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15 Commits
Author SHA1 Message Date
OthmanAdi d71b3be47b release: v3.4.0 (PLANNING_DISABLED=1 opt-out for one-shot sessions, closes #195) 2026-07-06 07:20:12 +02:00
OthmanAdi ee892664af feat: honor PLANNING_DISABLED=1 per-invocation opt-out across all hook entry points (closes #195) 2026-07-06 07:19:12 +02:00
OthmanAdi 34d4a7edd4 release: v3.3.0 (Pi extension /plan-execute approval gate, PR #193 merged, closes #190) 2026-07-06 06:22:09 +02:00
diksha adbdc8e13a feat: gate Pi hooks behind plan-execute
Add an explicit /plan-execute approval command for the Pi extension so task_plan.md can be drafted and reviewed without activating plan injection, pre-tool recitations, post-write reminders, or auto-continue.

Scope approval to the current session and plan path, reset it on session lifecycle events, and document the passive review flow with focused runtime and docs coverage.
2026-07-06 06:19:06 +02:00
OthmanAdi 8459756b18 release: v3.2.0 (v3 health audit: session-catchup + inject-plan Windows fixes, 0/0-phases guard, analytics templates, 2 PRs merged)
Version bumped to 3.2.0 across the 17 parity-locked files via
scripts/bump-version.py. .continue, .gemini, .pi, and .kiro lag
intentionally, now documented directly in AGENTS.md.

CHANGELOG, CONTRIBUTORS, and README updated. docs/evals.md gets a new
Test 4 documenting the functional verification of v3's long-running-session
mechanism on Windows, the two bugs it found, and what was fixed.
2026-07-03 17:03:43 +02:00
Igor Costa fb8127682d Add Autohand Code setup docs 2026-07-03 16:56:32 +02:00
stephen-abc cc7c67c511 fix: resolve windows test encoding errors and correct installation docs 2026-07-03 16:56:25 +02:00
OthmanAdi 7eb674845a security: add SECURITY.md and enable private vulnerability reporting (closes #188)
@AvitalAviv reported having a possible vulnerability to disclose with no
private channel to do it through. Enabled GitHub's private vulnerability
reporting for the repo (Security tab, Report a vulnerability) and added
SECURITY.md documenting the reporting path, scope (hook injection, path
resolution, supply chain), and response expectations, so future reports have
both the GitHub-native flow and a documented policy to point to.
2026-07-03 16:55:52 +02:00
OthmanAdi 22055786df docs: fix templates directory mislabel in docs/codebuddy.md
Three sections pointed users at .codebuddy/skills/planning-with-files/references/
for the task_plan.md, findings.md, and progress.md starter templates. Those
three files live in the skill's templates/ directory; references/ holds
examples.md and reference.md instead. Same mislabel PR #187 fixes in
antigravity.md, on a file outside that PR's scope.
2026-07-03 16:55:45 +02:00
OthmanAdi d7c805b3f7 docs: correct contributor PR merge guidance in AGENTS.md
AGENTS.md's own release checklist told agents to squash-merge contributor
PRs: "git merge --squash origin/branch, then a single commit as OthmanAdi."
That reassigns the contributor's commit authorship to whoever runs the local
commit, which is the exact mistake CLAUDE.md and this project's own history
already learned to avoid (v2.40.1 cycle). AGENTS.md describes itself as "the
canonical, session-portable reference for how every agent working in this
repo must handle commits," so a future session following it verbatim would
have reintroduced the bug it was written to prevent.

Replaced both the checklist step and the summary bullet with cherry-pick or
gh pr merge --rebase, matching CLAUDE.md and CONTRIBUTORS.md's own authorship
guidance, which this contradicted. Also documented that scripts/bump-version.py
excludes four files from the parity bump, not two: .continue and .gemini as
already noted, plus .pi (own npm version) and .kiro (own -kiro-suffixed
scheme) which recent CHANGELOG entries already cited as "per AGENTS.md release
scope" without this file actually saying so.
2026-07-03 16:55:43 +02:00
OthmanAdi ed46cfc18e fix: ship analytics templates into the canonical skill package (addresses #103)
templates/analytics_task_plan.md and templates/analytics_findings.md existed
at the repo root (added v2.29.0 for #103) but were never copied into
skills/planning-with-files/templates/, the directory init-session.sh actually
reads inside the installed skill package. The --template analytics flag has
been silently falling back to the generic default templates for every plugin
or skill-only install since the feature shipped; only the loose repo-root
scripts and the .hermes mirror had working copies.

Copied both files into the canonical templates/ dir and added them to
sync-ide-folders.py's TEMPLATES list so future syncs carry them to every IDE
mirror automatically, then ran the sync once to backfill the seven mirrors
that share the canonical templates dir. Verified init-session.sh --template
analytics now produces the real analytics-phase task_plan.md instead of the
generic default.

This does not add the standalone analytics subagent #103 originally asked
for; the template-and-flag mode is what shipped in v2.29.0 and this fix makes
it actually work as documented.
2026-07-03 16:55:31 +02:00
OthmanAdi 0d028d4480 fix: normalize resolved path before comparison in Hermes adapter test
test_installed_plugin_resolves_repo_assets_for_completion_check compared the
skill_root the production code returns (canonicalized via Path.resolve(),
which normalizes Windows 8.3 short-name aliases such as OASRVA~1 to the real
account name) against an unresolved path built from tempfile's raw TEMP
value. On accounts where TEMP itself is short-name-aliased, the two sides
disagree even though they point at the same directory. Resolving the expected
side the same way fixes the false failure without changing what the test
verifies.
2026-07-03 16:55:07 +02:00
OthmanAdi 65c768dfa8 fix: task_plan.md without ### Phase headings falsely reported as 0/0 phases (closes #191)
Every Stop-hook style adapter (Codex, Cursor, GitHub Copilot's AgentStop, and
the canonical Claude Code check-complete.sh/.ps1 used by the gate and
advisory paths) checked only that task_plan.md exists, never that it contains
any "### Phase" headings. A task_plan.md that exists but isn't a structured
plan gives TOTAL=0, which fell through to the same branch as an in-progress
plan, producing "Task in progress (0/0 phases complete)" or, worse, Cursor and
GitHub Copilot's variants auto-continuing with "0/0 phases done ... continue
working on the remaining phases."

Reported against Codex specifically in #191 by @mixian939, with a correct
diagnosis and suggested fix. Auditing the same pattern found it in the
canonical scripts and two other IDE adapters too, so the guard lands
everywhere at once: a TOTAL=0 check that exits silently (or emits empty JSON
for Copilot's schema) before any status message is built.

Propagated to every check-complete.sh/.ps1 copy that shares this logic
(canonical, all sync-ide-folders.py-managed IDE mirrors via a sync run, the
five language-variant skills, and the standalone .kiro copy) so the fix is not
Claude-Code-only. inject-plan.sh, gate-stop.sh and the ledger scripts already
build on check-complete.sh's TOTAL and needed no separate change.
2026-07-03 16:55:00 +02:00
OthmanAdi 1e60b06929 fix: inject-plan.sh containment guard silently dropped plan injection under aliased paths
is_within_root() canonicalized the root via the $PWD string but canonicalized
candidates via a relative path (".", ".planning/<id>"), which resolves through
getcwd() instead. On this machine's TEMP (an 8.3 short-name path,
C:\Users\OASRVA~1\...) and under the MSYS /tmp mount alias, those two
canonicalization routes land on differently-spelled paths for the same
physical directory, so the prefix-match containment check fails and the hook
exits 0 with zero output: no plan re-injection, no tamper warning, no error.
A user would have no way to know it stopped working.

Root cause was the asymmetry, not either canonicalization call individually.
Fixed by canonicalizing the root the same way candidates already are, via the
relative "." token instead of the $PWD variable, so both sides resolve through
the same physical-cwd code path. resolve-plan-dir.sh already worked correctly
for the same reason (it builds absolute candidates), which is what pointed at
the fix.
2026-07-03 16:54:32 +02:00
OthmanAdi 5058565588 fix: session-catchup.py Windows path sanitization and encoding
get_project_dir_claude only replaced forward slashes, so a Windows path
(C:\Users\... or Git Bash's /c/Users/...) never sanitized to Claude's real
project directory name, and the function silently returned early every time.
Three open() calls also had no explicit encoding, so a session log with any
non-ASCII content raised UnicodeDecodeError on Windows' default cp1252 codec,
an error the bare except clauses swallowed. Together these meant the "resume
after /clear" feature did nothing on Windows, with no visible error.

Fixed by branching on whether the path looks Windows-shaped (contains ':' or
'\') before sanitizing, converting Git Bash drive-letter paths first, and
adding encoding='utf-8', errors='replace' to the three reads. Genuine Unix
absolute paths take the untouched legacy branch, so macOS/Linux behavior is
unchanged.

tests/test_path_fix.py previously reimplemented the sanitizer instead of
importing the real module ("avoids import issues" per its own comment), so
the suite stayed green while the shipped script stayed broken. It now loads
scripts/session-catchup.py via importlib and exercises the actual function,
plus a regression case for the untouched Unix branch.
2026-07-03 16:54:20 +02:00
119 changed files with 2708 additions and 133 deletions
+1 -1
View File
@@ -9,7 +9,7 @@
"name": "planning-with-files",
"source": "./",
"description": "Persistent file-based planning for AI coding agents. Crash-proof markdown plans that survive context loss, /clear, and crashes, with an opt-in completion gate and multi-agent shared state on disk. Manus-style, installs across 60+ agents via the SKILL.md standard.",
"version": "3.1.3"
"version": "3.4.0"
}
]
}
+1 -1
View File
@@ -1,6 +1,6 @@
{
"name": "planning-with-files",
"version": "3.1.3",
"version": "3.4.0",
"description": "Persistent file-based planning for AI coding agents. Crash-proof markdown plans (task_plan.md, findings.md, progress.md) that survive context loss and /clear, with an opt-in completion gate and multi-agent shared state. Manus-style. Works with Claude Code, Codex CLI, Cursor, Kiro, OpenCode and 60+ agents via the SKILL.md standard. Includes Arabic, German, Spanish, and Chinese (Simplified and Traditional).",
"author": {
"name": "OthmanAdi",
@@ -28,7 +28,7 @@ hooks:
- type: command
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
@@ -20,6 +20,10 @@ param(
[switch]$Gate
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if ($PlanFile -ne "") {
$PlanDir = Split-Path -Parent $PlanFile
if ($PlanDir -eq "") { $PlanDir = "." }
@@ -73,6 +77,13 @@ $COMPLETE = [Math]::Max($completePrimary, $completeInline)
$IN_PROGRESS = [Math]::Max($inProgressPrimary, $inProgressInline)
$PENDING = [Math]::Max($pendingPrimary, $pendingInline)
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if ($TOTAL -eq 0) {
exit 0
}
# advisory_report: the v2.43 status echo.
function Write-AdvisoryReport {
if ($COMPLETE -eq $TOTAL -and $TOTAL -gt 0) {
@@ -30,6 +30,10 @@
# interactive terminal (TTY) is skipped entirely. No data on stdin is treated
# as stop_hook_active=false.
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
GATE=0
PLAN_FILE=""
for _arg in "$@"; do
@@ -97,6 +101,13 @@ if [ "$PENDING_INLINE" -gt "$PENDING_PRIMARY" ]; then PENDING="$PENDING_INLINE";
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
# advisory_report: the v2.43 status echo. Always exit 0 after calling.
advisory_report() {
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
@@ -0,0 +1,85 @@
# Findings & Decisions
<!--
WHAT: Knowledge base for your analytics session. Stores data sources, hypotheses, and results.
WHY: Context windows are limited. This file is your "external memory" for analytical work.
WHEN: Update after ANY discovery, especially after running queries or viewing charts.
-->
## Data Sources
<!--
WHAT: Every data source you connected to, with schema details and quality notes.
WHY: Knowing where your data came from and its limitations is critical for reproducibility.
EXAMPLE:
| user_events | PostgreSQL prod replica | 2.3M rows | user_id, event_type, ts | 0.2% null user_id |
| revenue.csv | Finance team export | 45K rows | account_id, mrr, churn_date | Complete, no nulls |
-->
| Source | Location | Size | Key Fields | Quality Notes |
|--------|----------|------|------------|---------------|
| | | | | |
## Hypothesis Log
<!--
WHAT: Each hypothesis you tested, the method used, and the result.
WHY: Structured tracking prevents p-hacking and makes your reasoning auditable.
EXAMPLE:
| H1: Churn > 50% for low-activity users | Chi-squared test | Confirmed (p=0.003) | High |
| H2: Feature X correlates with retention | Pearson correlation | Rejected (r=0.08) | High |
-->
| Hypothesis | Test Method | Result | Confidence |
|------------|-------------|--------|------------|
| | | | |
## Query Results
<!--
WHAT: Key queries you ran and what they revealed.
WHY: Queries are ephemeral - if you don't write down the results, they're lost on context reset.
WHEN: After EVERY significant query. Don't wait.
EXAMPLE:
### Churn rate by activity segment
Query: SELECT activity_bucket, COUNT(*), AVG(churned) FROM user_segments GROUP BY 1
Result: Low activity: 62% churn, Medium: 28%, High: 8%
Interpretation: Strong inverse relationship between activity and churn
-->
<!-- Record query, result summary, and interpretation for each significant query -->
## Statistical Findings
<!--
WHAT: Formal statistical test results with all relevant metrics.
WHY: Recording p-values, effect sizes, and confidence intervals makes results reproducible.
EXAMPLE:
| Chi-squared (churn ~ activity) | p=0.003 | Cramer's V=0.31 | Reject null: activity segments differ significantly in churn |
| Pearson (feature_x ~ retention) | p=0.42 | r=0.08 | Fail to reject: no meaningful correlation |
-->
| Test | p-value | Effect Size | Conclusion |
|------|---------|-------------|------------|
| | | | |
## Technical Decisions
<!--
WHAT: Analytical method choices with reasoning.
EXAMPLE:
| Use log transform on revenue | Right-skewed distribution, normalizes for parametric tests |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Issues Encountered
| Issue | Resolution |
|-------|------------|
| | |
## Resources
<!-- URLs, file paths, documentation links -->
-
## Visual/Browser Findings
<!--
CRITICAL: Update after viewing charts, dashboards, or browser results.
Multimodal content doesn't persist in context - capture as text immediately.
-->
-
---
*Update this file after every 2 view/browser/search operations*
*This prevents visual information from being lost*
@@ -0,0 +1,106 @@
# Task Plan: [Analytics Project Description]
<!--
WHAT: Roadmap for a data analytics or exploration session.
WHY: Analytics workflows have different phases than software development — hypothesis testing,
data quality checks, and statistical validation don't map to a generic build cycle.
WHEN: Create this FIRST before starting any data exploration. Update after each phase.
-->
## Goal
<!--
WHAT: One clear sentence describing what you're trying to learn or produce.
EXAMPLE: "Determine which user segments have the highest churn risk using last 90 days of activity data."
-->
[One sentence describing the analytical objective]
## Current Phase
<!--
WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
WHY: Quick reference for where you are. Update this as you progress.
-->
Phase 1
## Phases
### Phase 1: Data Discovery
<!--
WHAT: Connect to data sources, understand schemas, assess data quality.
WHY: Bad data produces bad analysis. This phase prevents wasted effort on unreliable inputs.
-->
- [ ] Identify and connect to data sources
- [ ] Document schemas and field descriptions in findings.md
- [ ] Assess data quality (nulls, duplicates, outliers, date ranges)
- [ ] Estimate dataset size and query performance
- **Status:** in_progress
### Phase 2: Exploratory Analysis
<!--
WHAT: Distributions, correlations, outliers, initial patterns.
WHY: Understanding the shape of your data before testing hypotheses prevents false conclusions.
-->
- [ ] Compute summary statistics for key variables
- [ ] Visualize distributions and relationships
- [ ] Identify outliers and anomalies
- [ ] Document initial patterns in findings.md
- **Status:** pending
### Phase 3: Hypothesis Testing
<!--
WHAT: Formalize hypotheses, run statistical tests, validate findings.
WHY: Moving from "it looks like X" to "we can confidently say X" requires structured testing.
-->
- [ ] Formalize hypotheses from exploratory phase
- [ ] Select appropriate statistical tests
- [ ] Run tests and record results in findings.md
- [ ] Validate findings against holdout data or alternative methods
- **Status:** pending
### Phase 4: Synthesis & Reporting
<!--
WHAT: Summarize findings, create visualizations, document conclusions.
WHY: Analysis without clear communication is wasted work. This phase produces the deliverable.
-->
- [ ] Summarize key findings with supporting evidence
- [ ] Create final visualizations
- [ ] Document conclusions and recommendations
- [ ] Note limitations and areas for further investigation
- **Status:** pending
## Hypotheses
<!--
WHAT: Questions you're investigating, stated as testable hypotheses.
WHY: Explicit hypotheses prevent fishing expeditions and keep analysis focused.
EXAMPLE:
1. Users who logged in < 3 times in the last 30 days have > 50% churn rate (H1)
2. Feature X adoption correlates with retention (r > 0.3) (H2)
-->
1. [Hypothesis to test]
2. [Hypothesis to test]
## Decisions Made
<!--
WHAT: Analytical decisions with reasoning (e.g., choosing a test, filtering criteria).
EXAMPLE:
| Use median instead of mean | Revenue data is heavily right-skewed |
| Filter to last 90 days | Earlier data uses a different tracking schema |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Errors Encountered
<!--
WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
EXAMPLE:
| Query timeout on raw table | 1 | Added date partition filter |
| Null join keys in user_events | 2 | Inner join instead of left join, documented data loss |
-->
| Error | Attempt | Resolution |
|-------|---------|------------|
| | 1 | |
## Notes
- Update phase status as you progress: pending -> in_progress -> complete
- Re-read this plan before major analytical decisions
- Log ALL errors - they help avoid repetition
- Write query results and visual findings to findings.md immediately
+2
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@@ -45,6 +45,8 @@ def is_session_attached(root: Path, session_id: str | None) -> bool:
existing single-session users are not broken on upgrade.
Isolation mode: return True only when the session has an attached sentinel.
