugins\cache\planning-with-files\planning-with-files\*\skills\planning-with-files" -Destination "$env:USERPROFILE\.claude\skills\"
 ```
 
 See [docs/installation.md](docs/installation.md) for all installation methods.
@@ -32,10 +53,15 @@ See [docs/installation.md](docs/installation.md) for all installation methods.
 | IDE | Status | Installation Guide | Format |
 |-----|--------|-------------------|--------|
 | Claude Code | ✅ Full Support | [Installation](docs/installation.md) | Plugin + SKILL.md |
-| Cursor | ✅ Full Support | [Cursor Setup](docs/cursor.md) | Rules |
-| Kilocode | ✅ Full Support | [Kilocode Setup](docs/kilocode.md) | Rules |
+| Gemini CLI | ✅ Full Support | [Gemini Setup](docs/gemini.md) | Agent Skills |
+| Cursor | ✅ Full Support | [Cursor Setup](docs/cursor.md) | Skills |
+| Kilocode | ✅ Full Support | [Kilocode Setup](docs/kilocode.md) | Skills |
 | OpenCode | ✅ Full Support | [OpenCode Setup](docs/opencode.md) | Personal/Project Skill |
 | Codex | ✅ Full Support | [Codex Setup](docs/codex.md) | Personal Skill |
+| FactoryAI Droid | ✅ Full Support | [Factory Setup](docs/factory.md) | Workspace/Personal Skill |
+| Antigravity | ✅ Full Support | [Antigravity Setup](docs/antigravity.md) | Workspace/Personal Skill |
+
+> **Note:** If your IDE uses the legacy Rules system instead of Skills, see the [`legacy-rules-support`](https://github.com/OthmanAdi/planning-with-files/tree/legacy-rules-support) branch.
 
 ## Documentation
 
@@ -45,17 +71,24 @@ See [docs/installation.md](docs/installation.md) for all installation methods.
 | [Quick Start](docs/quickstart.md) | 5-step guide to using the pattern |
 | [Workflow Diagram](docs/workflow.md) | Visual diagram of how files and hooks interact |
 | [Troubleshooting](docs/troubleshooting.md) | Common issues and solutions |
+| [Gemini CLI Setup](docs/gemini.md) | Google Gemini CLI integration guide |
 | [Cursor Setup](docs/cursor.md) | Cursor IDE-specific instructions |
 | [Windows Setup](docs/windows.md) | Windows-specific notes |
 | [Kilo Code Support](docs/kilocode.md) | Kilo Code integration guide |
 | [Codex Setup](docs/codex.md) | Codex IDE installation and usage |
 | [OpenCode Setup](docs/opencode.md) | OpenCode IDE installation, oh-my-opencode config |
+| [FactoryAI Droid Setup](docs/factory.md) | FactoryAI Droid integration guide |
+| [Antigravity Setup](docs/antigravity.md) | Antigravity IDE integration guide |
 
 ## Versions
 
 | Version | Features | Install |
 |---------|----------|---------|
-| **v2.3.0** (current) | Codex & OpenCode IDE support | `/plugin install planning-with-files@planning-with-files` |
+| **v2.7.1** (current) | Dynamic Python detection fix | `claude plugins install OthmanAdi/planning-with-files` |
+| **v2.7.0** | Gemini CLI support | See [releases](https://github.com/OthmanAdi/planning-with-files/releases) |
+| **v2.6.0** | Start command (`/planning-with-files:start`), path resolution fix | See [releases](https://github.com/OthmanAdi/planning-with-files/releases) |
+| **v2.5.0** | Fixed autocomplete - SKILL.md matches Anthropic format | See [releases](https://github.com/OthmanAdi/planning-with-files/releases) |
+| **v2.3.0** | Codex & OpenCode IDE support | See [releases](https://github.com/OthmanAdi/planning-with-files/releases) |
 | **v2.2.2** | Restored skill activation language | See [releases](https://github.com/OthmanAdi/planning-with-files/releases) |
 | **v2.2.1** | Session recovery after /clear, enhanced PreToolUse hook | See [releases](https://github.com/OthmanAdi/planning-with-files/releases) |
 | **v2.2.0** | Kilo Code IDE support, Windows PowerShell support, OS-aware hooks | See [releases](https://github.com/OthmanAdi/planning-with-files/releases) |
@@ -112,7 +145,7 @@ Once installed, Claude will automatically:
 5. **Log errors** for future reference
 6. **Verify completion** before stopping (via Stop hook)
 
-Or invoke manually with `/planning-with-files`.
+Or invoke manually with `/planning-with-files:start` (or `/planning-with-files` if you copied skills).
 
 See [docs/quickstart.md](docs/quickstart.md) for the full 5-step guide.
 
@@ -166,6 +199,8 @@ This lets you maximize context usage before manually clearing with `/clear`.
 
 ```
 planning-with-files/
+├── commands/                # Plugin commands
+│   └── start.md             # /planning-with-files:start command
 ├── templates/               # Root-level templates (for CLAUDE_PLUGIN_ROOT)
 ├── scripts/                 # Root-level scripts (for CLAUDE_PLUGIN_ROOT)
 ├── docs/                    # Documentation
@@ -173,6 +208,7 @@ planning-with-files/
 │   ├── quickstart.md
 │   ├── workflow.md
 │   ├── troubleshooting.md
+│   ├── gemini.md            # Gemini CLI setup
 │   ├── cursor.md
 │   ├── windows.md
 │   ├── kilocode.md
@@ -193,15 +229,18 @@ planning-with-files/
 │           ├── check-complete.sh
 │           ├── init-session.ps1   # Windows PowerShell
 │           └── check-complete.ps1 # Windows PowerShell
-├── .codex/                  # Codex IDE installation guide
-│   └── INSTALL.md
-├── .opencode/               # OpenCode IDE installation guide
-│   └── INSTALL.md
+├── .gemini/                 # Gemini CLI skills
+│   └── skills/
+│       └── planning-with-files/
+├── .codex/                  # Codex IDE skills
+│   └── skills/
+├── .opencode/               # OpenCode IDE skills
+│   └── skills/
 ├── .claude-plugin/          # Plugin manifest
-├── .cursor/                 # Cursor rules
-├── .kilocode/               # Kilo Code rules
-│   └── rules/
-│       └── planning-with-files.md
+├── .cursor/                 # Cursor skills
+│   └── skills/
+├── .kilocode/               # Kilo Code skills
+│   └── skills/
 ├── CHANGELOG.md
 ├── LICENSE
 └── README.md

commands/start.md

@@ -0,0 +1,6 @@
+---
+description: "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after /clear"
+disable-model-invocation: true
+---
+
+Invoke the planning-with-files:planning-with-files skill and follow it exactly as presented to you