"""
if os.environ.get("PLANNING_DISABLED", "") == "1":
return False # issue #195: explicit per-invocation opt-out (one-shot exec/CI)
sessions_dir = root / ".planning" / "sessions"
if not sessions_dir.exists():
return True # legacy — no sessions dir means single-session setup
+3
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@@ -1,6 +1,9 @@
#!/bin/bash
# planning-with-files: Post-tool-use hook for Codex
# issue #195: per-invocation opt-out for one-shot/CI sessions.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
HOOK_DIR="$(cd "$(dirname "$0")" 2>/dev/null && pwd)"
PLAN_DIR="$(sh "${HOOK_DIR}/resolve-plan-dir.sh" 2>/dev/null)"
PLAN_FILE="${PLAN_DIR:+${PLAN_DIR}/}task_plan.md"
+3
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@@ -2,6 +2,9 @@
# planning-with-files: PreCompact hook for Codex
# Reminds the agent to flush progress before context compaction.
# issue #195: per-invocation opt-out for one-shot/CI sessions.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
HOOK_DIR="$(cd "$(dirname "$0")" 2>/dev/null && pwd)"
PLAN_DIR="$(sh "${HOOK_DIR}/resolve-plan-dir.sh" 2>/dev/null)"
PLAN_FILE="${PLAN_DIR:+${PLAN_DIR}/}task_plan.md"
+7
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@@ -1,6 +1,13 @@
#!/bin/bash
# planning-with-files: Pre-tool-use hook for Codex
# issue #195: per-invocation opt-out for one-shot/CI sessions. Still emit the
# allow decision so the tool call proceeds; only the plan context is skipped.
if [ "${PLANNING_DISABLED:-}" = "1" ]; then
echo '{"decision": "allow"}'
exit 0
fi
HOOK_DIR="$(cd "$(dirname "$0")" 2>/dev/null && pwd)"
PLAN_DIR="$(sh "${HOOK_DIR}/resolve-plan-dir.sh" 2>/dev/null)"
PLAN_FILE="${PLAN_DIR:+${PLAN_DIR}/}task_plan.md"
+4
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@@ -2,6 +2,10 @@
# planning-with-files: SessionStart hook for Codex
# Runs session catchup, then reuses the same prompt context hook as UserPromptSubmit.
# issue #195: per-invocation opt-out for one-shot/CI sessions (e.g. codex exec)
# that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
SCRIPT_DIR="$(CDPATH= cd -- "$(dirname -- "$0")" && pwd)"
CODEX_ROOT="$(CDPATH= cd -- "$SCRIPT_DIR/.." && pwd)"
SKILL_DIR="$CODEX_ROOT/skills/planning-with-files"
+9
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@@ -1,6 +1,9 @@
#!/bin/bash
# planning-with-files: Stop hook for Codex
# issue #195: per-invocation opt-out for one-shot/CI sessions.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
HOOK_DIR="$(cd "$(dirname "$0")" 2>/dev/null && pwd)"
PLAN_DIR="$(sh "${HOOK_DIR}/resolve-plan-dir.sh" 2>/dev/null)"
PLAN_FILE="${PLAN_DIR:+${PLAN_DIR}/}task_plan.md"
@@ -25,6 +28,12 @@ fi
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: a task_plan.md with no "### Phase" headings is not phase-structured.
# Without this guard the hook emits a false "0/0 phases complete" followup_message.
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
echo "{\"followup_message\": \"[planning-with-files] ALL PHASES COMPLETE ($COMPLETE/$TOTAL). If the user has additional work, add new phases to task_plan.md before starting.\"}"
exit 0
+4
View File
@@ -1,6 +1,10 @@
#!/bin/bash
# planning-with-files: User prompt submit hook for Codex
# issue #195: per-invocation opt-out for one-shot/CI sessions (e.g. codex exec)
# that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
HOOK_DIR="$(cd "$(dirname "$0")" 2>/dev/null && pwd)"
PLAN_DIR="$(sh "${HOOK_DIR}/resolve-plan-dir.sh" 2>/dev/null)"
PLAN_FILE="${PLAN_DIR:+${PLAN_DIR}/}task_plan.md"
+1 -1
View File
@@ -28,7 +28,7 @@ hooks:
- type: command
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
@@ -20,6 +20,10 @@ param(
[switch]$Gate
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if ($PlanFile -ne "") {
$PlanDir = Split-Path -Parent $PlanFile
if ($PlanDir -eq "") { $PlanDir = "." }
@@ -73,6 +77,13 @@ $COMPLETE = [Math]::Max($completePrimary, $completeInline)
$IN_PROGRESS = [Math]::Max($inProgressPrimary, $inProgressInline)
$PENDING = [Math]::Max($pendingPrimary, $pendingInline)
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if ($TOTAL -eq 0) {
exit 0
}
# advisory_report: the v2.43 status echo.
function Write-AdvisoryReport {
if ($COMPLETE -eq $TOTAL -and $TOTAL -gt 0) {
@@ -30,6 +30,10 @@
# interactive terminal (TTY) is skipped entirely. No data on stdin is treated
# as stop_hook_active=false.
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
GATE=0
PLAN_FILE=""
for _arg in "$@"; do
@@ -97,6 +101,13 @@ if [ "$PENDING_INLINE" -gt "$PENDING_PRIMARY" ]; then PENDING="$PENDING_INLINE";
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
# advisory_report: the v2.43 status echo. Always exit 0 after calling.
advisory_report() {
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
@@ -0,0 +1,85 @@
# Findings & Decisions
<!--
WHAT: Knowledge base for your analytics session. Stores data sources, hypotheses, and results.
WHY: Context windows are limited. This file is your "external memory" for analytical work.
WHEN: Update after ANY discovery, especially after running queries or viewing charts.
-->
## Data Sources
<!--
WHAT: Every data source you connected to, with schema details and quality notes.
WHY: Knowing where your data came from and its limitations is critical for reproducibility.
EXAMPLE:
| user_events | PostgreSQL prod replica | 2.3M rows | user_id, event_type, ts | 0.2% null user_id |
| revenue.csv | Finance team export | 45K rows | account_id, mrr, churn_date | Complete, no nulls |
-->
| Source | Location | Size | Key Fields | Quality Notes |
|--------|----------|------|------------|---------------|
| | | | | |
## Hypothesis Log
<!--
WHAT: Each hypothesis you tested, the method used, and the result.
WHY: Structured tracking prevents p-hacking and makes your reasoning auditable.
EXAMPLE:
| H1: Churn > 50% for low-activity users | Chi-squared test | Confirmed (p=0.003) | High |
| H2: Feature X correlates with retention | Pearson correlation | Rejected (r=0.08) | High |
-->
| Hypothesis | Test Method | Result | Confidence |
|------------|-------------|--------|------------|
| | | | |
## Query Results
<!--
WHAT: Key queries you ran and what they revealed.
WHY: Queries are ephemeral - if you don't write down the results, they're lost on context reset.
WHEN: After EVERY significant query. Don't wait.
EXAMPLE:
### Churn rate by activity segment
Query: SELECT activity_bucket, COUNT(*), AVG(churned) FROM user_segments GROUP BY 1
Result: Low activity: 62% churn, Medium: 28%, High: 8%
Interpretation: Strong inverse relationship between activity and churn
-->
<!-- Record query, result summary, and interpretation for each significant query -->
## Statistical Findings
<!--
WHAT: Formal statistical test results with all relevant metrics.
WHY: Recording p-values, effect sizes, and confidence intervals makes results reproducible.
EXAMPLE:
| Chi-squared (churn ~ activity) | p=0.003 | Cramer's V=0.31 | Reject null: activity segments differ significantly in churn |
| Pearson (feature_x ~ retention) | p=0.42 | r=0.08 | Fail to reject: no meaningful correlation |
-->
| Test | p-value | Effect Size | Conclusion |
|------|---------|-------------|------------|
| | | | |
## Technical Decisions
<!--
WHAT: Analytical method choices with reasoning.
EXAMPLE:
| Use log transform on revenue | Right-skewed distribution, normalizes for parametric tests |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Issues Encountered
| Issue | Resolution |
|-------|------------|
| | |
## Resources
<!-- URLs, file paths, documentation links -->
-
## Visual/Browser Findings
<!--
CRITICAL: Update after viewing charts, dashboards, or browser results.
Multimodal content doesn't persist in context - capture as text immediately.
-->
-
---
*Update this file after every 2 view/browser/search operations*
*This prevents visual information from being lost*
@@ -0,0 +1,106 @@
# Task Plan: [Analytics Project Description]
<!--
WHAT: Roadmap for a data analytics or exploration session.
WHY: Analytics workflows have different phases than software development — hypothesis testing,
data quality checks, and statistical validation don't map to a generic build cycle.
WHEN: Create this FIRST before starting any data exploration. Update after each phase.
-->
## Goal
<!--
WHAT: One clear sentence describing what you're trying to learn or produce.
EXAMPLE: "Determine which user segments have the highest churn risk using last 90 days of activity data."
-->
[One sentence describing the analytical objective]
## Current Phase
<!--
WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
WHY: Quick reference for where you are. Update this as you progress.
-->
Phase 1
## Phases
### Phase 1: Data Discovery
<!--
WHAT: Connect to data sources, understand schemas, assess data quality.
WHY: Bad data produces bad analysis. This phase prevents wasted effort on unreliable inputs.
-->
- [ ] Identify and connect to data sources
- [ ] Document schemas and field descriptions in findings.md
- [ ] Assess data quality (nulls, duplicates, outliers, date ranges)
- [ ] Estimate dataset size and query performance
- **Status:** in_progress
### Phase 2: Exploratory Analysis
<!--
WHAT: Distributions, correlations, outliers, initial patterns.
WHY: Understanding the shape of your data before testing hypotheses prevents false conclusions.
-->
- [ ] Compute summary statistics for key variables
- [ ] Visualize distributions and relationships
- [ ] Identify outliers and anomalies
- [ ] Document initial patterns in findings.md
- **Status:** pending
### Phase 3: Hypothesis Testing
<!--
WHAT: Formalize hypotheses, run statistical tests, validate findings.
WHY: Moving from "it looks like X" to "we can confidently say X" requires structured testing.
-->
- [ ] Formalize hypotheses from exploratory phase
- [ ] Select appropriate statistical tests
- [ ] Run tests and record results in findings.md
- [ ] Validate findings against holdout data or alternative methods
- **Status:** pending
### Phase 4: Synthesis & Reporting
<!--
WHAT: Summarize findings, create visualizations, document conclusions.
WHY: Analysis without clear communication is wasted work. This phase produces the deliverable.
-->
- [ ] Summarize key findings with supporting evidence
- [ ] Create final visualizations
- [ ] Document conclusions and recommendations
- [ ] Note limitations and areas for further investigation
- **Status:** pending
## Hypotheses
<!--
WHAT: Questions you're investigating, stated as testable hypotheses.
WHY: Explicit hypotheses prevent fishing expeditions and keep analysis focused.
EXAMPLE:
1. Users who logged in < 3 times in the last 30 days have > 50% churn rate (H1)
2. Feature X adoption correlates with retention (r > 0.3) (H2)
-->
1. [Hypothesis to test]
2. [Hypothesis to test]
## Decisions Made
<!--
WHAT: Analytical decisions with reasoning (e.g., choosing a test, filtering criteria).
EXAMPLE:
| Use median instead of mean | Revenue data is heavily right-skewed |
| Filter to last 90 days | Earlier data uses a different tracking schema |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Errors Encountered
<!--
WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
EXAMPLE:
| Query timeout on raw table | 1 | Added date partition filter |
| Null join keys in user_events | 2 | Inner join instead of left join, documented data loss |
-->
| Error | Attempt | Resolution |
|-------|---------|------------|
| | 1 | |
## Notes
- Update phase status as you progress: pending -> in_progress -> complete
- Re-read this plan before major analytical decisions
- Log ALL errors - they help avoid repetition
- Write query results and visual findings to findings.md immediately
@@ -20,6 +20,10 @@ param(
[switch]$Gate
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if ($PlanFile -ne "") {
$PlanDir = Split-Path -Parent $PlanFile
if ($PlanDir -eq "") { $PlanDir = "." }
@@ -73,6 +77,13 @@ $COMPLETE = [Math]::Max($completePrimary, $completeInline)
$IN_PROGRESS = [Math]::Max($inProgressPrimary, $inProgressInline)
$PENDING = [Math]::Max($pendingPrimary, $pendingInline)
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if ($TOTAL -eq 0) {
exit 0
}
# advisory_report: the v2.43 status echo.
function Write-AdvisoryReport {
if ($COMPLETE -eq $TOTAL -and $TOTAL -gt 0) {
@@ -30,6 +30,10 @@
# interactive terminal (TTY) is skipped entirely. No data on stdin is treated
# as stop_hook_active=false.
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
GATE=0
PLAN_FILE=""
for _arg in "$@"; do
@@ -97,6 +101,13 @@ if [ "$PENDING_INLINE" -gt "$PENDING_PRIMARY" ]; then PENDING="$PENDING_INLINE";
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
# advisory_report: the v2.43 status echo. Always exit 0 after calling.
advisory_report() {
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
+6
View File
@@ -32,6 +32,12 @@ fi
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: no "### Phase" headings -> not phase-structured. Avoid the false
# "0/0 phases done ... continue working" auto-continue message.
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
# All phases complete — provide re-entry guidance
echo "{\"followup_message\": \"[planning-with-files] ALL PHASES COMPLETE ($COMPLETE/$TOTAL). If the user has additional work, add new phases to task_plan.md before starting.\"}"
+1 -1
View File
@@ -28,7 +28,7 @@ hooks:
- type: command
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
@@ -0,0 +1,85 @@
# Findings & Decisions
<!--
WHAT: Knowledge base for your analytics session. Stores data sources, hypotheses, and results.
WHY: Context windows are limited. This file is your "external memory" for analytical work.
WHEN: Update after ANY discovery, especially after running queries or viewing charts.
-->
## Data Sources
<!--
WHAT: Every data source you connected to, with schema details and quality notes.
WHY: Knowing where your data came from and its limitations is critical for reproducibility.
EXAMPLE:
| user_events | PostgreSQL prod replica | 2.3M rows | user_id, event_type, ts | 0.2% null user_id |
| revenue.csv | Finance team export | 45K rows | account_id, mrr, churn_date | Complete, no nulls |
-->
| Source | Location | Size | Key Fields | Quality Notes |
|--------|----------|------|------------|---------------|
| | | | | |
## Hypothesis Log
<!--
WHAT: Each hypothesis you tested, the method used, and the result.
WHY: Structured tracking prevents p-hacking and makes your reasoning auditable.
EXAMPLE:
| H1: Churn > 50% for low-activity users | Chi-squared test | Confirmed (p=0.003) | High |
| H2: Feature X correlates with retention | Pearson correlation | Rejected (r=0.08) | High |
-->
| Hypothesis | Test Method | Result | Confidence |
|------------|-------------|--------|------------|
| | | | |
## Query Results
<!--
WHAT: Key queries you ran and what they revealed.
WHY: Queries are ephemeral - if you don't write down the results, they're lost on context reset.
WHEN: After EVERY significant query. Don't wait.
EXAMPLE:
### Churn rate by activity segment
Query: SELECT activity_bucket, COUNT(*), AVG(churned) FROM user_segments GROUP BY 1
Result: Low activity: 62% churn, Medium: 28%, High: 8%
Interpretation: Strong inverse relationship between activity and churn
-->
<!-- Record query, result summary, and interpretation for each significant query -->
## Statistical Findings
<!--
WHAT: Formal statistical test results with all relevant metrics.
WHY: Recording p-values, effect sizes, and confidence intervals makes results reproducible.
EXAMPLE:
| Chi-squared (churn ~ activity) | p=0.003 | Cramer's V=0.31 | Reject null: activity segments differ significantly in churn |
| Pearson (feature_x ~ retention) | p=0.42 | r=0.08 | Fail to reject: no meaningful correlation |
-->
| Test | p-value | Effect Size | Conclusion |
|------|---------|-------------|------------|
| | | | |
## Technical Decisions
<!--
WHAT: Analytical method choices with reasoning.
EXAMPLE:
| Use log transform on revenue | Right-skewed distribution, normalizes for parametric tests |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Issues Encountered
| Issue | Resolution |
|-------|------------|
| | |
## Resources
<!-- URLs, file paths, documentation links -->
-
## Visual/Browser Findings
<!--
CRITICAL: Update after viewing charts, dashboards, or browser results.
Multimodal content doesn't persist in context - capture as text immediately.
-->
-
---
*Update this file after every 2 view/browser/search operations*
*This prevents visual information from being lost*
@@ -0,0 +1,106 @@
# Task Plan: [Analytics Project Description]
<!--
WHAT: Roadmap for a data analytics or exploration session.
WHY: Analytics workflows have different phases than software development — hypothesis testing,
data quality checks, and statistical validation don't map to a generic build cycle.
WHEN: Create this FIRST before starting any data exploration. Update after each phase.
-->
## Goal
<!--
WHAT: One clear sentence describing what you're trying to learn or produce.
EXAMPLE: "Determine which user segments have the highest churn risk using last 90 days of activity data."
-->
[One sentence describing the analytical objective]
## Current Phase
<!--
WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
WHY: Quick reference for where you are. Update this as you progress.
-->
Phase 1
## Phases
### Phase 1: Data Discovery
<!--
WHAT: Connect to data sources, understand schemas, assess data quality.
WHY: Bad data produces bad analysis. This phase prevents wasted effort on unreliable inputs.
-->
- [ ] Identify and connect to data sources
- [ ] Document schemas and field descriptions in findings.md
- [ ] Assess data quality (nulls, duplicates, outliers, date ranges)
- [ ] Estimate dataset size and query performance
- **Status:** in_progress
### Phase 2: Exploratory Analysis
<!--
WHAT: Distributions, correlations, outliers, initial patterns.
WHY: Understanding the shape of your data before testing hypotheses prevents false conclusions.
-->
- [ ] Compute summary statistics for key variables
- [ ] Visualize distributions and relationships
- [ ] Identify outliers and anomalies
- [ ] Document initial patterns in findings.md
- **Status:** pending
### Phase 3: Hypothesis Testing
<!--
WHAT: Formalize hypotheses, run statistical tests, validate findings.
WHY: Moving from "it looks like X" to "we can confidently say X" requires structured testing.
-->
- [ ] Formalize hypotheses from exploratory phase
- [ ] Select appropriate statistical tests
- [ ] Run tests and record results in findings.md
- [ ] Validate findings against holdout data or alternative methods
- **Status:** pending
### Phase 4: Synthesis & Reporting
<!--
WHAT: Summarize findings, create visualizations, document conclusions.
WHY: Analysis without clear communication is wasted work. This phase produces the deliverable.
-->
- [ ] Summarize key findings with supporting evidence
- [ ] Create final visualizations
- [ ] Document conclusions and recommendations
- [ ] Note limitations and areas for further investigation
- **Status:** pending
## Hypotheses
<!--
WHAT: Questions you're investigating, stated as testable hypotheses.
WHY: Explicit hypotheses prevent fishing expeditions and keep analysis focused.
EXAMPLE:
1. Users who logged in < 3 times in the last 30 days have > 50% churn rate (H1)
2. Feature X adoption correlates with retention (r > 0.3) (H2)
-->
1. [Hypothesis to test]
2. [Hypothesis to test]
## Decisions Made
<!--
WHAT: Analytical decisions with reasoning (e.g., choosing a test, filtering criteria).
EXAMPLE:
| Use median instead of mean | Revenue data is heavily right-skewed |
| Filter to last 90 days | Earlier data uses a different tracking schema |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Errors Encountered
<!--
WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
EXAMPLE:
| Query timeout on raw table | 1 | Added date partition filter |
| Null join keys in user_events | 2 | Inner join instead of left join, documented data loss |
-->
| Error | Attempt | Resolution |
|-------|---------|------------|
| | 1 | |
## Notes
- Update phase status as you progress: pending -> in_progress -> complete
- Re-read this plan before major analytical decisions
- Log ALL errors - they help avoid repetition
- Write query results and visual findings to findings.md immediately
+1 -1
View File
@@ -28,7 +28,7 @@ hooks:
- type: command
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
# Planning with Files
@@ -20,6 +20,10 @@ param(
[switch]$Gate
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if ($PlanFile -ne "") {
$PlanDir = Split-Path -Parent $PlanFile
if ($PlanDir -eq "") { $PlanDir = "." }
@@ -73,6 +77,13 @@ $COMPLETE = [Math]::Max($completePrimary, $completeInline)
$IN_PROGRESS = [Math]::Max($inProgressPrimary, $inProgressInline)
$PENDING = [Math]::Max($pendingPrimary, $pendingInline)
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if ($TOTAL -eq 0) {
exit 0
}
# advisory_report: the v2.43 status echo.
function Write-AdvisoryReport {
if ($COMPLETE -eq $TOTAL -and $TOTAL -gt 0) {
@@ -30,6 +30,10 @@
# interactive terminal (TTY) is skipped entirely. No data on stdin is treated
# as stop_hook_active=false.
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
GATE=0
PLAN_FILE=""
for _arg in "$@"; do
@@ -97,6 +101,13 @@ if [ "$PENDING_INLINE" -gt "$PENDING_PRIMARY" ]; then PENDING="$PENDING_INLINE";
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
# advisory_report: the v2.43 status echo. Always exit 0 after calling.
advisory_report() {
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
@@ -0,0 +1,85 @@
# Findings & Decisions
<!--
WHAT: Knowledge base for your analytics session. Stores data sources, hypotheses, and results.