docs/antigravity.md

@@ -0,0 +1,265 @@
+# Antigravity IDE Setup
+
+Using planning-with-files with [Google Antigravity](https://antigravity.google/).
+
+---
+
+## Installation
+
+Antigravity auto-discovers skills from `.agent/skills/` directories. Two installation methods:
+
+### Method 1: Workspace Installation (Recommended)
+
+Share the skill with your entire team by adding it to your repository:
+
+```bash
+# In your project repository
+git clone https://github.com/OthmanAdi/planning-with-files.git /tmp/planning-with-files
+
+# Copy the Antigravity skill to your repo
+cp -r /tmp/planning-with-files/.agent .
+
+# Commit to share with team
+git add .agent/
+git commit -m "Add planning-with-files skill for Antigravity"
+git push
+
+# Clean up
+rm -rf /tmp/planning-with-files
+```
+
+Now everyone on your team using Antigravity will have access to the skill!
+
+### Method 2: Personal Installation
+
+Install just for yourself:
+
+```bash
+# Clone the repo
+git clone https://github.com/OthmanAdi/planning-with-files.git /tmp/planning-with-files
+
+# Copy to your personal Antigravity skills folder
+mkdir -p ~/.gemini/antigravity/skills
+cp -r /tmp/planning-with-files/.agent/skills/planning-with-files ~/.gemini/antigravity/skills/
+
+# Clean up
+rm -rf /tmp/planning-with-files
+```
+
+### Verification
+
+Restart your Antigravity session, then the skill will auto-activate when you work on complex tasks.
+
+No slash command needed - Antigravity automatically invokes skills based on your task description!
+
+---
+
+## How It Works
+
+### Auto-Activation
+
+Antigravity scans your task and automatically activates the skill when you:
+- Mention "complex task" or "multi-step project"
+- Request planning or organization
+- Start research tasks
+- Work on projects requiring >5 steps
+
+### Trigger Phrases
+
+Increase auto-activation likelihood by using these phrases:
+- "Create a task plan for..."
+- "This is a multi-step project..."
+- "I need planning for..."
+- "Help me organize this complex task..."
+
+### Example Request
+
+```
+I need to build a REST API with authentication,
+database integration, and comprehensive testing.
+This is a complex multi-step project that will
+require careful planning.
+```
+
+Antigravity will automatically invoke `planning-with-files` and create the three planning files.
+
+---
+
+## The Three Files
+
+Once activated, the skill creates:
+
+| File | Purpose | Location |
+|------|---------|----------|
+| `task_plan.md` | Phases, progress, decisions | Your project root |
+| `findings.md` | Research, discoveries | Your project root |
+| `progress.md` | Session log, test results | Your project root |
+
+### Templates
+
+The skill includes starter templates in `.agent/skills/planning-with-files/references/`:
+- `task_plan.md` — Phase tracking template
+- `findings.md` — Research storage template
+- `progress.md` — Session logging template
+
+---
+
+## Usage Pattern
+
+### 1. Start Complex Task
+
+Describe your task with complexity indicators:
+
+```
+I'm building a user authentication system.
+This is a multi-phase project requiring database
+setup, API endpoints, testing, and documentation.
+```
+
+### 2. Skill Auto-Activates
+
+Antigravity invokes `planning-with-files` and creates the planning files.
+
+### 3. Work Through Phases
+
+The AI will:
+- ✅ Create `task_plan.md` with phases
+- ✅ Update progress as work completes
+- ✅ Store research in `findings.md`
+- ✅ Log actions in `progress.md`
+- ✅ Re-read plans before major decisions
+
+### 4. Track Everything
+
+All important information gets written to disk, not lost in context window.
+
+---
+
+## Skill Features
+
+### The 3-Strike Error Protocol
+
+When errors occur, the AI:
+1. **Attempt 1:** Diagnose and fix
+2. **Attempt 2:** Try alternative approach
+3. **Attempt 3:** Broader rethink
+4. **After 3 failures:** Escalate to you
+
+### The 2-Action Rule
+
+After every 2 search/view operations, findings are saved to `findings.md`.
+
+Prevents losing visual/multimodal information.
+
+### Read Before Decide
+
+Before major decisions, the AI re-reads planning files to refresh goals.
+
+Prevents goal drift in long sessions.
+
+---
+
+## Team Workflow
+
+### Workspace Skills (Recommended)
+
+With workspace installation (`.agent/skills/`):
+- ✅ Everyone on team has the skill
+- ✅ Consistent planning across projects
+- ✅ Version controlled with your repo
+- ✅ Changes sync via git
+
+### Personal Skills
+
+With personal installation (`~/.gemini/antigravity/skills/`):
+- ✅ Use across all your projects
+- ✅ Keep it even if you switch teams
+- ❌ Not shared with teammates
+
+---
+
+## Why This Works
+
+This pattern is why Manus AI (acquired by Meta for $2 billion) succeeded:
+
+> "Markdown is my 'working memory' on disk. Since I process information iteratively and my active context has limits, Markdown files serve as scratch pads for notes, checkpoints for progress, building blocks for final deliverables."
+> — Manus AI
+
+**Key insight:** Context window = RAM (volatile). Filesystem = Disk (persistent).
+
+Write important information to disk, not context.
+
+---
+
+## Troubleshooting
+
+### Skill Not Activating?
+
+1. **Add trigger phrases:** Use "complex task", "multi-step", "planning" in your request
+2. **Be explicit:** Mention number of phases or complexity
+3. **Restart Antigravity:** Agent rescans skills on restart
+
+### Files Not Created?
+
+Check:
+- Current directory is writable
+- No file permission issues
+- Agent has file system access
+
+### Need Templates?
+
+Templates are in:
+- **Workspace:** `.agent/skills/planning-with-files/references/`
+- **Personal:** `~/.gemini/antigravity/skills/planning-with-files/references/`
+
+Copy them to your project root and customize.
+
+---
+
+## Advanced: Customization
+
+### Modify the Skill
+
+Edit `.agent/skills/planning-with-files/SKILL.md` to customize:
+- Change trigger phrases in description
+- Adjust planning patterns
+- Add team-specific rules
+
+### Add Custom Templates
+
+Place custom templates in:
+```
+.agent/skills/planning-with-files/references/
+```
+
+Antigravity will reference them automatically.
+
+---
+
+## Agent Skills Standard
+
+This skill follows the [Agent Skills Specification](https://agentskills.io/specification), an open standard for AI coding assistants.
+
+The same skill format works across:
+- Google Antigravity
+- Claude Code
+- Cursor
+- And other Agent Skills-compatible IDEs
+
+---
+
+## Support
+
+- **GitHub Issues:** https://github.com/OthmanAdi/planning-with-files/issues
+- **Antigravity Docs:** https://antigravity.google/docs/skills
+- **Agent Skills Spec:** https://agentskills.io/specification
+- **Author:** [@OthmanAdi](https://github.com/OthmanAdi)
+
+---
+
+## See Also
+
+- [Quick Start Guide](quickstart.md)
+- [Workflow Diagram](workflow.md)
+- [Manus Principles](../skills/planning-with-files/reference.md)
+- [Real Examples](../skills/planning-with-files/examples.md)