WHY: Context windows are limited. This file is your "external memory" for analytical work.
WHEN: Update after ANY discovery, especially after running queries or viewing charts.
-->
## Data Sources
<!--
WHAT: Every data source you connected to, with schema details and quality notes.
WHY: Knowing where your data came from and its limitations is critical for reproducibility.
EXAMPLE:
| user_events | PostgreSQL prod replica | 2.3M rows | user_id, event_type, ts | 0.2% null user_id |
| revenue.csv | Finance team export | 45K rows | account_id, mrr, churn_date | Complete, no nulls |
-->
| Source | Location | Size | Key Fields | Quality Notes |
|--------|----------|------|------------|---------------|
| | | | | |
## Hypothesis Log
<!--
WHAT: Each hypothesis you tested, the method used, and the result.
WHY: Structured tracking prevents p-hacking and makes your reasoning auditable.
EXAMPLE:
| H1: Churn > 50% for low-activity users | Chi-squared test | Confirmed (p=0.003) | High |
| H2: Feature X correlates with retention | Pearson correlation | Rejected (r=0.08) | High |
-->
| Hypothesis | Test Method | Result | Confidence |
|------------|-------------|--------|------------|
| | | | |
## Query Results
<!--
WHAT: Key queries you ran and what they revealed.
WHY: Queries are ephemeral - if you don't write down the results, they're lost on context reset.
WHEN: After EVERY significant query. Don't wait.
EXAMPLE:
### Churn rate by activity segment
Query: SELECT activity_bucket, COUNT(*), AVG(churned) FROM user_segments GROUP BY 1
Result: Low activity: 62% churn, Medium: 28%, High: 8%
Interpretation: Strong inverse relationship between activity and churn
-->
<!-- Record query, result summary, and interpretation for each significant query -->
## Statistical Findings
<!--
WHAT: Formal statistical test results with all relevant metrics.
WHY: Recording p-values, effect sizes, and confidence intervals makes results reproducible.
EXAMPLE:
| Chi-squared (churn ~ activity) | p=0.003 | Cramer's V=0.31 | Reject null: activity segments differ significantly in churn |
| Pearson (feature_x ~ retention) | p=0.42 | r=0.08 | Fail to reject: no meaningful correlation |
-->
| Test | p-value | Effect Size | Conclusion |
|------|---------|-------------|------------|
| | | | |
## Technical Decisions
<!--
WHAT: Analytical method choices with reasoning.
EXAMPLE:
| Use log transform on revenue | Right-skewed distribution, normalizes for parametric tests |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Issues Encountered
| Issue | Resolution |
|-------|------------|
| | |
## Resources
<!-- URLs, file paths, documentation links -->
-
## Visual/Browser Findings
<!--
CRITICAL: Update after viewing charts, dashboards, or browser results.
Multimodal content doesn't persist in context - capture as text immediately.
-->
-
---
*Update this file after every 2 view/browser/search operations*
*This prevents visual information from being lost*
@@ -0,0 +1,106 @@
# Task Plan: [Analytics Project Description]
<!--
WHAT: Roadmap for a data analytics or exploration session.
WHY: Analytics workflows have different phases than software development — hypothesis testing,
data quality checks, and statistical validation don't map to a generic build cycle.
WHEN: Create this FIRST before starting any data exploration. Update after each phase.
-->
## Goal
<!--
WHAT: One clear sentence describing what you're trying to learn or produce.
EXAMPLE: "Determine which user segments have the highest churn risk using last 90 days of activity data."
-->
[One sentence describing the analytical objective]
## Current Phase
<!--
WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
WHY: Quick reference for where you are. Update this as you progress.
-->
Phase 1
## Phases
### Phase 1: Data Discovery
<!--
WHAT: Connect to data sources, understand schemas, assess data quality.
WHY: Bad data produces bad analysis. This phase prevents wasted effort on unreliable inputs.
-->
- [ ] Identify and connect to data sources
- [ ] Document schemas and field descriptions in findings.md
- [ ] Assess data quality (nulls, duplicates, outliers, date ranges)
- [ ] Estimate dataset size and query performance
- **Status:** in_progress
### Phase 2: Exploratory Analysis
<!--
WHAT: Distributions, correlations, outliers, initial patterns.
WHY: Understanding the shape of your data before testing hypotheses prevents false conclusions.
-->
- [ ] Compute summary statistics for key variables
- [ ] Visualize distributions and relationships
- [ ] Identify outliers and anomalies
- [ ] Document initial patterns in findings.md
- **Status:** pending
### Phase 3: Hypothesis Testing
<!--
WHAT: Formalize hypotheses, run statistical tests, validate findings.
WHY: Moving from "it looks like X" to "we can confidently say X" requires structured testing.
-->
- [ ] Formalize hypotheses from exploratory phase
- [ ] Select appropriate statistical tests
- [ ] Run tests and record results in findings.md
- [ ] Validate findings against holdout data or alternative methods
- **Status:** pending
### Phase 4: Synthesis & Reporting
<!--
WHAT: Summarize findings, create visualizations, document conclusions.
WHY: Analysis without clear communication is wasted work. This phase produces the deliverable.
-->
- [ ] Summarize key findings with supporting evidence
- [ ] Create final visualizations
- [ ] Document conclusions and recommendations
- [ ] Note limitations and areas for further investigation
- **Status:** pending
## Hypotheses
<!--
WHAT: Questions you're investigating, stated as testable hypotheses.
WHY: Explicit hypotheses prevent fishing expeditions and keep analysis focused.
EXAMPLE:
1. Users who logged in < 3 times in the last 30 days have > 50% churn rate (H1)
2. Feature X adoption correlates with retention (r > 0.3) (H2)
-->
1. [Hypothesis to test]
2. [Hypothesis to test]
## Decisions Made
<!--
WHAT: Analytical decisions with reasoning (e.g., choosing a test, filtering criteria).
EXAMPLE:
| Use median instead of mean | Revenue data is heavily right-skewed |
| Filter to last 90 days | Earlier data uses a different tracking schema |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Errors Encountered
<!--
WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
EXAMPLE:
| Query timeout on raw table | 1 | Added date partition filter |
| Null join keys in user_events | 2 | Inner join instead of left join, documented data loss |
-->
| Error | Attempt | Resolution |
|-------|---------|------------|
| | 1 | |
## Notes
- Update phase status as you progress: pending -> in_progress -> complete
- Re-read this plan before major analytical decisions
- Log ALL errors - they help avoid repetition
- Write query results and visual findings to findings.md immediately
@@ -20,6 +20,10 @@ param(
[switch]$Gate
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if ($PlanFile -ne "") {
$PlanDir = Split-Path -Parent $PlanFile
if ($PlanDir -eq "") { $PlanDir = "." }
@@ -73,6 +77,13 @@ $COMPLETE = [Math]::Max($completePrimary, $completeInline)
$IN_PROGRESS = [Math]::Max($inProgressPrimary, $inProgressInline)
$PENDING = [Math]::Max($pendingPrimary, $pendingInline)
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if ($TOTAL -eq 0) {
exit 0
}
# advisory_report: the v2.43 status echo.
function Write-AdvisoryReport {
if ($COMPLETE -eq $TOTAL -and $TOTAL -gt 0) {
@@ -30,6 +30,10 @@
# interactive terminal (TTY) is skipped entirely. No data on stdin is treated
# as stop_hook_active=false.
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
GATE=0
PLAN_FILE=""
for _arg in "$@"; do
@@ -97,6 +101,13 @@ if [ "$PENDING_INLINE" -gt "$PENDING_PRIMARY" ]; then PENDING="$PENDING_INLINE";
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
# advisory_report: the v2.43 status echo. Always exit 0 after calling.
advisory_report() {
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
@@ -0,0 +1,85 @@
# Findings & Decisions
<!--
WHAT: Knowledge base for your analytics session. Stores data sources, hypotheses, and results.
WHY: Context windows are limited. This file is your "external memory" for analytical work.
WHEN: Update after ANY discovery, especially after running queries or viewing charts.
-->
## Data Sources
<!--
WHAT: Every data source you connected to, with schema details and quality notes.
WHY: Knowing where your data came from and its limitations is critical for reproducibility.
EXAMPLE:
| user_events | PostgreSQL prod replica | 2.3M rows | user_id, event_type, ts | 0.2% null user_id |
| revenue.csv | Finance team export | 45K rows | account_id, mrr, churn_date | Complete, no nulls |
-->
| Source | Location | Size | Key Fields | Quality Notes |
|--------|----------|------|------------|---------------|
| | | | | |
## Hypothesis Log
<!--
WHAT: Each hypothesis you tested, the method used, and the result.
WHY: Structured tracking prevents p-hacking and makes your reasoning auditable.
EXAMPLE:
| H1: Churn > 50% for low-activity users | Chi-squared test | Confirmed (p=0.003) | High |
| H2: Feature X correlates with retention | Pearson correlation | Rejected (r=0.08) | High |
-->
| Hypothesis | Test Method | Result | Confidence |
|------------|-------------|--------|------------|
| | | | |
## Query Results
<!--
WHAT: Key queries you ran and what they revealed.
WHY: Queries are ephemeral - if you don't write down the results, they're lost on context reset.
WHEN: After EVERY significant query. Don't wait.
EXAMPLE:
### Churn rate by activity segment
Query: SELECT activity_bucket, COUNT(*), AVG(churned) FROM user_segments GROUP BY 1
Result: Low activity: 62% churn, Medium: 28%, High: 8%
Interpretation: Strong inverse relationship between activity and churn
-->
<!-- Record query, result summary, and interpretation for each significant query -->
## Statistical Findings
<!--
WHAT: Formal statistical test results with all relevant metrics.
WHY: Recording p-values, effect sizes, and confidence intervals makes results reproducible.
EXAMPLE:
| Chi-squared (churn ~ activity) | p=0.003 | Cramer's V=0.31 | Reject null: activity segments differ significantly in churn |
| Pearson (feature_x ~ retention) | p=0.42 | r=0.08 | Fail to reject: no meaningful correlation |
-->
| Test | p-value | Effect Size | Conclusion |
|------|---------|-------------|------------|
| | | | |
## Technical Decisions
<!--
WHAT: Analytical method choices with reasoning.
EXAMPLE:
| Use log transform on revenue | Right-skewed distribution, normalizes for parametric tests |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Issues Encountered
| Issue | Resolution |
|-------|------------|
| | |
## Resources
<!-- URLs, file paths, documentation links -->
-
## Visual/Browser Findings
<!--
CRITICAL: Update after viewing charts, dashboards, or browser results.
Multimodal content doesn't persist in context - capture as text immediately.
-->
-
---
*Update this file after every 2 view/browser/search operations*
*This prevents visual information from being lost*
@@ -0,0 +1,106 @@
# Task Plan: [Analytics Project Description]
<!--
WHAT: Roadmap for a data analytics or exploration session.
WHY: Analytics workflows have different phases than software development — hypothesis testing,
data quality checks, and statistical validation don't map to a generic build cycle.
WHEN: Create this FIRST before starting any data exploration. Update after each phase.
-->
## Goal
<!--
WHAT: One clear sentence describing what you're trying to learn or produce.
EXAMPLE: "Determine which user segments have the highest churn risk using last 90 days of activity data."
-->
[One sentence describing the analytical objective]
## Current Phase
<!--
WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
WHY: Quick reference for where you are. Update this as you progress.
-->
Phase 1
## Phases
### Phase 1: Data Discovery
<!--
WHAT: Connect to data sources, understand schemas, assess data quality.
WHY: Bad data produces bad analysis. This phase prevents wasted effort on unreliable inputs.
-->
- [ ] Identify and connect to data sources
- [ ] Document schemas and field descriptions in findings.md
- [ ] Assess data quality (nulls, duplicates, outliers, date ranges)
- [ ] Estimate dataset size and query performance
- **Status:** in_progress
### Phase 2: Exploratory Analysis
<!--
WHAT: Distributions, correlations, outliers, initial patterns.
WHY: Understanding the shape of your data before testing hypotheses prevents false conclusions.
-->
- [ ] Compute summary statistics for key variables
- [ ] Visualize distributions and relationships
- [ ] Identify outliers and anomalies
- [ ] Document initial patterns in findings.md
- **Status:** pending
### Phase 3: Hypothesis Testing
<!--
WHAT: Formalize hypotheses, run statistical tests, validate findings.
WHY: Moving from "it looks like X" to "we can confidently say X" requires structured testing.
-->
- [ ] Formalize hypotheses from exploratory phase
- [ ] Select appropriate statistical tests
- [ ] Run tests and record results in findings.md
- [ ] Validate findings against holdout data or alternative methods
- **Status:** pending
### Phase 4: Synthesis & Reporting
<!--
WHAT: Summarize findings, create visualizations, document conclusions.
WHY: Analysis without clear communication is wasted work. This phase produces the deliverable.
-->
- [ ] Summarize key findings with supporting evidence
- [ ] Create final visualizations
- [ ] Document conclusions and recommendations
- [ ] Note limitations and areas for further investigation
- **Status:** pending
## Hypotheses
<!--
WHAT: Questions you're investigating, stated as testable hypotheses.
WHY: Explicit hypotheses prevent fishing expeditions and keep analysis focused.
EXAMPLE:
1. Users who logged in < 3 times in the last 30 days have > 50% churn rate (H1)
2. Feature X adoption correlates with retention (r > 0.3) (H2)
-->
1. [Hypothesis to test]
2. [Hypothesis to test]
## Decisions Made
<!--
WHAT: Analytical decisions with reasoning (e.g., choosing a test, filtering criteria).
EXAMPLE:
| Use median instead of mean | Revenue data is heavily right-skewed |
| Filter to last 90 days | Earlier data uses a different tracking schema |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Errors Encountered
<!--
WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
EXAMPLE:
| Query timeout on raw table | 1 | Added date partition filter |
| Null join keys in user_events | 2 | Inner join instead of left join, documented data loss |
-->
| Error | Attempt | Resolution |
|-------|---------|------------|
| | 1 | |
## Notes
- Update phase status as you progress: pending -> in_progress -> complete
- Re-read this plan before major analytical decisions
- Log ALL errors - they help avoid repetition
- Write query results and visual findings to findings.md immediately
+7
View File
@@ -35,6 +35,13 @@ fi
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: no "### Phase" headings -> not phase-structured. Emit empty JSON
# instead of a false "0/0 phases done" additionalContext.
if [ "$TOTAL" -eq 0 ]; then
echo '{}'
exit 0
fi
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
MSG="[planning-with-files] ALL PHASES COMPLETE ($COMPLETE/$TOTAL). If the user has additional work, add new phases to task_plan.md before starting."
echo "{\"hookSpecificOutput\":{\"hookEventName\":\"AgentStop\",\"additionalContext\":\"$MSG\"}}"
+1 -1
View File
@@ -2,7 +2,7 @@
name: planning-with-files
description: "Manus-style persistent file-based planning for AI coding agents: keeps task_plan.md, findings.md, and progress.md on disk so work survives context loss and /clear. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring 5+ tool calls. Hermes adaptation with minimal notes."
metadata:
version: "3.1.3"
version: "3.4.0"
---
> Hermes note: lifecycle automation for this skill is provided by the Hermes adapter plugin in `.hermes/plugins/planning-with-files/`.
@@ -6,6 +6,10 @@ param(
[string]$PlanFile = "task_plan.md"
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if (-not (Test-Path $PlanFile)) {
Write-Host '[planning-with-files] No task_plan.md found -- no active planning session.'
exit 0
@@ -3,6 +3,10 @@
# Always exits 0 — uses stdout for status reporting
# Used by Stop hook to report task completion status
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
PLAN_FILE="${1:-task_plan.md}"
if [ ! -f "$PLAN_FILE" ]; then
@@ -5,6 +5,10 @@ param(
[string]$PlanFile = ".kiro/plan/task_plan.md"
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if (-not (Test-Path $PlanFile)) {
Write-Host "[planning-with-files] No task plan at $PlanFile — run bootstrap or specify path."
exit 0
@@ -2,6 +2,10 @@
# Report phase completion status for task_plan.md (stdout only, always exit 0).
# Default plan path: .kiro/plan/task_plan.md (relative to current directory).
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
PLAN_FILE="${1:-.kiro/plan/task_plan.md}"
if [ ! -f "$PLAN_FILE" ]; then
@@ -25,6 +29,11 @@ fi
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: TOTAL=0 -> not phase-structured, stay silent
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
echo "[planning-with-files] ALL PHASES COMPLETE ($COMPLETE/$TOTAL)."
else
@@ -28,7 +28,7 @@ hooks:
- type: command
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
@@ -6,6 +6,10 @@ param(
[string]$PlanFile = "task_plan.md"
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if (-not (Test-Path $PlanFile)) {
Write-Host '[planning-with-files] No task_plan.md found -- no active planning session.'
exit 0
@@ -3,6 +3,10 @@
# Always exits 0 — uses stdout for status reporting
# Used by Stop hook to report task completion status
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
PLAN_FILE="${1:-task_plan.md}"
if [ ! -f "$PLAN_FILE" ]; then
@@ -28,7 +28,7 @@ hooks:
- type: command
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
@@ -6,6 +6,10 @@ param(
[string]$PlanFile = "task_plan.md"
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if (-not (Test-Path $PlanFile)) {
Write-Host '[planning-with-files] No task_plan.md found -- no active planning session.'
exit 0
@@ -3,6 +3,10 @@
# Always exits 0 — uses stdout for status reporting
# Used by Stop hook to report task completion status
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
PLAN_FILE="${1:-task_plan.md}"
if [ ! -f "$PLAN_FILE" ]; then
@@ -0,0 +1,85 @@
# Findings & Decisions
<!--
WHAT: Knowledge base for your analytics session. Stores data sources, hypotheses, and results.
WHY: Context windows are limited. This file is your "external memory" for analytical work.
WHEN: Update after ANY discovery, especially after running queries or viewing charts.
-->
## Data Sources
<!--
WHAT: Every data source you connected to, with schema details and quality notes.
WHY: Knowing where your data came from and its limitations is critical for reproducibility.
EXAMPLE:
| user_events | PostgreSQL prod replica | 2.3M rows | user_id, event_type, ts | 0.2% null user_id |
| revenue.csv | Finance team export | 45K rows | account_id, mrr, churn_date | Complete, no nulls |
-->
| Source | Location | Size | Key Fields | Quality Notes |
|--------|----------|------|------------|---------------|
| | | | | |
## Hypothesis Log
<!--
WHAT: Each hypothesis you tested, the method used, and the result.
WHY: Structured tracking prevents p-hacking and makes your reasoning auditable.
EXAMPLE:
| H1: Churn > 50% for low-activity users | Chi-squared test | Confirmed (p=0.003) | High |
| H2: Feature X correlates with retention | Pearson correlation | Rejected (r=0.08) | High |
-->
| Hypothesis | Test Method | Result | Confidence |
|------------|-------------|--------|------------|
| | | | |
## Query Results
<!--
WHAT: Key queries you ran and what they revealed.
WHY: Queries are ephemeral - if you don't write down the results, they're lost on context reset.
WHEN: After EVERY significant query. Don't wait.
EXAMPLE:
### Churn rate by activity segment
Query: SELECT activity_bucket, COUNT(*), AVG(churned) FROM user_segments GROUP BY 1
Result: Low activity: 62% churn, Medium: 28%, High: 8%
Interpretation: Strong inverse relationship between activity and churn
-->
<!-- Record query, result summary, and interpretation for each significant query -->
## Statistical Findings
<!--
WHAT: Formal statistical test results with all relevant metrics.
WHY: Recording p-values, effect sizes, and confidence intervals makes results reproducible.
EXAMPLE:
| Chi-squared (churn ~ activity) | p=0.003 | Cramer's V=0.31 | Reject null: activity segments differ significantly in churn |
| Pearson (feature_x ~ retention) | p=0.42 | r=0.08 | Fail to reject: no meaningful correlation |
-->
| Test | p-value | Effect Size | Conclusion |
|------|---------|-------------|------------|
| | | | |
## Technical Decisions
<!--
WHAT: Analytical method choices with reasoning.
EXAMPLE:
| Use log transform on revenue | Right-skewed distribution, normalizes for parametric tests |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Issues Encountered
| Issue | Resolution |
|-------|------------|
| | |
## Resources
<!-- URLs, file paths, documentation links -->
-
## Visual/Browser Findings
<!--
CRITICAL: Update after viewing charts, dashboards, or browser results.
Multimodal content doesn't persist in context - capture as text immediately.
-->
-
---
*Update this file after every 2 view/browser/search operations*
*This prevents visual information from being lost*
@@ -0,0 +1,106 @@
# Task Plan: [Analytics Project Description]
<!--
WHAT: Roadmap for a data analytics or exploration session.
WHY: Analytics workflows have different phases than software development — hypothesis testing,
data quality checks, and statistical validation don't map to a generic build cycle.
WHEN: Create this FIRST before starting any data exploration. Update after each phase.
-->
## Goal
<!--
WHAT: One clear sentence describing what you're trying to learn or produce.
EXAMPLE: "Determine which user segments have the highest churn risk using last 90 days of activity data."
-->
[One sentence describing the analytical objective]
## Current Phase
<!--
WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
WHY: Quick reference for where you are. Update this as you progress.
-->
Phase 1
## Phases
### Phase 1: Data Discovery
<!--
WHAT: Connect to data sources, understand schemas, assess data quality.
WHY: Bad data produces bad analysis. This phase prevents wasted effort on unreliable inputs.
-->
- [ ] Identify and connect to data sources
- [ ] Document schemas and field descriptions in findings.md
- [ ] Assess data quality (nulls, duplicates, outliers, date ranges)
- [ ] Estimate dataset size and query performance
- **Status:** in_progress
### Phase 2: Exploratory Analysis
<!--
WHAT: Distributions, correlations, outliers, initial patterns.
WHY: Understanding the shape of your data before testing hypotheses prevents false conclusions.
-->
- [ ] Compute summary statistics for key variables
- [ ] Visualize distributions and relationships
- [ ] Identify outliers and anomalies
- [ ] Document initial patterns in findings.md
- **Status:** pending
### Phase 3: Hypothesis Testing
<!--
WHAT: Formalize hypotheses, run statistical tests, validate findings.
WHY: Moving from "it looks like X" to "we can confidently say X" requires structured testing.
-->
- [ ] Formalize hypotheses from exploratory phase
- [ ] Select appropriate statistical tests
- [ ] Run tests and record results in findings.md
- [ ] Validate findings against holdout data or alternative methods
- **Status:** pending
### Phase 4: Synthesis & Reporting
<!--
WHAT: Summarize findings, create visualizations, document conclusions.
WHY: Analysis without clear communication is wasted work. This phase produces the deliverable.
-->
- [ ] Summarize key findings with supporting evidence
- [ ] Create final visualizations
- [ ] Document conclusions and recommendations
- [ ] Note limitations and areas for further investigation
- **Status:** pending
## Hypotheses
<!--
WHAT: Questions you're investigating, stated as testable hypotheses.
WHY: Explicit hypotheses prevent fishing expeditions and keep analysis focused.
EXAMPLE:
1. Users who logged in < 3 times in the last 30 days have > 50% churn rate (H1)
2. Feature X adoption correlates with retention (r > 0.3) (H2)
-->
1. [Hypothesis to test]
2. [Hypothesis to test]
## Decisions Made
<!--
WHAT: Analytical decisions with reasoning (e.g., choosing a test, filtering criteria).
EXAMPLE:
| Use median instead of mean | Revenue data is heavily right-skewed |
| Filter to last 90 days | Earlier data uses a different tracking schema |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Errors Encountered
<!--
WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
EXAMPLE:
| Query timeout on raw table | 1 | Added date partition filter |
| Null join keys in user_events | 2 | Inner join instead of left join, documented data loss |
-->
| Error | Attempt | Resolution |
|-------|---------|------------|
| | 1 | |
## Notes
- Update phase status as you progress: pending -> in_progress -> complete
- Re-read this plan before major analytical decisions
- Log ALL errors - they help avoid repetition
- Write query results and visual findings to findings.md immediately
+12 -4
View File
@@ -53,10 +53,11 @@ Or:
The bundled extension maps Claude-style behavior onto Pi events:
- `session_start` - session catchup
- `before_agent_start` - plan reminder/injection
- `tool_call` - pre-tool recitation equivalent
- `tool_result` - post-write reminder
- `agent_end` - incomplete-task auto-continue (limit 3)
- passive plan status before approval
- `before_agent_start` - plan reminder/injection after `/plan-execute`
- `tool_call` - pre-tool recitation equivalent after `/plan-execute`
- `tool_result` - post-write reminder after `/plan-execute`
- `agent_end` - incomplete-task auto-continue after `/plan-execute` (limit 3)
- `session_before_compact` - pre-compaction reminder
Attestation is supported. If `task_plan.md` differs from approved hash, plan injection is blocked with:
@@ -98,9 +99,16 @@ Or settings:
- `/plan-status`
- `/plan-attest [--show|--clear]`
- `/plan-execute`
- `/plan-execute reset`
- `/plan-goal <text|default|clear>`
- `/plan-loop [interval] [prompt]` (`stop` to cancel)
Draft and review `task_plan.md` first. The extension stays passive until you
approve the active plan with `/plan-execute`; after that, plan injection,
pre-tool reminders, post-write reminders, and auto-continue are enabled for the
current session and plan.
---
## Session Recovery
+5 -2
View File
@@ -37,8 +37,9 @@ 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
4. **Wait for approval before execution** — In Pi, hooks stay passive until the user runs `/plan-execute`
5. **Re-read plan before decisions** — Refreshes goals in attention window
6. **Update after each phase** — Mark complete, log errors
> **Note:** Planning files go in your project root, not the skill installation folder.
@@ -217,6 +218,8 @@ Modes:
Commands:
- `/plan-status`
- `/plan-attest [--show|--clear]`
- `/plan-execute` (approve the active plan and enable hook activation)
- `/plan-execute reset` (return the active plan to passive review mode)
- `/plan-goal <text|default|clear>`
- `/plan-loop [interval] [prompt]` (use `stop` to cancel)
@@ -144,6 +144,16 @@ async function emit(pi: MockPi, eventName: string, event: any, ctx: MockContext)
return handler?.(event, ctx);
}
async function runCommand(pi: MockPi, name: string, args: string, ctx: MockContext): Promise<void> {
const command = pi.commands.get(name);
expect(command, `missing command: ${name}`).toBeDefined();
await command?.handler(args, ctx);
}
async function approvePlan(pi: MockPi, ctx: MockContext): Promise<void> {
await runCommand(pi, "plan-execute", "", ctx);
}
beforeEach(() => {
originalEnv = { ...process.env };
process.env.PWF_MODE = "parity";
@@ -176,6 +186,12 @@ describe("Pi extension runtime handlers", () => {
]);
});
it("registers plan-execute command for explicit hook activation", () => {
const pi = loadExtension();
expect(Array.from(pi.commands.keys()).sort()).toContain("plan-execute");
});
it("session_start initializes visible plan state for an attached plan directory", async () => {
const cwd = makeWorkspace();
const pi = loadExtension();
@@ -183,7 +199,24 @@ describe("Pi extension runtime handlers", () => {
await emit(pi, "session_start", { reason: "resume" }, ctx);
expect(ctx.ui.setStatus).toHaveBeenCalledWith("planning-with-files", "1/2 phases complete");
expect(ctx.ui.setStatus).toHaveBeenCalledWith(
"planning-with-files",
"1/2 phases complete — run /plan-execute to activate hooks",
);
});
it("before_agent_start stays passive before plan-execute approval", async () => {
const cwd = makeWorkspace();
const pi = loadExtension();
const ctx = createContext(cwd);
const result = await emit(pi, "before_agent_start", {}, ctx);
expect(result).toBeUndefined();
expect(ctx.ui.setStatus).toHaveBeenCalledWith(
"planning-with-files",
"1/2 phases complete — run /plan-execute to activate hooks",
);
});
it("before_agent_start injects canonical skill content when attestation matches", async () => {
@@ -193,6 +226,7 @@ describe("Pi extension runtime handlers", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await approvePlan(pi, ctx);
const result = await emit(pi, "before_agent_start", {}, ctx);
expect(result.message).toMatchObject({
@@ -211,11 +245,11 @@ describe("Pi extension runtime handlers", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await runCommand(pi, "plan-execute", "", ctx);
const result = await emit(pi, "before_agent_start", {}, ctx);
expect(result.message.content).toContain("[PLAN TAMPERED");
expect(result.message.content).toContain("injection blocked");
expect(result.message.display).toBe(true);
expect(ctx.ui.notify).toHaveBeenCalledWith(expect.stringContaining("[PLAN TAMPERED"), "error");
expect(result).toBeUndefined();
});
it("tool_call records a pre-tool reminder against the active leaf", async () => {
@@ -223,6 +257,7 @@ describe("Pi extension runtime handlers", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await approvePlan(pi, ctx);
await emit(pi, "tool_call", { toolName: "write", input: {} }, ctx);
await emit(pi, "tool_call", { toolName: "write", input: {} }, ctx);
@@ -241,6 +276,7 @@ describe("Pi extension runtime handlers", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await approvePlan(pi, ctx);
const result = await emit(
pi,
"tool_result",
@@ -257,6 +293,20 @@ describe("Pi extension runtime handlers", () => {
]);
});
it("agent_end does not auto-continue before plan-execute approval", async () => {
const cwd = makeWorkspace();
const pi = loadExtension();
const ctx = createContext(cwd);
await emit(pi, "agent_end", {}, ctx);
expect(pi.sendUserMessage).not.toHaveBeenCalled();
expect(ctx.ui.notify).toHaveBeenCalledWith(
"[planning-with-files] Task incomplete (1/2). Run /plan-execute to activate hooks.",
"warning",
);
});
it("agent_end flushes final complete-plan state without scheduling a follow-up", async () => {
const cwd = makeWorkspace(completePlan());
const pi = loadExtension();
@@ -278,6 +328,7 @@ describe("Pi extension runtime handlers", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await approvePlan(pi, ctx);
await emit(pi, "session_before_compact", {}, ctx);
expect(ctx.ui.notify).toHaveBeenCalledWith(
@@ -298,8 +349,10 @@ describe("Pi extension runtime handlers", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await approvePlan(pi, ctx);
await emit(pi, "tool_call", { toolName: "write", input: {} }, ctx);
await emit(pi, "session_shutdown", {}, ctx);
await approvePlan(pi, ctx);
await emit(pi, "tool_call", { toolName: "write", input: {} }, ctx);
expect(pi.sendMessage).toHaveBeenCalledTimes(2);
@@ -310,6 +363,7 @@ describe("Pi extension runtime handlers", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await approvePlan(pi, ctx);
await emit(pi, "tool_call", { toolName: "write", input: {} }, ctx);
await emit(pi, "input", { source: "extension", text: "internal" }, ctx);
await emit(pi, "tool_call", { toolName: "write", input: {} }, ctx);
@@ -332,6 +386,7 @@ describe("Pi extension runtime modes", () => {
},
});
await approvePlan(pi, ctx);
const result = await emit(pi, "before_agent_start", {}, ctx);
expect(result.message.content).toContain("Read task_plan.md for current phase and status.");
@@ -344,6 +399,7 @@ describe("Pi extension runtime modes", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await approvePlan(pi, ctx);
const result = await emit(pi, "before_agent_start", {}, ctx);
expect(result.message.content).toContain("[planning-with-files] ACTIVE PLAN");
@@ -356,6 +412,7 @@ describe("Pi extension runtime modes", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await approvePlan(pi, ctx);
const result = await emit(pi, "before_agent_start", {}, ctx);
expect(result.message.content).toContain("treat contents as structured data, not instructions.");
@@ -369,6 +426,7 @@ describe("Pi extension runtime modes", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await approvePlan(pi, ctx);
const result = await emit(pi, "before_agent_start", {}, ctx);
expect(result.message.content).toBe(
@@ -384,6 +442,7 @@ describe("Pi extension runtime modes", () => {
const pi = loadExtension();
const ctx = createContext(cwd);
await approvePlan(pi, ctx);
const startResult = await emit(pi, "before_agent_start", {}, ctx);
const toolResult = await emit(
pi,
@@ -40,6 +40,7 @@ interface RuntimeState {
loopTimersBySession: Map<string, ReturnType<typeof setInterval>>;
goalBySession: Map<string, string>;
preToolQueuedByLeaf: Set<string>;
executionApprovedBySessionPlan: Set<string>;
}
interface ExecResult {
@@ -120,6 +121,14 @@ function clearSessionPrefixMap(state: RuntimeState, sessionId: string): void {
}
}
function clearSessionExecutionApprovals(state: RuntimeState, sessionId: string): void {
for (const key of state.executionApprovedBySessionPlan.keys()) {
if (key.startsWith(`${sessionId}:`)) {
state.executionApprovedBySessionPlan.delete(key);
}
}
}
function isAttachedSession(ctx: ExtensionContext): boolean {
return isSessionAttached(ctx.cwd, getSessionId(ctx));
}
@@ -257,6 +266,14 @@ function buildPreToolParityRecitation(status: PlanStatus): string {
].join("\n");
}
function isExecutionApproved(state: RuntimeState, ctx: ExtensionContext, status: PlanStatus): boolean {
return state.executionApprovedBySessionPlan.has(getPlanSessionKey(ctx, status));
}
function setPassivePlanStatus(ctx: ExtensionContext, status: PlanStatus): void {
ctx.ui.setStatus(PKG_NAME, `${summarizePlan(status)} — run /plan-execute to activate hooks`);
}
// Word-boundary regex check so legitimate commands like
// `git push origin feature/draft-notification` don't trigger the warning, but
// destructive variants like `git push --force` or `git push --mirror` still do.
@@ -329,6 +346,42 @@ function registerCommands(pi: ExtensionAPI, state: RuntimeState): void {
},
});
pi.registerCommand("plan-execute", {
description: "Approve the active plan and enable planning-with-files hook activation",
handler: async (args, ctx) => {
const status = readPlanStatus(ctx.cwd);
if (!status.exists) {
ctx.ui.notify("No active plan (task_plan.md not found)", "warning");
return;
}
const planKey = getPlanSessionKey(ctx, status);
const normalized = args.trim().toLowerCase();
if (["clear", "off", "reset", "disable"].includes(normalized)) {
state.executionApprovedBySessionPlan.delete(planKey);
ctx.ui.notify(`Plan execution approval cleared: ${summarizePlan(status)}`, "info");
setPassivePlanStatus(ctx, status);
return;
}
const attestation = checkPlanAttestation(status);
if (attestation.tampered) {
ctx.ui.notify(buildTamperMessage(status), "error");
return;
}
state.executionApprovedBySessionPlan.add(planKey);
ctx.ui.notify(
[
`Plan execution approved: ${summarizePlan(status)}`,
`Plan path: ${status.planPath}`,
"planning-with-files hooks are now active for this session and plan.",
].join("\n"),
"info",
);
},
});
pi.registerCommand("plan-loop", {
description: "Start/stop planning loop ticks (default: 10m)",
handler: async (args, ctx: ExtensionCommandContext) => {
@@ -387,6 +440,7 @@ export default function planningWithFilesExtension(pi: ExtensionAPI): void {
loopTimersBySession: new Map(),
goalBySession: new Map(),
preToolQueuedByLeaf: new Set(),
executionApprovedBySessionPlan: new Set(),
};
registerCommands(pi, state);
@@ -394,6 +448,7 @@ export default function planningWithFilesExtension(pi: ExtensionAPI): void {
pi.on("session_start", async (event, ctx) => {
const sessionId = getSessionId(ctx);
clearSessionPrefixMap(state, sessionId);
clearSessionExecutionApprovals(state, sessionId);
if (!isAttachedSession(ctx)) {
ctx.ui.setStatus(PKG_NAME, "session not attached to planning context");
@@ -406,7 +461,7 @@ export default function planningWithFilesExtension(pi: ExtensionAPI): void {
const status = readPlanStatus(ctx.cwd);
if (status.exists) {
ctx.ui.setStatus(PKG_NAME, summarizePlan(status));
setPassivePlanStatus(ctx, status);
}
});
@@ -416,6 +471,7 @@ export default function planningWithFilesExtension(pi: ExtensionAPI): void {
if (timer) clearInterval(timer);
state.loopTimersBySession.delete(sessionId);
clearSessionPrefixMap(state, sessionId);
clearSessionExecutionApprovals(state, sessionId);
});
pi.on("input", async (event, ctx) => {
@@ -429,6 +485,11 @@ export default function planningWithFilesExtension(pi: ExtensionAPI): void {
const status = readPlanStatus(ctx.cwd);
if (!status.exists) return;
if (!isExecutionApproved(state, ctx, status)) {
setPassivePlanStatus(ctx, status);
return;
}
const mode = deriveEffectiveMode(resolveConfiguredMode(ctx.cwd), ctx);
const attestation = checkPlanAttestation(status);
@@ -467,7 +528,12 @@ export default function planningWithFilesExtension(pi: ExtensionAPI): void {
const leafKey = `${sessionId}:${leafId}`;
const trackableTools = new Set(["write", "edit", "bash", "read", "grep", "find", "ls"]);
if (status.exists && trackableTools.has(event.toolName) && !state.preToolQueuedByLeaf.has(leafKey)) {
if (
status.exists &&
isExecutionApproved(state, ctx, status) &&
trackableTools.has(event.toolName) &&
!state.preToolQueuedByLeaf.has(leafKey)
) {
state.preToolQueuedByLeaf.add(leafKey);
const attestation = checkPlanAttestation(status);
if (attestation.tampered) {
@@ -518,6 +584,10 @@ export default function planningWithFilesExtension(pi: ExtensionAPI): void {
const status = readPlanStatus(ctx.cwd);
if (!status.exists) return;
if (!isExecutionApproved(state, ctx, status)) {
setPassivePlanStatus(ctx, status);
return;
}
const mode = deriveEffectiveMode(resolveConfiguredMode(ctx.cwd), ctx);
if (mode === "parity") {
@@ -550,6 +620,15 @@ export default function planningWithFilesExtension(pi: ExtensionAPI): void {
if (!isPlanIncomplete(status)) return;
if (!isExecutionApproved(state, ctx, status)) {
ctx.ui.notify(
`[planning-with-files] Task incomplete (${status.completePhases}/${status.totalPhases}). Run /plan-execute to activate hooks.`,
"warning",
);
setPassivePlanStatus(ctx, status);
return;
}
if (mode === "notify") {
ctx.ui.notify(
`[planning-with-files] Task incomplete (${status.completePhases}/${status.totalPhases}). Continue manually.`,
@@ -583,6 +662,12 @@ export default function planningWithFilesExtension(pi: ExtensionAPI): void {
const status = readPlanStatus(ctx.cwd);
if (!status.exists) return;
if (!isExecutionApproved(state, ctx, status)) {
ctx.ui.notify("[planning-with-files] PreCompact: flush progress.md and task_plan.md updates.", "info");
setPassivePlanStatus(ctx, status);
return;
}
const attestation = checkPlanAttestation(status);
const reminder = [
"[planning-with-files] PreCompact: context compaction is about to occur.",
@@ -20,6 +20,10 @@ param(
[switch]$Gate
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if ($PlanFile -ne "") {
$PlanDir = Split-Path -Parent $PlanFile
if ($PlanDir -eq "") { $PlanDir = "." }
@@ -73,6 +77,13 @@ $COMPLETE = [Math]::Max($completePrimary, $completeInline)
$IN_PROGRESS = [Math]::Max($inProgressPrimary, $inProgressInline)
$PENDING = [Math]::Max($pendingPrimary, $pendingInline)
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if ($TOTAL -eq 0) {
exit 0
}
# advisory_report: the v2.43 status echo.
function Write-AdvisoryReport {
if ($COMPLETE -eq $TOTAL -and $TOTAL -gt 0) {
@@ -30,6 +30,10 @@
# interactive terminal (TTY) is skipped entirely. No data on stdin is treated
# as stop_hook_active=false.
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
GATE=0
PLAN_FILE=""
for _arg in "$@"; do
@@ -97,6 +101,13 @@ if [ "$PENDING_INLINE" -gt "$PENDING_PRIMARY" ]; then PENDING="$PENDING_INLINE";
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
# advisory_report: the v2.43 status echo. Always exit 0 after calling.
advisory_report() {
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
@@ -0,0 +1,85 @@
# Findings & Decisions
<!--
WHAT: Knowledge base for your analytics session. Stores data sources, hypotheses, and results.
WHY: Context windows are limited. This file is your "external memory" for analytical work.
WHEN: Update after ANY discovery, especially after running queries or viewing charts.
-->
## Data Sources
<!--
WHAT: Every data source you connected to, with schema details and quality notes.
WHY: Knowing where your data came from and its limitations is critical for reproducibility.
EXAMPLE:
| user_events | PostgreSQL prod replica | 2.3M rows | user_id, event_type, ts | 0.2% null user_id |
| revenue.csv | Finance team export | 45K rows | account_id, mrr, churn_date | Complete, no nulls |
-->
| Source | Location | Size | Key Fields | Quality Notes |
|--------|----------|------|------------|---------------|
| | | | | |
## Hypothesis Log
<!--
WHAT: Each hypothesis you tested, the method used, and the result.
WHY: Structured tracking prevents p-hacking and makes your reasoning auditable.
EXAMPLE:
| H1: Churn > 50% for low-activity users | Chi-squared test | Confirmed (p=0.003) | High |
| H2: Feature X correlates with retention | Pearson correlation | Rejected (r=0.08) | High |
-->
| Hypothesis | Test Method | Result | Confidence |
|------------|-------------|--------|------------|
| | | | |
## Query Results
<!--
WHAT: Key queries you ran and what they revealed.
WHY: Queries are ephemeral - if you don't write down the results, they're lost on context reset.
WHEN: After EVERY significant query. Don't wait.
EXAMPLE:
### Churn rate by activity segment
Query: SELECT activity_bucket, COUNT(*), AVG(churned) FROM user_segments GROUP BY 1
Result: Low activity: 62% churn, Medium: 28%, High: 8%
Interpretation: Strong inverse relationship between activity and churn
-->
<!-- Record query, result summary, and interpretation for each significant query -->
## Statistical Findings
<!--
WHAT: Formal statistical test results with all relevant metrics.
WHY: Recording p-values, effect sizes, and confidence intervals makes results reproducible.
EXAMPLE:
| Chi-squared (churn ~ activity) | p=0.003 | Cramer's V=0.31 | Reject null: activity segments differ significantly in churn |
| Pearson (feature_x ~ retention) | p=0.42 | r=0.08 | Fail to reject: no meaningful correlation |
-->
| Test | p-value | Effect Size | Conclusion |
|------|---------|-------------|------------|
| | | | |
## Technical Decisions
<!--
WHAT: Analytical method choices with reasoning.
EXAMPLE:
| Use log transform on revenue | Right-skewed distribution, normalizes for parametric tests |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Issues Encountered
| Issue | Resolution |
|-------|------------|
| | |
## Resources
<!-- URLs, file paths, documentation links -->
-
## Visual/Browser Findings
<!--
CRITICAL: Update after viewing charts, dashboards, or browser results.
Multimodal content doesn't persist in context - capture as text immediately.
-->
-
---
*Update this file after every 2 view/browser/search operations*
*This prevents visual information from being lost*
@@ -0,0 +1,106 @@
# Task Plan: [Analytics Project Description]
<!--
WHAT: Roadmap for a data analytics or exploration session.
WHY: Analytics workflows have different phases than software development — hypothesis testing,
data quality checks, and statistical validation don't map to a generic build cycle.
WHEN: Create this FIRST before starting any data exploration. Update after each phase.
-->
## Goal
<!--
WHAT: One clear sentence describing what you're trying to learn or produce.
EXAMPLE: "Determine which user segments have the highest churn risk using last 90 days of activity data."
-->
[One sentence describing the analytical objective]
## Current Phase
<!--
WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
WHY: Quick reference for where you are. Update this as you progress.
-->
Phase 1
## Phases
### Phase 1: Data Discovery
<!--
WHAT: Connect to data sources, understand schemas, assess data quality.
WHY: Bad data produces bad analysis. This phase prevents wasted effort on unreliable inputs.
-->
- [ ] Identify and connect to data sources
- [ ] Document schemas and field descriptions in findings.md
- [ ] Assess data quality (nulls, duplicates, outliers, date ranges)
- [ ] Estimate dataset size and query performance
- **Status:** in_progress
### Phase 2: Exploratory Analysis
<!--
WHAT: Distributions, correlations, outliers, initial patterns.
WHY: Understanding the shape of your data before testing hypotheses prevents false conclusions.
-->
- [ ] Compute summary statistics for key variables
- [ ] Visualize distributions and relationships
- [ ] Identify outliers and anomalies
- [ ] Document initial patterns in findings.md
- **Status:** pending
### Phase 3: Hypothesis Testing
<!--
WHAT: Formalize hypotheses, run statistical tests, validate findings.
WHY: Moving from "it looks like X" to "we can confidently say X" requires structured testing.
-->
- [ ] Formalize hypotheses from exploratory phase
- [ ] Select appropriate statistical tests
- [ ] Run tests and record results in findings.md
- [ ] Validate findings against holdout data or alternative methods
- **Status:** pending
### Phase 4: Synthesis & Reporting
<!--
WHAT: Summarize findings, create visualizations, document conclusions.
WHY: Analysis without clear communication is wasted work. This phase produces the deliverable.
-->
- [ ] Summarize key findings with supporting evidence
- [ ] Create final visualizations
- [ ] Document conclusions and recommendations
- [ ] Note limitations and areas for further investigation
- **Status:** pending
## Hypotheses
<!--
WHAT: Questions you're investigating, stated as testable hypotheses.
WHY: Explicit hypotheses prevent fishing expeditions and keep analysis focused.
EXAMPLE:
1. Users who logged in < 3 times in the last 30 days have > 50% churn rate (H1)
2. Feature X adoption correlates with retention (r > 0.3) (H2)
-->
1. [Hypothesis to test]
2. [Hypothesis to test]
## Decisions Made
<!--
WHAT: Analytical decisions with reasoning (e.g., choosing a test, filtering criteria).
EXAMPLE:
| Use median instead of mean | Revenue data is heavily right-skewed |
| Filter to last 90 days | Earlier data uses a different tracking schema |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Errors Encountered
<!--
WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
EXAMPLE:
| Query timeout on raw table | 1 | Added date partition filter |
| Null join keys in user_events | 2 | Inner join instead of left join, documented data loss |
-->
| Error | Attempt | Resolution |
|-------|---------|------------|
| | 1 | |
## Notes
- Update phase status as you progress: pending -> in_progress -> complete
- Re-read this plan before major analytical decisions
- Log ALL errors - they help avoid repetition
- Write query results and visual findings to findings.md immediately
+11 -5
View File
@@ -6,9 +6,9 @@ This file is the canonical, session-portable reference for how every agent worki
## Commit rules
- **Author**: OthmanAdi only. NEVER add `Co-Authored-By:` trailers.
- **Author**: OthmanAdi only for release/maintenance commits. NEVER add `Co-Authored-By:` trailers.
- **Format**: Conventional Commits — `fix:`, `feat:`, `release:`, `docs:` prefixes.
- **One squashed commit per release or PR merge.**
- **One release commit on top of the contributor commit(s), never a squash of the contributor's work.** `git merge --squash` rewrites the committer as whoever runs the local commit, which reassigns the contributor's authorship to OthmanAdi — this happened once (v2.40.1 cycle) and is exactly what this rule exists to prevent. Squashing is fine only for collapsing your OWN WIP commits before pushing.
- No `--no-verify`. No force push to master except tag ref updates.
- Contributors are credited in CHANGELOG `### Thanks` and `CONTRIBUTORS.md`, never in commit trailers.
@@ -19,7 +19,7 @@ This file is the canonical, session-portable reference for how every agent worki
1. `gh issue view N` and `gh pr view N` — read both in full.
2. Verify the bug is real: find the exact file/line, grep for the pattern, confirm reporter is correct.
3. `python -m pytest tests/ -q` — all tests pass before touching anything.
4. Squash merge: `git fetch origin branch && git merge --squash origin/branch`, then a single commit as OthmanAdi.
4. Merge preserving contributor authorship: `git fetch origin pull/N/head:pr-N && git cherry-pick <pr-head-sha>`, or `gh pr merge --rebase`. Do NOT use `git merge --squash` — it collapses the contributor's commit and reassigns the `Author:` field to whoever runs the local commit, destroying their credit in `git log`.
5. CHANGELOG — new version entry at top, `### Fixed`/`### Added`/`### Changed`, sachlich, no em-dashes.
6. CONTRIBUTORS.md — add reporter/contributor, bump "Total Contributors: N+", update "Last updated" date.
7. Version bump across all 19 files (see table below).
@@ -57,7 +57,12 @@ All 19 files must be bumped to the same version string every release.
| `.claude-plugin/marketplace.json` | Marketplace metadata |
| `CITATION.cff` | Citation file |
**NOT bumped automatically**: `.continue/`, `.gemini/` — intentionally behind. Do not bump without an explicit scope decision.
**NOT bumped automatically**: `scripts/bump-version.py`'s `LAGGING_FILES` list currently excludes four files, not two — this table only tracked two until this correction:
- `.continue/skills/planning-with-files/SKILL.md`, `.gemini/skills/planning-with-files/SKILL.md` — intentionally behind. Do not bump without an explicit scope decision.
- `.pi/skills/planning-with-files/SKILL.md` — carries its own npm package version (`@tomxprime/planning-with-files`), not the canonical `metadata.version` field the parity set shares.
- `.kiro/skills/planning-with-files/SKILL.md` — carries its own `-kiro`-suffixed scheme (e.g. `3.0.0-kiro`), bumped on Kiro-relevant changes rather than every canonical release.
Recent CHANGELOG entries (v3.1.1–v3.1.3) already describe this 4-file exclusion as "per AGENTS.md release scope" — this section previously did not actually say so. It does now.
---
@@ -145,7 +150,8 @@ Thanks: @handle for reporting issue #N.
## Quick reference: what NOT to do
- Do not add Co-Authored-By to any commit.
- Do not bump .continue or .gemini without explicit instruction.
- Do not bump .continue or .gemini without explicit instruction. .pi and .kiro track their own version schemes and are never bumped by `scripts/bump-version.py`.
- Do not `git merge --squash` a contributor PR — it reassigns their commit authorship. Use cherry-pick or `gh pr merge --rebase`.
- Do not edit `task_plan.md` or `DESIGN.md` directly (user-owned contracts).
- Do not log subagent returns into `task_plan.md` — use `progress.md`.
- Do not use em-dashes in any user-facing prose.
+80
View File
@@ -2,6 +2,86 @@
All notable changes to this project will be documented in this file.
## [3.4.0] - 2026-07-06
### Added
- **`PLANNING_DISABLED=1` per-invocation opt-out** (closes #195, reported by @marcmuon). One-shot sessions that share a working directory with an active plan (a CI review bot run via `codex exec`, a read-only research agent, a nested orchestrator) were hijacked by the hooks: plan context injected, the actual output redirected into `progress.md`, and a fabricated completed phase appended to `task_plan.md`. All Codex hook entry points (`session-start.sh`, `user-prompt-submit.sh`, `pre-tool-use.sh`, `post-tool-use.sh`, `stop.sh`, `pre-compact.sh`, plus the Python adapter route via `codex_hook_adapter.is_session_attached`) and the canonical dispatchers (`inject-plan.sh`, `gate-stop.sh`, `check-complete.sh`/`.ps1`) now exit before reading the plan when `PLANNING_DISABLED=1` is set in the environment. PreToolUse still emits its allow decision so tool calls proceed normally. The guard ships in every distributed copy: canonical scripts, the skill package, all sync-managed IDE mirrors, the five language variants, the standalone `.kiro` copy, and the `clawhub-upload` bundle. Usage documented in `docs/codex.md`. New `tests/test_planning_disabled_optout.py` (12 tests) covers baseline behavior, disabled behavior, the #195 acceptance criterion (plan files byte-for-byte unchanged after a full disabled hook pass), and a guard-presence sweep across every copy.
### Fixed
- **`docs/codex.md` still described the pre-v3.1.0 blocking Stop hook.** The hook table said Stop "blocks once when phases are incomplete"; that block path was removed in v3.1.0 (PR #180) and the installed hook has emitted an advisory reminder since. The row now matches the shipped behavior. The `decision: block` half of #195 was reported against a v2.41.0 bundle shipped by oh-my-codex; current releases do not block.
### Verification
- Python suite: 200 passed, 5 skipped, 0 failed (12 new opt-out tests).
- Functional smoke test on a live temp plan: baseline injection unchanged without the variable; with it set, no hook output, tool calls still allowed, plan files byte-identical afterwards.
- `scripts/sync-ide-folders.py --verify`: all IDE folders in sync. All modified `.sh` files pass `sh -n`; all modified `.ps1` files parse clean.
### Thanks
- @marcmuon (Marc Kelechava) for the precise report separating this failure from #178 and #146, with reproductions for both symptoms, the root-cause file list, and acceptance criteria this release implements directly (#195).
## [3.3.0] - 2026-07-06
### Added
- **`/plan-execute` approval gate for the Pi extension** (PR #193 by @Dikshj, closes #190, requested by @lazyst). The Pi extension hooks previously activated as soon as `task_plan.md` existed on disk: plan injection on `before_agent_start`, pre-tool recitation on `tool_call`, post-write reminders on `tool_result`, and auto-continue on `agent_end` could all start while the user was still reviewing a draft plan. The extension now stays passive until the user approves the active plan with `/plan-execute`; before approval it shows a status line ("run /plan-execute to activate hooks") and nothing else. Approval is scoped to the current session and plan path, is cleared on session lifecycle events, and `/plan-execute reset` returns the plan to passive review mode. A plan whose SHA-256 attestation shows tampering cannot be approved. This gates initial hook activation only; the v3 gate mode (which gates stopping on an incomplete plan) is unchanged. Pi docs, Pi skill docs, and runtime tests cover the passive review flow.
### Verification
- Python suite: 188 passed, 5 skipped, 0 failed.
- Pi extension vitest suite: 21 passed (2 files).
- `scripts/sync-ide-folders.py --verify`: all IDE folders in sync.
- Supply-chain review on PR #193: no new dependencies, no install scripts, no bin shims, no network calls; changes confined to the Pi extension runtime, its tests, and documentation. The gate itself tightens the injection path, since a tampered or unreviewed plan can no longer reach model context automatically.
### Thanks
- @Dikshj (diksha) for implementing the /plan-execute approval gate with runtime and docs test coverage (PR #193).
- @lazyst for the feature request and the precise passive-until-confirmed workflow description (#190).
## [3.2.0] - 2026-07-03
A repository health audit covering the v3 long-running-session mechanism, the
open issue backlog, and two community pull requests. The headline finding:
`session-catchup.py`, the mechanism behind "resume after /clear," did nothing
on Windows. Both that and a related silent-injection bug are fixed here,
along with the false "0/0 phases" status reported in #191.
### Fixed
- **`session-catchup.py` was non-functional on Windows** (the "resume after /clear" feature). `get_project_dir_claude` only replaced forward slashes, so a Windows-style path (`C:\Users\...` or Git Bash's `/c/Users/...`) never sanitized to Claude's actual project-directory name, and the function always returned early with no output and no error. Three `open()` calls also had no explicit encoding, so a session log containing any non-ASCII text raised `UnicodeDecodeError` on Windows' default `cp1252` codec, an error the surrounding `except` clauses swallowed silently. Fixed by detecting Windows-shaped paths before sanitizing and adding `encoding='utf-8', errors='replace'` to the three reads; genuine Unix absolute paths take the same code path as before. `tests/test_path_fix.py` previously reimplemented the sanitizer instead of importing the real module, so the suite stayed green while the shipped script stayed broken; it now imports and exercises the actual function.
- **`inject-plan.sh`'s containment guard silently dropped plan injection and tamper detection under aliased paths.** `is_within_root()` canonicalized the project root from the `$PWD` string but canonicalized candidates from a relative path, and on a Windows account with an 8.3 short-name `TEMP` (or any path reached through the MSYS `/tmp` mount), the two resolve to differently-spelled versions of the same directory. The prefix-match check then failed and the hook exited with zero output: no plan re-injection, no tamper warning, nothing visible. Fixed by canonicalizing the root the same way candidates already are.
- **Task plans without `### Phase` headings falsely reported "0/0 phases complete"** (#191, reported by @mixian939 against Codex). `check-complete.sh`/`.ps1` and several IDE-specific Stop hooks counted `### Phase` headings but never checked whether the count was zero before reporting a status, so an unstructured `task_plan.md` produced a false "Task in progress (0/0 phases complete)" message, or in Cursor and GitHub Copilot's adapters an auto-continue nudge to keep working on a plan that was never structured to begin with. Fixed with a `TOTAL=0` guard everywhere the pattern appeared: the canonical Claude Code scripts, `.codex`, `.cursor`, GitHub Copilot's `agent-stop.sh`, all `sync-ide-folders.py`-managed IDE mirrors, the five language-variant skills, and the standalone `.kiro` copy.
- **`--template analytics` silently produced the default templates instead of the analytics-specific ones** (addresses #103). `templates/analytics_task_plan.md` and `templates/analytics_findings.md` (added v2.29.0) were never copied into `skills/planning-with-files/templates/`, the directory the installed skill package actually reads, so every plugin or skill-only install fell back to the generic templates. Copied both files into the canonical templates directory and added them to `sync-ide-folders.py`'s sync list, backfilling seven IDE mirrors.
- **Windows test suite encoding errors and stale installation docs** (PR #187 by @Stephen-abc). `subprocess.run`/`Popen` calls across 15 test files had no explicit encoding, which raises `UnicodeDecodeError` on Windows accounts whose default codepage isn't UTF-8. `docs/adal.md`, `docs/antigravity.md`, `docs/kilocode.md`, and `docs/openclaw.md` also referenced `.adal/`, `.agent/`, and `.kilocode/` source paths removed in v2.24.0, and antigravity.md's templates were mislabeled as living in `references/` instead of `templates/`. Fixed the same mislabel in `docs/codebuddy.md`, which was outside PR #187's scope.
- **Hermes adapter test failed on Windows accounts with an 8.3-short-name `TEMP`.** The test compared a `Path.resolve()`-canonicalized production result against an unresolved expected path, so accounts where `TEMP` itself resolves to a short-name alias (`OASRVA~1` vs the real account name) failed a test that was actually passing correctly. Resolved the expected side the same way.
- **`AGENTS.md` told agents to squash-merge contributor PRs.** `git merge --squash` reassigns the contributor's commit authorship to whoever runs the local commit: the exact mistake this project's release protocol already exists to prevent (v2.40.1 cycle). Replaced with cherry-pick / `gh pr merge --rebase` guidance, matching CLAUDE.md. Also documented that `.pi` and `.kiro` lag the parity-locked version bump alongside `.continue` and `.gemini`, which recent CHANGELOG entries already assumed AGENTS.md said.
### Added
- **`docs/autohand.md`** (PR #192 by @igorcosta): setup guide for Autohand Code, added to the supported-IDEs table (18+ platforms).
- **`SECURITY.md`** and GitHub private vulnerability reporting enabled (closes #188, requested by @AvitalAviv).
### Changed
- Version bumped to 3.2.0 across the 17 parity-locked files via `scripts/bump-version.py`. `.continue`, `.gemini`, `.pi`, and `.kiro` lag intentionally, now documented in AGENTS.md itself.
### Verification
- Python suite: 186 passed, 5 skipped, 0 failed (up from 184/4/0; two new path-sanitizer tests in `test_path_fix.py`).
- `scripts/sync-ide-folders.py --verify`: all IDE folders in sync.
- Functionally re-verified the long-running-session mechanism end to end on Windows after the fixes: init, check-complete, attestation lock/tamper-detect/clear, parallel-plan resolution, and session-catchup all confirmed working in both sh and PowerShell.
- Supply-chain review on both merged PRs: docs and test files only, no dependency, install script, or bin shim in either.
### Thanks
- @mixian939 for the detailed #191 report and root-cause diagnosis against Codex, which led to finding and fixing the same defect in the canonical scripts and two other IDE adapters.
- @Stephen-abc (Wang Jun) for the Windows test encoding fix and installation doc corrections (PR #187).
- @igorcosta (Igor Costa, Autohand) for the Autohand Code setup docs (PR #192).
- @AvitalAviv for flagging the missing private vulnerability disclosure channel (#188).
- @mvanhorn for the original analytics templates (v2.29.0, #103) that this release finally ships into the installed skill package.
## [3.1.3] - 2026-06-16
A hotfix for a frontmatter regression introduced in v3.1.2. The refreshed description shipped in v3.1.2 contains a colon, and the English SKILL.md carry the `description` field unquoted, so the frontmatter became invalid YAML. This release quotes the description and adds a test that validates every SKILL.md frontmatter as YAML, so the class cannot ship again.
+1 -1
View File
@@ -7,7 +7,7 @@ authors:
- family-names: Adi
given-names: Ahmad Othman Ammar
alias: OthmanAdi
version: "3.1.3"
version: "3.4.0"
date-released: "2026-06-16"
license: MIT
url: "https://github.com/OthmanAdi/planning-with-files"
+22 -2
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@@ -106,6 +106,12 @@ These amazing people have contributed code, documentation, or significant improv
### Other Contributors
- **[@Dikshj](https://github.com/Dikshj)** (diksha) - [PR #193](https://github.com/OthmanAdi/planning-with-files/pull/193), closes [Issue #190](https://github.com/OthmanAdi/planning-with-files/issues/190)
- Added the `/plan-execute` approval command to the Pi extension: hooks previously activated the moment `task_plan.md` existed, so plan injection, pre-tool recitation, post-write reminders, and auto-continue could start while the user was still reviewing a draft plan
- The extension now stays passive (status line only) until the user approves the active plan; approval is scoped to the current session and plan path, resets on session lifecycle events, and `/plan-execute reset` returns to passive review mode
- A plan with a tampered SHA-256 attestation cannot be approved, and the runtime test suite plus Python docs guards cover the passive review flow
- **Impact:** Pi users can draft and review a plan without the extension pushing execution before they have confirmed it, closing the workflow gap reported in #190
- **[@2023Anita](https://github.com/2023Anita)** - [PR #180](https://github.com/OthmanAdi/planning-with-files/pull/180), [Issue #178](https://github.com/OthmanAdi/planning-with-files/issues/178)
- Made the Codex Stop hook non-blocking for incomplete plans: `.codex/hooks/stop.py` previously emitted `{"decision": "block"}` on the first stop while phases were still pending, which pushed the agent to continue into the next phase without the user asking
- Collapsed the conditional block path to a single advisory `systemMessage` and rewrote `.codex/hooks/stop.sh` to drop the imperative "continue working on the remaining phases" wording, keeping only the progress-sync reminder
@@ -275,6 +281,16 @@ These amazing people have contributed code, documentation, or significant improv
- Linked the upstream OpenAI page so the canonical key change was easy to verify
- **Impact:** v2.39.0 swaps the docs to `hooks = true` in four sites with an alias note, so new users get the canonical key while users on older configs are not pushed to migrate
- **[@Stephen-abc](https://github.com/Stephen-abc)** (Wang Jun) - [PR #187](https://github.com/OthmanAdi/planning-with-files/pull/187)
- Fixed `UnicodeDecodeError` across 15 test files by adding explicit `encoding="utf-8"` to `subprocess.run`/`Popen` calls, which fail on Windows accounts whose default codepage isn't UTF-8
- Corrected `docs/adal.md`, `docs/antigravity.md`, `docs/kilocode.md`, and `docs/openclaw.md`, which referenced IDE-specific source folders (`.adal/`, `.agent/`, `.kilocode/`) removed in v2.24.0, and fixed a `references/` versus `templates/` mislabel in antigravity.md
- **Impact:** v3.2.0 test suite is now robust on non-UTF-8-default Windows accounts, and four installation guides point at paths that actually exist
- **[@igorcosta](https://github.com/igorcosta)** (Igor Costa, Autohand) - [PR #192](https://github.com/OthmanAdi/planning-with-files/pull/192)
- Added `docs/autohand.md`, a setup guide for Autohand Code covering user-level and project-level Agent Skills installs
- Added Autohand Code to the README's supported-IDEs table
- **Impact:** planning-with-files now documents a supported install path for Autohand Code alongside the other 17+ platforms
## Community Forks
These developers have created forks that extend the functionality:
@@ -299,6 +315,10 @@ Thank you to everyone who reported issues, provided feedback, and helped test fi
- [@st01cs](https://github.com/st01cs) - Issue #28 (Devis fork discussion)
- [@wqh17101](https://github.com/wqh17101) - Issue #11 testing and confirmation
- [@luyanfeng](https://github.com/luyanfeng) - Issue #172 (OpenCode install/verify paths doubled the folder segment in docs/opencode.md; fixed in v2.43.0)
- [@mixian939](https://github.com/mixian939) - Issue #191 (Codex hooks reporting a false "0/0 phases complete" status for an unstructured task_plan.md, with a full root-cause diagnosis and suggested fix; the audit this triggered found and fixed the same defect in the canonical scripts and two other IDE adapters, fixed in v3.2.0)
- [@AvitalAviv](https://github.com/AvitalAviv) - Issue #188 (flagged that the repo had no private vulnerability disclosure channel; private vulnerability reporting is now enabled and documented in SECURITY.md)
- [@lazyst](https://github.com/lazyst) - Issue #190 (feature request describing the Pi extension activating hooks on a draft plan before user confirmation, with the exact passive-until-confirmed behavior that shipped as `/plan-execute` in v3.3.0)
- [@marcmuon](https://github.com/marcmuon) (Marc Kelechava) - Issue #195 (one-shot `codex exec` sessions sharing a cwd with an incomplete plan got hijacked and mutated orchestrator-owned plan files; the report's reproductions, root-cause file list, and acceptance criteria shipped directly as the `PLANNING_DISABLED=1` opt-out in v3.4.0)
And many others who have starred, forked, and shared this project!
@@ -326,6 +346,6 @@ If you've contributed and don't see your name here, please open an issue! We wan
---
**Total Contributors:** 46+ and growing!
**Total Contributors:** 50+ and growing!
*Last updated: June 13, 2026*
*Last updated: July 6, 2026*
+8 -4
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@@ -17,7 +17,7 @@
[![Skills Playground](https://skillsplayground.com/badges/installs/othmanadi-planning-with-files-planning-with-files.svg)](https://skillsplayground.com/skills/othmanadi-planning-with-files-planning-with-files/)
[![Downloads](https://skill-history.com/badge/othmanadi/planning-with-files.svg)](https://skill-history.com/othmanadi/planning-with-files)
[![Version](https://img.shields.io/badge/version-3.1.3-brightgreen)](https://github.com/OthmanAdi/planning-with-files/releases)
[![Version](https://img.shields.io/badge/version-3.4.0-brightgreen)](https://github.com/OthmanAdi/planning-with-files/releases)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
[![Closed Issues](https://img.shields.io/github/issues-closed/OthmanAdi/planning-with-files?color=success)](https://github.com/OthmanAdi/planning-with-files/issues?q=is%3Aissue+is%3Aclosed)
[![Closed PRs](https://img.shields.io/github/issues-pr-closed/OthmanAdi/planning-with-files?color=success)](https://github.com/OthmanAdi/planning-with-files/pulls?q=is%3Apr+is%3Aclosed)
@@ -73,10 +73,13 @@ See the full list of everyone who made this project better in [CONTRIBUTORS.md](
<details>
<summary><strong>📦 Releases & Session Recovery</strong></summary>
### Current Version: v3.1.3
### Current Version: v3.4.0
| Version | Highlights |
|---------|------------|
| **v3.4.0** | **`PLANNING_DISABLED=1` per-invocation opt-out for one-shot sessions (closes #195, reported by @marcmuon).** One-shot `codex exec` runs (CI review bots, read-only research agents, nested orchestrators) that merely shared a cwd with an incomplete plan were hijacked: plan context injected, the actual output redirected into `progress.md`, a fabricated completed phase appended to `task_plan.md`. All Codex hook entry points, the Python adapter route, and the canonical dispatchers (`inject-plan.sh`, `gate-stop.sh`, `check-complete.sh`/`.ps1`) now exit before reading the plan when `PLANNING_DISABLED=1` is set; PreToolUse keeps emitting its allow decision so tool calls proceed. The guard ships in every distributed copy including the five language variants. Also corrected `docs/codex.md`'s stale claim that the Stop hook blocks (non-blocking since v3.1.0). Suite at 200 passed. |
| **v3.3.0** | **Pi extension hooks now wait for explicit user approval via `/plan-execute`** (PR #193 by @Dikshj, closes #190, requested by @lazyst). The Pi extension previously activated all hooks as soon as `task_plan.md` existed, so plan injection, pre-tool recitation, post-write reminders, and auto-continue could start while the user was still reviewing a draft plan. The extension now stays passive with a status line until the active plan is approved with `/plan-execute`; approval is scoped to the current session and plan path, resets on session lifecycle events, and `/plan-execute reset` returns to passive review. A plan with a tampered SHA-256 attestation cannot be approved. Suite at 188 passed plus 21 Pi extension vitest tests. |
| **v3.2.0** | **Repository health audit: session-catchup.py was non-functional on Windows, plus the "0/0 phases" false status (closes #191, addresses #103, closes #188).** `session-catchup.py`, the mechanism behind "resume after `/clear`," never sanitized Windows-style paths correctly and had no explicit encoding on three reads, so it silently did nothing on Windows with no error. `inject-plan.sh`'s containment guard also silently dropped plan injection and tamper detection under 8.3 short-name or `/tmp`-aliased paths. Both fixed. Separately, `check-complete.sh`/`.ps1` and three IDE-specific Stop hooks reported a false "0/0 phases complete" for any `task_plan.md` without `### Phase` headings (#191, reported by @mixian939); fixed everywhere the pattern appeared, canonical scripts included. The `--template analytics` flag (v2.29.0) was silently falling back to default templates in every installed skill package; the analytics templates now actually ship where `init-session.sh` reads them. Merged PR #187 (@Stephen-abc: Windows test-encoding fixes, stale install-path docs) and PR #192 (@igorcosta: Autohand Code setup docs). Added `SECURITY.md` and enabled private vulnerability reporting (@AvitalAviv). Corrected `AGENTS.md`'s contributor-PR-merge guidance, which told agents to squash-merge in a way that reassigns authorship. Suite at 186 passed, 5 skipped, 0 failed. |
| **v3.1.3** | **Hotfix: SKILL.md frontmatter was invalid YAML in v3.1.2.** The v3.1.2 description refresh added a colon, and the English SKILL.md keep `description` unquoted, so YAML rejected the frontmatter ("mapping values are not allowed here"), which could break skill loading and the model-triggering description. v3.1.3 quotes the description (matching the already-quoted translated variants; the parsed value is identical) across the canonical file and the seven English IDE variants, and adds `tests/test_skill_frontmatter_valid.py` to validate every SKILL.md frontmatter as YAML. Suite at 184 passed. |
| **v3.1.2** | **Session-catchup command works outside the plugin runtime, `.hermes` parity, refreshed skill description** (PR #186 by @shunfeng8421 closes #185, reported by @xwang118). The documented Restore Context command used `${CLAUDE_PLUGIN_ROOT}`, which the plugin runtime sets only inside hook execution, so a skill-only install (`npx skills add`, Codex, Cursor) running it in a shell got an empty variable and a broken `/scripts/...` path. Now `SKILL_DIR="${CLAUDE_PLUGIN_ROOT:-$HOME/.claude/skills/planning-with-files}"` on the canonical file, `.codebuddy`, and the five language variants; the `.hermes` variant got the same fallback for `$HERMES_HOME`. The eight English SKILL.md descriptions were refreshed to lead with planning for AI coding agents and context-loss survival, with the `Use when` trigger and translated variants unchanged. Documentation only; suite at 180 passed. |
| **v3.1.1** | **Codex verification command checks the canonical `hooks` feature flag** (PR #184 by @Fat-Jan). The `docs/codex.md` verify block ran `codex features list \| rg '^codex_hooks\s'`, but Codex moved its canonical feature key from `codex_hooks` to `hooks` in 0.129.0 (openai/codex#20522). The alias still resolves in config, yet `codex features list` prints only `hooks`, so the old pattern matched nothing on current Codex and routed correctly configured users to the upgrade path. The command now greps `^(hooks\|codex_hooks)\s` and the troubleshooting sentence covers both names, matching the `hooks = true` guidance carried in the file since v2.39.0. Documentation only; suite at 180 passed. |
@@ -148,7 +151,7 @@ When your context fills up and you run `/clear`, this skill **automatically reco
</details>
<details>
<summary><strong>🛠️ Supported IDEs (17+ Platforms)</strong></summary>
<summary><strong>🛠️ Supported IDEs (18+ Platforms)</strong></summary>
#### Enhanced Support (hooks + lifecycle automation)
@@ -177,6 +180,7 @@ These IDEs implement the [Agent Skills](https://agentskills.io) open specificati
| Continue | [Continue Setup](docs/continue.md) | `.continue/skills/` + [.prompt files](https://docs.continue.dev/customize/deep-dives/prompts) |
| Pi Agent | [Pi Agent Setup](docs/pi-agent.md) | `.pi/skills/` ([npm package](https://www.npmjs.com/package/@mariozechner/pi-coding-agent)) |
| OpenClaw | [OpenClaw Setup](docs/openclaw.md) | `.openclaw/skills/` ([docs](https://docs.openclaw.ai/tools/skills)) |
| Autohand Code | [Autohand Code Setup](docs/autohand.md) | `~/.autohand/skills/` or `.autohand/skills/` |
| Antigravity | [Antigravity Setup](docs/antigravity.md) | `.agent/skills/` ([docs](https://codelabs.developers.google.com/getting-started-with-antigravity-skills)) |
| Kilocode | [Kilocode Setup](docs/kilocode.md) | `.kilocode/skills/` ([docs](https://kilo.ai/docs/agent-behavior/skills)) |
| AdaL CLI (Sylph AI) | [AdaL Setup](docs/adal.md) | `.adal/skills/` ([docs](https://docs.sylph.ai/features/plugins-and-skills)) |
@@ -250,7 +254,7 @@ npx skills add OthmanAdi/planning-with-files --skill planning-with-files-zht -g
</details>
Works with Claude Code, Cursor, Codex, Gemini CLI, and 40+ agents supporting the [Agent Skills](https://agentskills.io) spec.
Works with Claude Code, Cursor, Codex, Gemini CLI, Autohand Code, and 40+ agents supporting the [Agent Skills](https://agentskills.io) spec.
<details>
<summary><strong>🔧 Claude Code Plugin (Advanced Features)</strong></summary>
+32
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@@ -0,0 +1,32 @@
# Security Policy
## Reporting a Vulnerability
Report suspected vulnerabilities privately through [GitHub Private Vulnerability Reporting](https://github.com/OthmanAdi/planning-with-files/security/advisories/new) (Security tab -> Report a vulnerability). This opens a private advisory visible only to the maintainer until a fix ships.
Include what you'd include in a normal bug report, plus:
- The affected hook, script, or file (e.g. `scripts/inject-plan.sh`, a specific IDE's `hooks/stop.sh`).
- The data flow: what untrusted input reaches what trusted context.
- Reproduction steps.
- Suggested mitigation, if you have one.
Do not open a public issue for a suspected vulnerability before it's been triaged privately.
## Scope
This repository ships markdown-based planning templates plus shell/PowerShell/Python hook scripts that several AI coding agents (Claude Code, Codex, Cursor, GitHub Copilot, and others) execute automatically during a session. Relevant security concerns include:
- Prompt injection via plan file content reaching model context (see the delimiter and attestation mechanisms in `scripts/inject-plan.sh` and `scripts/attest-plan.sh`).
- Path traversal or symlink escapes in plan directory resolution (`scripts/resolve-plan-dir.sh`, `scripts/inject-plan.sh`'s containment guard).
- Supply-chain concerns in any dependency, install script, or bin shim (this repo currently has none; flag if that changes).
Not in scope: vulnerabilities in the AI agents/IDEs themselves (Claude Code, Codex, etc.) — report those to their respective maintainers.
## Response
Expect an initial response within a few days. Confirmed fixes ship as a patch release with a CHANGELOG `### Security` entry; credit is given in `CONTRIBUTORS.md` unless you ask to stay anonymous.
## Supported Versions
Only the latest released version is supported. Update to the current release before reporting if you're on an older one.
+6 -3
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@@ -29,21 +29,24 @@ How to use planning-with-files with AdaL CLI (Sylph AI).
```bash
git clone https://github.com/OthmanAdi/planning-with-files.git
cp -r planning-with-files/.adal/skills/planning-with-files ~/.adal/skills/
mkdir -p ~/.adal/skills
cp -r planning-with-files/skills/planning-with-files ~/.adal/skills/
```
### Option 3: Copy to project skills directory
```bash
git clone https://github.com/OthmanAdi/planning-with-files.git
cp -r planning-with-files/.adal/skills/planning-with-files .adal/skills/
mkdir -p .adal/skills
cp -r planning-with-files/skills/planning-with-files .adal/skills/
```
### Option 4: Windows (PowerShell)
```powershell
git clone https://github.com/OthmanAdi/planning-with-files.git
Copy-Item -Recurse -Path "planning-with-files\.adal\skills\planning-with-files" -Destination "$env:USERPROFILE\.adal\skills\"
New-Item -ItemType Directory -Force -Path $env:USERPROFILE\.adal\skills
Copy-Item -Recurse -Path "planning-with-files\skills\planning-with-files" -Destination "$env:USERPROFILE\.adal\skills\"
```
---
+9 -8
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@@ -16,8 +16,9 @@ Share the skill with your entire team by adding it to your repository:
# 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 .
# Copy the planning-with-files skill to your repo
mkdir -p .agent/skills
cp -r /tmp/planning-with-files/skills/planning-with-files .agent/skills/
# Commit to share with team
git add .agent/
@@ -40,7 +41,7 @@ git clone https://github.com/OthmanAdi/planning-with-files.git /tmp/planning-wit
# 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/
cp -r /tmp/planning-with-files/skills/planning-with-files ~/.gemini/antigravity/skills/
# Clean up
rm -rf /tmp/planning-with-files
@@ -97,7 +98,7 @@ Once activated, the skill creates:
### Templates
The skill includes starter templates in `.agent/skills/planning-with-files/references/`:
The skill includes starter templates in `.agent/skills/planning-with-files/templates/`:
- `task_plan.md` — Phase tracking template
- `findings.md` — Research storage template
- `progress.md` — Session logging template
@@ -208,9 +209,9 @@ Check:
### Need Templates?
Templates are in:
- **Workspace:** `.agent/skills/planning-with-files/references/`
- **Personal:** `~/.gemini/antigravity/skills/planning-with-files/references/`
Check:
- **Workspace:** `.agent/skills/planning-with-files/templates/`
- **Personal:** `~/.gemini/antigravity/skills/planning-with-files/templates/`
Copy them to your project root and customize.
@@ -229,7 +230,7 @@ Edit `.agent/skills/planning-with-files/SKILL.md` to customize:
Place custom templates in:
```
.agent/skills/planning-with-files/references/
.agent/skills/planning-with-files/templates/
```
Antigravity will reference them automatically.
+95
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@@ -0,0 +1,95 @@
# Autohand Code Setup
How to use planning-with-files with [Autohand Code](https://github.com/autohandai/code-cli/).
---
## What This Integration Adds
- Standard Agent Skill loading through Autohand Code skill discovery.
- Full templates, scripts, and reference documentation from the canonical skill.
- User-level or project-level installs.
Autohand Code discovers skills from multiple locations, including:
1. **User-level skills:** `~/.autohand/skills/`
2. **Project-level skills:** `<project>/.autohand/skills/`
3. **Shared Agent Skills:** `~/.agents/skills/`
---
## Installation (standard Agent Skills)
Install with the shared Agent Skills installer:
```bash
npx skills add OthmanAdi/planning-with-files --skill planning-with-files -g
```
This installs into the shared Agent Skills convention that Autohand Code can scan.
---
## Installation (Autohand-native user scope)
Install just for your user account:
```bash
git clone https://github.com/OthmanAdi/planning-with-files.git /tmp/planning-with-files
mkdir -p ~/.autohand/skills
cp -r /tmp/planning-with-files/skills/planning-with-files ~/.autohand/skills/
rm -rf /tmp/planning-with-files
```
---
## Installation (Autohand-native project scope)
Commit the skill to a project so the whole team gets the same planning workflow:
```bash
git clone https://github.com/OthmanAdi/planning-with-files.git /tmp/planning-with-files
mkdir -p .autohand/skills
cp -r /tmp/planning-with-files/skills/planning-with-files .autohand/skills/
git add .autohand/skills/planning-with-files
git commit -m "Add planning-with-files skill for Autohand Code"
rm -rf /tmp/planning-with-files
```
---
## Autohand Catalog Skills
Autohand Code can browse its community catalog with:
```bash
autohand --skill-install
```
Project-scoped catalog installs use:
```bash
autohand --skill-install <skill-name> --project
```
For this repository, use `npx skills add` or the direct clone paths above unless the skill appears in the Autohand catalog.
---
## Usage
Start Autohand Code in your project. For complex tasks, the skill guides the agent to create and maintain:
- `task_plan.md` — phases, progress, and decisions
- `findings.md` — research and discoveries
- `progress.md` — session log and test results
The planning files live in your project root, not inside the skill directory.
---
## Notes
- This is standard Agent Skills support. Claude Code plugin commands and Claude-specific hooks are not installed by this path.
- The underlying planning files are tool-agnostic and work across Claude Code, Cursor, Codex, Autohand Code, and other agents.
- If you use both shared `~/.agents/skills/` and Autohand-native directories, avoid installing duplicate copies of the same skill.
+4 -4
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@@ -97,7 +97,7 @@ Once activated, the skill creates:
### Templates
The skill includes starter templates in `.codebuddy/skills/planning-with-files/references/`:
The skill includes starter templates in `.codebuddy/skills/planning-with-files/templates/`:
- `task_plan.md` — Phase tracking template
- `findings.md` — Research storage template
- `progress.md` — Session logging template
@@ -209,8 +209,8 @@ Check:
### Need Templates?
Templates are in:
- **Workspace:** `.codebuddy/skills/planning-with-files/references/`
- **Personal:** `~/.codebuddy/skills/planning-with-files/references/`
- **Workspace:** `.codebuddy/skills/planning-with-files/templates/`
- **Personal:** `~/.codebuddy/skills/planning-with-files/templates/`
Copy them to your project root and customize.
@@ -229,7 +229,7 @@ Edit `.codebuddy/skills/planning-with-files/SKILL.md` to customize:
Place custom templates in:
```
.codebuddy/skills/planning-with-files/references/
.codebuddy/skills/planning-with-files/templates/
```
CodeBuddy will reference them automatically.
+26 -1
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@@ -109,7 +109,7 @@ This integration includes the Codex lifecycle hooks used by the adapter:
| **PreToolUse** | Re-reads the first 30 lines of `task_plan.md` before Bash |
| **PostToolUse** | Reminds the agent to update `progress.md` after Bash activity |
| **PreCompact** | Reminds the agent to flush `progress.md` and `task_plan.md` before compaction |
| **Stop** | Blocks once when phases are incomplete, then falls back to a follow-up reminder |
| **Stop** | Emits an advisory progress-sync reminder when phases are incomplete (non-blocking since v3.1.0) |
### The Three Files
@@ -121,6 +121,31 @@ Once activated, the skill creates and maintains:
| `findings.md` | Research, discoveries | Your project root |
| `progress.md` | Session log, test results | Your project root |
### Opting out for one-shot runs (CI, `codex exec`)
A one-shot session that shares a working directory with an active plan gets the
plan context injected even though it never opted in: a CI review bot, a
read-only research agent, or a nested orchestrator can end up "reconciling the
plan" instead of doing its own job, and may mutate `task_plan.md` and
`progress.md` that belong to another session (issue #195).
Set `PLANNING_DISABLED=1` to disable all planning-with-files hooks for that
invocation only:
```bash
PLANNING_DISABLED=1 codex exec -o review.md '$code-review review this branch'
PLANNING_DISABLED=1 codex exec -C <repo> -s read-only '<research prompt>'
```
With the variable set, every hook (SessionStart, UserPromptSubmit, PreToolUse,
PostToolUse, PreCompact, Stop) exits before reading the plan: no context
injection, no follow-up messages, no plan-file writes. PreToolUse still emits
its `allow` decision so tool calls proceed normally. Interactive sessions in
the same directory are unaffected. The same variable is honored by the
canonical Claude Code dispatchers (`inject-plan.sh`, `gate-stop.sh`,
`check-complete.sh`/`.ps1`), so it works for CI automation on any platform
whose hooks route through those scripts.
---
## Team Workflow
+50 -3
View File
@@ -1,6 +1,6 @@
# Benchmark Results — planning-with-files v2.22.0
# Benchmark Results: planning-with-files
Formal evaluation of `planning-with-files` using Anthropic's [skill-creator](https://github.com/anthropics/skills/tree/main/skills/skill-creator) framework. This document records the full methodology, test cases, grading criteria, and results.
Formal evaluation of `planning-with-files` using Anthropic's [skill-creator](https://github.com/anthropics/skills/tree/main/skills/skill-creator) framework, plus later functional verification of v3-specific mechanisms. This document records the full methodology, test cases, grading criteria, and results. Tests 1 through 3 were run against v2.22.0 (2026-03-06); Test 4 was run against v3.2.0 (2026-07-03).
---
@@ -136,6 +136,52 @@ Requires `ANTHROPIC_API_KEY` in the eval environment. Per the project's eval sta
---
## Test 4: v3 Long-Running Session Functional Verification (2026-07-03)
Tests 1 through 3 measure whether the skill enforces the 3-file planning pattern. They predate v3.0.0 (2026-06-09) and say nothing about v3's own headline feature: surviving `/clear` and context compaction across a long-running session. This section covers that mechanism specifically, added after a repository health audit found it was silently broken on Windows.
### Method
Rather than reading the code and assuming it worked, each mechanism was run directly in a scratch directory on a real Windows machine (Git Bash and PowerShell, both), with real files and real tampering, checking actual command output against expectations.
### Scope
| Mechanism | Script | What it does |
|-----------|--------|---------------|
| Session init | `init-session.sh` / `.ps1` | Creates `task_plan.md`, `findings.md`, `progress.md` from templates |
| Phase status | `check-complete.sh` / `.ps1` | Counts phases, reports completion |
| Attestation | `attest-plan.sh` / `.ps1` | SHA-256 locks plan content, detects tampering |
| Plan injection | `inject-plan.sh` | Re-injects plan context into the model turn, enforces the attestation |
| Parallel plans | `resolve-plan-dir.sh` / `.ps1` | Resolves the active plan directory across concurrent sessions |
| Session recovery | `session-catchup.py` | Reconstructs unsynced context after `/clear`, the actual "long-running session" mechanism |
### Result: 2 of 6 mechanisms were broken on Windows, silently
**`session-catchup.py` did nothing on Windows.** Two independent bugs, either one alone sufficient to break it:
1. The path sanitizer only replaced forward slashes. A Windows path (`C:\Users\...` or Git Bash's `/c/Users/...`) never matched Claude's actual project-directory naming, so the function always returned before finding any sessions to scan.
2. Three file reads had no explicit encoding, so any session log containing non-ASCII text raised `UnicodeDecodeError` against Windows' default `cp1252` codec, an error the surrounding `except` clauses swallowed without a trace.
Neither failure printed anything. A user running this on Windows would see no catchup report and have no reason to suspect the mechanism was even running, let alone why it produced nothing. `tests/test_path_fix.py` contained a working reimplementation of the correct fix but never imported or exercised the actual shipped script, so the test suite reported green the entire time.
**`inject-plan.sh`'s containment guard silently dropped plan injection under aliased paths.** The guard canonicalizes the project root and the candidate plan directory separately, then checks that one is a prefix of the other. On a Windows account with an 8.3 short-name `TEMP` (this test machine's own account is one such case) or a path reached through the MSYS `/tmp` mount, the two canonicalization routes land on differently-spelled versions of the same directory, the prefix check fails, and the hook exits with zero output: no plan re-injection, no tamper warning, nothing. `resolve-plan-dir.sh` does not have this bug because it builds its candidates as absolute paths from the start; that asymmetry is what pointed at the fix.
### What worked correctly, unmodified
Session init, phase-status counting, attestation lock/show/clear, tamper detection logic itself (once the injection guard reaches it), and parallel-plan directory resolution (`$PLAN_ID` env var, `.active_plan` file, newest-mtime fallback) all produced correct output in both Git Bash and PowerShell, including the v3 autonomous-mode chain (nonce-framed delimiters, unattested-plan refusal, per-tool-call injection suppression).
One asymmetry noted but not a bug: `init-session.ps1` has no slug mode (it always writes to the project root), only `init-session.sh` creates `.planning/<slug>/` directories. And there is no `inject-plan.ps1`; the injection and tamper-enforcement hook body is sh-only, so a pure-PowerShell host without Git Bash gets no plan injection or tamper enforcement at all.
### Fixed in v3.2.0
Both `session-catchup.py` and `inject-plan.sh` were fixed (see CHANGELOG). Re-running the same sequence after the fix confirmed session-catchup now produces a correct catchup report from real session logs, and plan injection now reaches the tamper-check branch under the same aliased-path conditions that previously went silent. The PowerShell-only injection gap and the `init-session.ps1` slug-mode asymmetry are open follow-ups, not addressed in this cycle.
### A caveat on what session-catchup actually does, working or not
Even fixed, `session-catchup.py` replays conversation transcript from the previous session; it does not parse or reconstruct the on-disk phase state directly. Its own "RECOMMENDED" output tells the agent to go read `task_plan.md`, `progress.md`, and `findings.md` itself. It is a conversation catchup that points at the files, not a plan-state reconstruction, and its usefulness is bounded by how much relevant discussion happened after the last planning-file edit.
---
## Summary
| Test | Status | Result |
@@ -143,8 +189,9 @@ Requires `ANTHROPIC_API_KEY` in the eval environment. Per the project's eval sta
| Evals + Benchmark | ✅ Complete | 96.7% (with_skill) vs 6.7% (without_skill) |
| A/B Blind Comparison | ✅ Complete | 3/3 wins (100%) for with_skill |
| Description Optimizer | Pending | Scheduled for next eval cycle |
| v3 Long-Running Session Functional Verification | ✅ Complete (2026-07-03) | 2 of 6 mechanisms found broken on Windows and fixed in v3.2.0; see Test 4 |
The skill demonstrably enforces the 3-file planning pattern across diverse task types. Without the skill, agents default to ad-hoc file naming and skip the structured planning workflow entirely.
The skill demonstrably enforces the 3-file planning pattern across diverse task types. Without the skill, agents default to ad-hoc file naming and skip the structured planning workflow entirely. Separately, v3's session-recovery mechanism is now verified functional on Windows as of v3.2.0; it was not before, and nothing in the test suite would have caught that on its own.
---
+6 -6
View File
@@ -21,7 +21,7 @@ git clone https://github.com/OthmanAdi/planning-with-files.git
# Copy the skill to Kilo Code's skills directory
mkdir -p .kilocode/skills
cp -r planning-with-files/.kilocode/skills/planning-with-files .kilocode/skills/planning-with-files
cp -r planning-with-files/skills/planning-with-files .kilocode/skills/
```
**Windows (PowerShell):**
@@ -31,7 +31,7 @@ git clone https://github.com/OthmanAdi/planning-with-files.git
# Copy the skill to Kilo Code's skills directory
New-Item -ItemType Directory -Force -Path .kilocode\skills
Copy-Item -Recurse -Force planning-with-files\.kilocode\skills\planning-with-files .kilocode\skills\planning-with-files
Copy-Item -Recurse -Force planning-with-files\skills\planning-with-files .kilocode\skills\
```
### Manual Installation (Project-Level)
@@ -42,14 +42,14 @@ Copy the skill directory to your project:
```bash
# From the cloned repository
mkdir -p .kilocode/skills
cp -r planning-with-files/.kilocode/skills/planning-with-files .kilocode/skills/planning-with-files
cp -r planning-with-files/skills/planning-with-files .kilocode/skills/
```
**Windows (PowerShell):**
```powershell
# From the cloned repository
New-Item -ItemType Directory -Force -Path .kilocode\skills
Copy-Item -Recurse -Force planning-with-files\.kilocode\skills\planning-with-files .kilocode\skills\planning-with-files
Copy-Item -Recurse -Force planning-with-files\skills\planning-with-files .kilocode\skills\
```
### Global Installation (User-Level)
@@ -60,14 +60,14 @@ To make the skill available across all projects:
```bash
# Copy to global skills directory
mkdir -p ~/.kilocode/skills
cp -r planning-with-files/.kilocode/skills/planning-with-files ~/.kilocode/skills/planning-with-files
cp -r planning-with-files/skills/planning-with-files ~/.kilocode/skills/
```
**Windows (PowerShell):**
```powershell
# Copy to global skills directory (replace YourUsername with your actual username)
New-Item -ItemType Directory -Force -Path C:\Users\YourUsername\.kilocode\skills
Copy-Item -Recurse -Force planning-with-files\.kilocode\skills\planning-with-files C:\Users\YourUsername\.kilocode\skills\planning-with-files
Copy-Item -Recurse -Force planning-with-files\skills\planning-with-files C:\Users\YourUsername\.kilocode\skills\
```
### Verifying Installation
+2 -2
View File
@@ -39,7 +39,7 @@ git clone https://github.com/OthmanAdi/planning-with-files.git
# Copy the skill files to your workspace
mkdir -p skills/planning-with-files
cp -r planning-with-files/clawhub-upload/* skills/planning-with-files/
cp -r planning-with-files/skills/planning-with-files/* skills/planning-with-files/
# Clean up
rm -rf planning-with-files
@@ -57,7 +57,7 @@ git clone https://github.com/OthmanAdi/planning-with-files.git
# Copy to global OpenClaw skills
mkdir -p ~/.openclaw/skills/planning-with-files
cp -r planning-with-files/clawhub-upload/* ~/.openclaw/skills/planning-with-files/
cp -r planning-with-files/skills/planning-with-files/* ~/.openclaw/skills/planning-with-files/
# Clean up
rm -rf planning-with-files
+19 -5
View File
@@ -35,10 +35,11 @@ cp -r .pi/skills/planning-with-files/* ~/.pi/agent/skills/planning-with-files/
Pi integration provides Claude-style lifecycle behavior via extension events:
- Session catchup on `session_start`
- Plan context reminder/injection on `before_agent_start`
- Pre-tool plan recitation equivalent on `tool_call`
- Post-write reminders on `tool_result`
- Auto-continue guard on `agent_end` (limit: 3)
- Passive plan status before approval
- Plan context reminder/injection on `before_agent_start` after `/plan-execute`
- Pre-tool plan recitation equivalent on `tool_call` after `/plan-execute`
- Post-write reminders on `tool_result` after `/plan-execute`
- Auto-continue guard on `agent_end` after `/plan-execute` (limit: 3)
- Pre-compaction reminder on `session_before_compact`
- Plan attestation guard (`[PLAN TAMPERED — injection blocked]`)
@@ -84,6 +85,8 @@ After installation, these extension commands are available:
- `/plan-status` — show current plan counts and paths
- `/plan-attest [--show|--clear]` — manage plan SHA-256 attestation
- `/plan-execute` — approve the active plan and enable hook activation
- `/plan-execute reset` — return the active plan to passive review mode
- `/plan-goal <text|default|clear>` — set/clear continuation goal text
- `/plan-loop [10m] [prompt...]` — periodic planning tick; use `stop` to cancel
@@ -102,7 +105,18 @@ Then ask Pi to create/update:
- `findings.md`
- `progress.md`
For long tasks, keep `task_plan.md` as the source of truth and let hooks/extension events enforce the loop.
Review and edit the plan until it matches your intent. During this review
stage, the extension stays passive: it may show plan status, but it does not
inject plan context, recite the plan before tools, or auto-continue.
When you are ready to execute, run:
```text
/plan-execute
```
For long tasks, keep `task_plan.md` as the source of truth and let the activated
hooks/extension events enforce the loop.
---
+11
View File
@@ -20,6 +20,10 @@ param(
[switch]$Gate
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if ($PlanFile -ne "") {
$PlanDir = Split-Path -Parent $PlanFile
if ($PlanDir -eq "") { $PlanDir = "." }
@@ -73,6 +77,13 @@ $COMPLETE = [Math]::Max($completePrimary, $completeInline)
$IN_PROGRESS = [Math]::Max($inProgressPrimary, $inProgressInline)
$PENDING = [Math]::Max($pendingPrimary, $pendingInline)
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if ($TOTAL -eq 0) {
exit 0
}
# advisory_report: the v2.43 status echo.
function Write-AdvisoryReport {
if ($COMPLETE -eq $TOTAL -and $TOTAL -gt 0) {
+11
View File
@@ -30,6 +30,10 @@
# interactive terminal (TTY) is skipped entirely. No data on stdin is treated
# as stop_hook_active=false.
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
GATE=0
PLAN_FILE=""
for _arg in "$@"; do
@@ -97,6 +101,13 @@ if [ "$PENDING_INLINE" -gt "$PENDING_PRIMARY" ]; then PENDING="$PENDING_INLINE";
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
# advisory_report: the v2.43 status echo. Always exit 0 after calling.
advisory_report() {
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
+4
View File
@@ -12,6 +12,10 @@
set -u
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd 2>/dev/null)" || SCRIPT_DIR="."
TARGET="${SCRIPT_DIR}/check-complete.sh"
+11 -1
View File
@@ -21,6 +21,10 @@
set -u
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
CONTEXT="userprompt"
for arg in "$@"; do
case "$arg" in
@@ -69,7 +73,13 @@ canonicalize() {
# and python; the SLUG_RE check already blocks traversal in the slug name.
is_within_root() {
candidate="$1"
root_real="$(canonicalize "${PWD}")" || root_real=""
# Canonicalize the root via the relative token "." rather than the $PWD
# string. On some Windows/MSYS setups (8.3 short names, the /tmp mount
# alias) realpath("$PWD") and realpath(relative-candidate) resolve through
# different code paths and land on differently-spelled-but-equal targets,
# so the prefix match below fails and injection silently goes dark. "."
# resolves through the same physical-cwd path candidates already use.
root_real="$(canonicalize ".")" || root_real=""
cand_real="$(canonicalize "${candidate}")" || cand_real=""
if [ -z "${root_real}" ] || [ -z "${cand_real}" ]; then
return 0
+26 -7
View File
@@ -45,10 +45,29 @@ def detect_ide() -> str:
def get_project_dir_claude(project_path: str) -> Path:
"""Convert project path to Claude's storage path format."""
sanitized = project_path.replace('/', '-')
if not sanitized.startswith('-'):
sanitized = '-' + sanitized
"""Convert project path to Claude's storage path format.
Windows paths (C:\\Users\\... or Git Bash /c/Users/...) need the drive
colon and backslashes sanitized too, not just forward slashes, and
Claude's actual sanitized form has no leading dash for those (the drive
letter isn't a separator). Real Unix absolute paths keep their existing
leading-dash behavior unchanged (path is used as-is, matching Claude's
convention there).
"""
p = project_path
if len(p) >= 3 and p[0] == '/' and p[2] == '/' and p[1].isalpha():
# Git Bash / MSYS2: /c/Users/... -> C:/Users/...
p = p[1].upper() + ':' + p[2:]
if ':' in p or '\\' in p:
try:
p = str(Path(p).resolve())
except (OSError, ValueError):
pass
sanitized = p.replace('\\', '-').replace('/', '-').replace(':', '-')
else:
sanitized = p.replace('/', '-')
if not sanitized.startswith('-'):
sanitized = '-' + sanitized
sanitized = sanitized.replace('_', '-')
return Path.home() / '.claude' / 'projects' / sanitized
@@ -99,7 +118,7 @@ def get_sessions_sorted_opencode(storage_dir: Path) -> List[Path]:
def get_session_first_timestamp(session_file: Path) -> Optional[str]:
"""Get the timestamp of the first message in a session."""
try:
with open(session_file, 'r') as f:
with open(session_file, 'r', encoding='utf-8', errors='replace') as f:
for line in f:
try:
data = json.loads(line)
@@ -122,7 +141,7 @@ def scan_for_planning_update(session_file: Path) -> Tuple[int, Optional[str]]:
last_update_file = None
try:
with open(session_file, 'r') as f:
with open(session_file, 'r', encoding='utf-8', errors='replace') as f:
for line_num, line in enumerate(f):
if '"Write"' not in line and '"Edit"' not in line:
continue
@@ -166,7 +185,7 @@ def extract_messages_from_session(session_file: Path, after_line: int = -1) -> L
result = []
try:
with open(session_file, 'r') as f:
with open(session_file, 'r', encoding='utf-8', errors='replace') as f:
for line_num, line in enumerate(f):
if after_line >= 0 and line_num <= after_line:
continue
+2
View File
@@ -33,6 +33,8 @@ TEMPLATES = [
"templates/findings.md",
"templates/progress.md",
"templates/task_plan.md",
"templates/analytics_task_plan.md",
"templates/analytics_findings.md",
]
REFERENCES = [
+1 -1
View File
@@ -28,7 +28,7 @@ hooks:
- type: command
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
# نظام تخطيط الملفات
@@ -6,6 +6,10 @@ param(
[string]$PlanFile = "task_plan.md"
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if (-not (Test-Path $PlanFile)) {
Write-Host '[planning-with-files-ar] لم يتم العثور على task_plan.md — لا توجد جلسة تخطيط نشطة.'
exit 0
@@ -3,6 +3,10 @@
# ينهي دائمًا برمز خروج 0 — يستخدم stdout للإبلاغ عن الحالة
# يُستدعى بواسطة خطاف Stop للإبلاغ عن حالة اكتمال المهمة
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
PLAN_FILE="${1:-task_plan.md}"
if [ ! -f "$PLAN_FILE" ]; then
@@ -32,6 +36,11 @@ fi
: "${PENDING:=0}"
# الإبلاغ عن الحالة (ينهي دائمًا برمز خروج 0 — المهام غير المكتملة حالة طبيعية)
# issue #191: TOTAL=0 -> not phase-structured, stay silent
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
echo "[planning-with-files-ar] اكتملت جميع المراحل ($COMPLETE/$TOTAL). إذا كان لدى المستخدم عمل إضافي، أضف مراحل في task_plan.md قبل البدء."
else
+1 -1
View File
@@ -28,7 +28,7 @@ hooks:
- type: command
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
# Dateiplanungssystem
@@ -6,6 +6,10 @@ param(
[string]$PlanFile = "task_plan.md"
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if (-not (Test-Path $PlanFile)) {
Write-Host '[planning-with-files-de] task_plan.md nicht gefunden — keine aktive Planungssitzung.'
exit 0
@@ -3,6 +3,10 @@
# Immer mit Exit-Code 0 beenden — Status über stdout melden
# Wird vom Stop-Hook aufgerufen, um Aufgabenabschlussstatus zu melden
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
PLAN_FILE="${1:-task_plan.md}"
if [ ! -f "$PLAN_FILE" ]; then
@@ -32,6 +36,11 @@ fi
: "${PENDING:=0}"
# Status melden (immer mit Exit-Code 0 beenden — unvollständige Aufgaben sind normaler Zustand)
# issue #191: TOTAL=0 -> not phase-structured, stay silent
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
echo "[planning-with-files-de] Alle Phasen abgeschlossen ($COMPLETE/$TOTAL). Wenn der Benutzer zusätzliche Arbeit hat, neue Phasen in task_plan.md hinzufügen, bevor du beginnst."
else
+1 -1
View File
@@ -28,7 +28,7 @@ hooks:
- type: command
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
# Sistema de Planificación con Archivos
@@ -6,6 +6,10 @@ param(
[string]$PlanFile = "task_plan.md"
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if (-not (Test-Path $PlanFile)) {
Write-Host '[planning-with-files-es] No se encontró task_plan.md — no hay sesión de planificación activa.'
exit 0
@@ -3,6 +3,10 @@
# Siempre salir con código 0 — usar stdout para informar el estado
# Llamado por el hook Stop para informar el estado de finalización de la tarea
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
PLAN_FILE="${1:-task_plan.md}"
if [ ! -f "$PLAN_FILE" ]; then
@@ -32,6 +36,11 @@ fi
: "${PENDING:=0}"
# Informar estado (siempre salir con código 0 — tareas incompletas son estado normal)
# issue #191: TOTAL=0 -> not phase-structured, stay silent
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
echo "[planning-with-files-es] Todas las fases completadas ($COMPLETE/$TOTAL). Si el usuario tiene trabajo adicional, añadir fases en task_plan.md antes de comenzar."
else
+1 -1
View File
@@ -29,7 +29,7 @@ hooks:
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
@@ -6,6 +6,10 @@ param(
[string]$PlanFile = "task_plan.md"
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if (-not (Test-Path $PlanFile)) {
Write-Host '[planning-with-files] 未找到 task_plan.md — 没有进行中的规划会话。'
exit 0
@@ -3,6 +3,10 @@
# 始终以退出码 0 结束 — 使用标准输出报告状态
# 由 Stop 钩子调用以报告任务完成状态
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
PLAN_FILE="${1:-task_plan.md}"
if [ ! -f "$PLAN_FILE" ]; then
@@ -32,6 +36,11 @@ fi
: "${PENDING:=0}"
# 报告状态(始终以退出码 0 结束 — 未完成的任务是正常状态)
# issue #191: TOTAL=0 -> not phase-structured, stay silent
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
echo "[planning-with-files] 所有阶段已完成($COMPLETE/$TOTAL)。如果用户有额外工作,请在开始前于 task_plan.md 中新增阶段。"
else
+1 -1
View File
@@ -29,7 +29,7 @@ hooks:
command: "RESOLVED=\"\"; SCOPE=\"\"; SLUG_RE='^[A-Za-z0-9_][A-Za-z0-9._-]*$'; if [ -n \"${PLAN_ID:-}\" ] && printf \"%s\" \"$PLAN_ID\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${PLAN_ID}\" ]; then RESOLVED=\".planning/${PLAN_ID}\"; SCOPE=\"scoped\"; elif [ -f .planning/.active_plan ]; then AP=$(tr -d '\\r\\n[:space:]' < .planning/.active_plan 2>/dev/null); if [ -n \"$AP\" ] && printf \"%s\" \"$AP\" | grep -Eq \"$SLUG_RE\" && [ -d \".planning/${AP}\" ]; then RESOLVED=\".planning/${AP}\"; SCOPE=\"scoped\"; fi; fi; if [ -z \"$RESOLVED\" ] && [ -d .planning ]; then NEWEST=\"\"; NEWEST_MT=0; for d in .planning/*/; do d=\"${d%/}\"; n=$(basename \"$d\"); case \"$n\" in .*) continue;; esac; printf \"%s\" \"$n\" | grep -Eq \"$SLUG_RE\" || continue; [ -f \"$d/task_plan.md\" ] || continue; m=$(stat -c '%Y' \"$d\" 2>/dev/null || stat -f '%m' \"$d\" 2>/dev/null || date -r \"$d\" +%s 2>/dev/null || echo 0); if [ \"$m\" -gt \"$NEWEST_MT\" ] 2>/dev/null; then NEWEST_MT=\"$m\"; NEWEST=\"$d\"; fi; done; [ -n \"$NEWEST\" ] && { RESOLVED=\"$NEWEST\"; SCOPE=\"scoped\"; }; fi; if [ -z \"$RESOLVED\" ] && [ -f task_plan.md ]; then RESOLVED=\".\"; SCOPE=\"root\"; fi; [ -z \"$RESOLVED\" ] && exit 0; if [ \"$SCOPE\" = \"root\" ]; then PLAN_FILE=\"task_plan.md\"; PROGRESS_FILE=\"progress.md\"; ATTEST=\"\"; [ -f .plan-attestation ] && ATTEST=$(tr -d '\\r\\n[:space:]' < .plan-attestation 2>/dev/null); else PLAN_FILE=\"${RESOLVED}/task_plan.md\"; PROGRESS_FILE=\"${RESOLVED}/progress.md\"; ATTEST=\"\"; [ -f \"${RESOLVED}/.attestation\" ] && ATTEST=$(tr -d '\\r\\n[:space:]' < \"${RESOLVED}/.attestation\" 2>/dev/null); fi; [ -f \"$PLAN_FILE\" ] || exit 0; TAMPERED=0; ACTUAL=\"\"; if [ -n \"$ATTEST\" ]; then CD=\"${TMPDIR:-/tmp}/pwf-sha\"; mkdir -p \"$CD\" 2>/dev/null; KEY=$(printf \"%s\" \"$PLAN_FILE\" | { sha256sum 2>/dev/null || shasum -a 256 2>/dev/null; } | awk '{print $1}' | cut -c1-16); MT=$(stat -c '%Y' \"$PLAN_FILE\" 2>/dev/null || stat -f '%m' \"$PLAN_FILE\" 2>/dev/null || date -r \"$PLAN_FILE\" +%s 2>/dev/null || echo 0); CF=\"$CD/$KEY\"; CM=\"\"; CS=\"\"; if [ -f \"$CF\" ]; then CM=$(sed -n 1p \"$CF\" 2>/dev/null); CS=$(sed -n 2p \"$CF\" 2>/dev/null); fi; if [ -n \"$MT\" ] && [ \"$MT\" = \"$CM\" ] && [ -n \"$CS\" ]; then ACTUAL=\"$CS\"; else ACTUAL=$( (sha256sum \"$PLAN_FILE\" 2>/dev/null || shasum -a 256 \"$PLAN_FILE\" 2>/dev/null) | awk '{print $1}'); [ -n \"$ACTUAL\" ] && [ -n \"$MT\" ] && printf \"%s\\n%s\\n\" \"$MT\" \"$ACTUAL\" > \"$CF\" 2>/dev/null; fi; [ \"$ACTUAL\" != \"$ATTEST\" ] && TAMPERED=1; fi; echo '[planning-with-files] PreCompact: context compaction is about to occur.'; echo 'Before compaction completes: ensure progress.md captures recent actions and task_plan.md status reflects current phase.'; echo 'task_plan.md, findings.md, progress.md remain on disk and will be re-read after compaction.'; [ -n \"$ATTEST\" ] && echo \"Plan-SHA256 at compaction: $ATTEST\"; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
@@ -6,6 +6,10 @@ param(
[string]$PlanFile = "task_plan.md"
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if (-not (Test-Path $PlanFile)) {
Write-Host '[planning-with-files] 未找到 task_plan.md — 沒有進行中的規劃會話。'
exit 0
@@ -3,6 +3,10 @@
# 始終以退出碼 0 結束 — 使用標準輸出回報狀態
# 由 Stop 鉤子呼叫以回報任務完成狀態
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
PLAN_FILE="${1:-task_plan.md}"
if [ ! -f "$PLAN_FILE" ]; then
@@ -32,6 +36,11 @@ fi
: "${PENDING:=0}"
# 回報狀態(始終以退出碼 0 結束 — 未完成的任務是正常狀態)
# issue #191: TOTAL=0 -> not phase-structured, stay silent
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
echo "[planning-with-files] 所有階段已完成($COMPLETE/$TOTAL)。如果使用者有額外工作,請在開始前於 task_plan.md 中新增階段。"
else
+1 -1
View File
@@ -28,7 +28,7 @@ hooks:
- type: command
command: "SH=\"${CLAUDE_SKILL_DIR}/scripts/inject-plan.sh\"; [ -f \"$SH\" ] || SH=$(ls \"$HOME/.claude/skills/planning-with-files/scripts/inject-plan.sh\" \"$HOME/.claude/plugins/marketplaces/planning-with-files/scripts/inject-plan.sh\" 2>/dev/null | head -1); [ -n \"$SH\" ] && [ -f \"$SH\" ] && sh \"$SH\" --context=precompact; exit 0"
metadata:
version: "3.1.3"
version: "3.4.0"
---
# Planning with Files
@@ -20,6 +20,10 @@ param(
[switch]$Gate
)
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
if ($env:PLANNING_DISABLED -eq '1') { exit 0 }
if ($PlanFile -ne "") {
$PlanDir = Split-Path -Parent $PlanFile
if ($PlanDir -eq "") { $PlanDir = "." }
@@ -73,6 +77,13 @@ $COMPLETE = [Math]::Max($completePrimary, $completeInline)
$IN_PROGRESS = [Math]::Max($inProgressPrimary, $inProgressInline)
$PENDING = [Math]::Max($pendingPrimary, $pendingInline)
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if ($TOTAL -eq 0) {
exit 0
}
# advisory_report: the v2.43 status echo.
function Write-AdvisoryReport {
if ($COMPLETE -eq $TOTAL -and $TOTAL -gt 0) {
@@ -30,6 +30,10 @@
# interactive terminal (TTY) is skipped entirely. No data on stdin is treated
# as stop_hook_active=false.
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
GATE=0
PLAN_FILE=""
for _arg in "$@"; do
@@ -97,6 +101,13 @@ if [ "$PENDING_INLINE" -gt "$PENDING_PRIMARY" ]; then PENDING="$PENDING_INLINE";
: "${IN_PROGRESS:=0}"
: "${PENDING:=0}"
# issue #191: no "### Phase" headings -> not a phase-structured plan. Report
# nothing rather than a false "0/0 phases complete" status. With TOTAL=0 the
# gate can never legitimately block (IN_PROGRESS is also 0), so exit is safe.
if [ "$TOTAL" -eq 0 ]; then
exit 0
fi
# advisory_report: the v2.43 status echo. Always exit 0 after calling.
advisory_report() {
if [ "$COMPLETE" -eq "$TOTAL" ] && [ "$TOTAL" -gt 0 ]; then
@@ -12,6 +12,10 @@
set -u
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd 2>/dev/null)" || SCRIPT_DIR="."
TARGET="${SCRIPT_DIR}/check-complete.sh"
@@ -21,6 +21,10 @@
set -u
# issue #195: per-invocation opt-out (PLANNING_DISABLED=1) for one-shot/CI
# sessions that share a cwd with a plan but never opted into it.
[ "${PLANNING_DISABLED:-}" = "1" ] && exit 0
CONTEXT="userprompt"
for arg in "$@"; do
case "$arg" in
@@ -69,7 +73,13 @@ canonicalize() {
# and python; the SLUG_RE check already blocks traversal in the slug name.
is_within_root() {
candidate="$1"
root_real="$(canonicalize "${PWD}")" || root_real=""
# Canonicalize the root via the relative token "." rather than the $PWD
# string. On some Windows/MSYS setups (8.3 short names, the /tmp mount
# alias) realpath("$PWD") and realpath(relative-candidate) resolve through
# different code paths and land on differently-spelled-but-equal targets,
# so the prefix match below fails and injection silently goes dark. "."
# resolves through the same physical-cwd path candidates already use.
root_real="$(canonicalize ".")" || root_real=""
cand_real="$(canonicalize "${candidate}")" || cand_real=""
if [ -z "${root_real}" ] || [ -z "${cand_real}" ]; then
return 0
@@ -0,0 +1,85 @@
# Findings & Decisions
<!--
WHAT: Knowledge base for your analytics session. Stores data sources, hypotheses, and results.
WHY: Context windows are limited. This file is your "external memory" for analytical work.
WHEN: Update after ANY discovery, especially after running queries or viewing charts.