docs/factory.md

@@ -0,0 +1,252 @@
+# FactoryAI Droid Setup
+
+Using planning-with-files with [FactoryAI Droid](https://docs.factory.ai/).
+
+---
+
+## Installation
+
+FactoryAI Droid auto-discovers skills from `.factory/skills/` directories. Two installation methods:
+
+### Method 1: Workspace Installation (Recommended)
+
+Share the skill with your entire team by adding it to your repository:
+
+```bash
+# In your project repository
+git clone https://github.com/OthmanAdi/planning-with-files.git /tmp/planning-with-files
+
+# Copy the Factory skill to your repo
+cp -r /tmp/planning-with-files/.factory .
+
+# Commit to share with team
+git add .factory/
+git commit -m "Add planning-with-files skill for Factory Droid"
+git push
+
+# Clean up
+rm -rf /tmp/planning-with-files
+```
+
+Now everyone on your team using Factory Droid will have access to the skill!
+
+### Method 2: Personal Installation
+
+Install just for yourself:
+
+```bash
+# Clone the repo
+git clone https://github.com/OthmanAdi/planning-with-files.git /tmp/planning-with-files
+
+# Copy to your personal Factory skills folder
+mkdir -p ~/.factory/skills
+cp -r /tmp/planning-with-files/.factory/skills/planning-with-files ~/.factory/skills/
+
+# Clean up
+rm -rf /tmp/planning-with-files
+```
+
+### Verification
+
+Restart your Factory Droid session, then the skill will auto-activate when you work on complex tasks.
+
+No slash command needed - Factory Droid automatically invokes skills based on your task description!
+
+---
+
+## How It Works
+
+### Auto-Activation
+
+Factory Droid scans your task and automatically activates the skill when you:
+- Mention "complex task" or "multi-step project"
+- Request planning or organization
+- Start research tasks
+- Work on projects requiring >5 steps
+
+### Trigger Phrases
+
+Increase auto-activation likelihood by using these phrases:
+- "Create a task plan for..."
+- "This is a multi-step project..."
+- "I need planning for..."
+- "Help me organize this complex task..."
+
+### Example Request
+
+```
+I need to build a REST API with authentication,
+database integration, and comprehensive testing.
+This is a complex multi-step project that will
+require careful planning.
+```
+
+Factory Droid will automatically invoke `planning-with-files` and create the three planning files.
+
+---
+
+## The Three Files
+
+Once activated, the skill creates:
+
+| File | Purpose | Location |
+|------|---------|----------|
+| `task_plan.md` | Phases, progress, decisions | Your project root |
+| `findings.md` | Research, discoveries | Your project root |
+| `progress.md` | Session log, test results | Your project root |
+
+### Templates
+
+The skill includes starter templates in `.factory/skills/planning-with-files/templates/`:
+- `task_plan.md` — Phase tracking template
+- `findings.md` — Research storage template
+- `progress.md` — Session logging template
+
+---
+
+## Usage Pattern
+
+### 1. Start Complex Task
+
+Describe your task with complexity indicators:
+
+```
+I'm building a user authentication system.
+This is a multi-phase project requiring database
+setup, API endpoints, testing, and documentation.
+```
+
+### 2. Skill Auto-Activates
+
+Factory Droid invokes `planning-with-files` and creates the planning files.
+
+### 3. Work Through Phases
+
+The AI will:
+- ✅ Create `task_plan.md` with phases
+- ✅ Update progress as work completes
+- ✅ Store research in `findings.md`
+- ✅ Log actions in `progress.md`
+- ✅ Re-read plans before major decisions
+
+### 4. Track Everything
+
+All important information gets written to disk, not lost in context window.
+
+---
+
+## Skill Features
+
+### The 3-Strike Error Protocol
+
+When errors occur, the AI:
+1. **Attempt 1:** Diagnose and fix
+2. **Attempt 2:** Try alternative approach
+3. **Attempt 3:** Broader rethink
+4. **After 3 failures:** Escalate to you
+
+### The 2-Action Rule
+
+After every 2 search/view operations, findings are saved to `findings.md`.
+
+Prevents losing visual/multimodal information.
+
+### Read Before Decide
+
+Before major decisions, the AI re-reads planning files to refresh goals.
+
+Prevents goal drift in long sessions.
+
+---
+
+## Team Workflow
+
+### Workspace Skills (Recommended)
+
+With workspace installation (`.factory/skills/`):
+- ✅ Everyone on team has the skill
+- ✅ Consistent planning across projects
+- ✅ Version controlled with your repo
+- ✅ Changes sync via git
+
+### Personal Skills
+
+With personal installation (`~/.factory/skills/`):
+- ✅ Use across all your projects
+- ✅ Keep it even if you switch teams
+- ❌ Not shared with teammates
+
+---
+
+## Why This Works
+
+This pattern is why Manus AI (acquired by Meta for $2 billion) succeeded:
+
+> "Markdown is my 'working memory' on disk. Since I process information iteratively and my active context has limits, Markdown files serve as scratch pads for notes, checkpoints for progress, building blocks for final deliverables."
+> — Manus AI
+
+**Key insight:** Context window = RAM (volatile). Filesystem = Disk (persistent).
+
+Write important information to disk, not context.
+
+---
+
+## Troubleshooting
+
+### Skill Not Activating?
+
+1. **Add trigger phrases:** Use "complex task", "multi-step", "planning" in your request
+2. **Be explicit:** Mention number of phases or complexity
+3. **Restart Droid:** Factory Droid rescans skills on restart
+
+### Files Not Created?
+
+Check:
+- Current directory is writable
+- No file permission issues
+- Droid has file system access
+
+### Need Templates?
+
+Templates are in:
+- **Workspace:** `.factory/skills/planning-with-files/templates/`
+- **Personal:** `~/.factory/skills/planning-with-files/templates/`
+
+Copy them to your project root and customize.
+
+---
+
+## Advanced: Customization
+
+### Modify the Skill
+
+Edit `.factory/skills/planning-with-files/SKILL.md` to customize:
+- Change trigger phrases in description
+- Adjust planning patterns
+- Add team-specific rules
+
+### Add Custom Templates
+
+Place custom templates in:
+```
+.factory/skills/planning-with-files/templates/
+```
+
+Factory Droid will reference them automatically.
+
+---
+
+## Support
+
+- **GitHub Issues:** https://github.com/OthmanAdi/planning-with-files/issues
+- **Factory Docs:** https://docs.factory.ai/cli/configuration/skills
+- **Author:** [@OthmanAdi](https://github.com/OthmanAdi)
+
+---
+
+## See Also
+
+- [Quick Start Guide](quickstart.md)
+- [Workflow Diagram](workflow.md)
+- [Manus Principles](../skills/planning-with-files/references.md)
+- [Real Examples](../skills/planning-with-files/examples.md)

docs/gemini.md

@@ -0,0 +1,176 @@
+# Gemini CLI Setup
+
+This guide explains how to install and use planning-with-files with [Gemini CLI](https://geminicli.com/).
+
+## Prerequisites
+
+- Gemini CLI v0.23 or later
+- Agent Skills enabled in settings
+
+## Enable Agent Skills
+
+Agent Skills is an experimental feature. Enable it first:
+
+```bash
+# Open settings
+gemini /settings
+
+# Search for "Skills" → Toggle "Agent Skills" to true → Press Esc to save
+```
+
+Or edit `~/.gemini/settings.json`:
+
+```json
+{
+  "experimental": {
+    "skills": true
+  }
+}
+```
+
+## Installation Methods
+
+### Method 1: Install from GitHub (Recommended)
+
+```bash
+gemini skills install https://github.com/OthmanAdi/planning-with-files --path .gemini/skills/planning-with-files
+```
+
+### Method 2: Manual Installation (User-level)
+
+```bash
+# Clone the repository
+git clone https://github.com/OthmanAdi/planning-with-files.git
+
+# Copy to Gemini skills folder
+cp -r planning-with-files/.gemini/skills/planning-with-files ~/.gemini/skills/
+```
+
+### Method 3: Manual Installation (Workspace-level)
+
+For project-specific installation:
+
+```bash
+# In your project directory
+mkdir -p .gemini/skills
+
+# Copy skill
+cp -r /path/to/planning-with-files/.gemini/skills/planning-with-files .gemini/skills/
+```
+
+## Verify Installation
+
+```bash
+# List all skills
+gemini skills list
+
+# Should show:
+# - planning-with-files: Implements Manus-style file-based planning...
+```
+
+Or in an interactive session:
+
+```
+/skills list
+```
+
+## Skill Discovery Tiers
+
+Skills are loaded from three locations with this precedence:
+
+| Tier | Location | Scope |
+|------|----------|-------|
+| Workspace | `.gemini/skills/` | Project-specific (highest priority) |
+| User | `~/.gemini/skills/` | All projects |
+| Extension | Bundled with extensions | Lowest priority |
+
+Higher-precedence locations override lower ones when names conflict.
+
+## Usage
+
+### Automatic Activation
+
+Gemini will automatically detect when to use this skill based on the task description. For complex multi-step tasks, it will prompt you:
+
+```
+Gemini wants to activate skill: planning-with-files
+Purpose: Implements Manus-style file-based planning for complex tasks
+Allow? [y/n]
+```
+
+### Manual Activation
+
+You can also manually enable/disable skills:
+
+```
+/skills enable planning-with-files
+/skills disable planning-with-files
+/skills reload
+```
+
+## How It Works
+
+1. **Session Start**: Gemini loads skill names and descriptions
+2. **Task Detection**: When you describe a complex task, Gemini matches it to the skill
+3. **Activation Prompt**: You approve the skill activation
+4. **Instructions Loaded**: Full SKILL.md content is added to context
+5. **Execution**: Gemini follows the planning workflow
+
+## Skill Structure
+
+```
+.gemini/skills/planning-with-files/
+├── SKILL.md              # Main skill instructions
+├── templates/
+│   ├── task_plan.md      # Phase tracking template
+│   ├── findings.md       # Research storage template
+│   └── progress.md       # Session logging template
+├── scripts/
+│   ├── init-session.sh   # Initialize planning files
+│   ├── check-complete.sh # Verify completion
+│   ├── init-session.ps1  # Windows PowerShell version
+│   └── check-complete.ps1
+└── references/
+    ├── reference.md      # Manus principles
+    └── examples.md       # Real-world examples
+```
+
+## Sharing Skills with Claude Code
+
+If you use both Gemini CLI and Claude Code, you can share skills:
+
+```bash
+# Create symlink (Linux/macOS)
+ln -s ~/.claude/skills ~/.gemini/skills
+
+# Or copy between them
+cp -r ~/.claude/skills/planning-with-files ~/.gemini/skills/
+```
+
+## Troubleshooting
+
+### Skill not appearing
+
+1. Check skills are enabled: `gemini /settings` → Search "Skills"
+2. Verify installation: `gemini skills list`
+3. Reload skills: `/skills reload`
+
+### Skill not activating
+
+- Make sure your task description matches the skill's purpose
+- Try manually enabling: `/skills enable planning-with-files`
+
+### Path issues on Windows
+
+Use PowerShell:
+
+```powershell
+# Copy to user skills
+Copy-Item -Recurse -Path ".\.gemini\skills\planning-with-files" -Destination "$env:USERPROFILE\.gemini\skills\"
+```
+
+## Resources
+
+- [Gemini CLI Documentation](https://geminicli.com/docs/)
+- [Agent Skills Guide](https://geminicli.com/docs/cli/skills/)
+- [Skills Tutorial](https://geminicli.com/docs/cli/tutorials/skills-getting-started/)

skills/planning-with-files/SKILL.md

@@ -27,10 +27,11 @@ hooks:
     - hooks:
         - type: command
           command: |
+            SCRIPT_DIR="${CLAUDE_PLUGIN_ROOT:-$HOME/.claude/plugins/planning-with-files}/scripts"
             if command -v pwsh &> /dev/null && [[ "$OSTYPE" == "msys" || "$OSTYPE" == "win32" || "$OS" == "Windows_NT" ]]; then
-              pwsh -ExecutionPolicy Bypass -File "${CLAUDE_PLUGIN_ROOT}/scripts/check-complete.ps1" 2>/dev/null || powershell -ExecutionPolicy Bypass -File "${CLAUDE_PLUGIN_ROOT}/scripts/check-complete.ps1" 2>/dev/null || bash "${CLAUDE_PLUGIN_ROOT}/scripts/check-complete.sh"
+              pwsh -ExecutionPolicy Bypass -File "$SCRIPT_DIR/check-complete.ps1" 2>/dev/null || powershell -ExecutionPolicy Bypass -File "$SCRIPT_DIR/check-complete.ps1" 2>/dev/null || bash "$SCRIPT_DIR/check-complete.sh"
             else
-              bash "${CLAUDE_PLUGIN_ROOT}/scripts/check-complete.sh"
+              bash "$SCRIPT_DIR/check-complete.sh"
             fi
 ---
 
@@ -43,7 +44,13 @@ Work like Manus: Use persistent markdown files as your "working memory on disk."
 **Before starting work**, check for unsynced context from a previous session:
 
 ```bash
-python3 ${CLAUDE_PLUGIN_ROOT}/scripts/session-catchup.py "$(pwd)"
+# Linux/macOS
+$(command -v python3 || command -v python) ${CLAUDE_PLUGIN_ROOT}/scripts/session-catchup.py "$(pwd)"
+```
+
+```powershell
+# Windows PowerShell
+& (Get-Command python -ErrorAction SilentlyContinue).Source "$env:USERPROFILE\.claude\skills\planning-with-files\scripts\session-catchup.py" (Get-Location)
 ```
 
 If catchup report shows unsynced context: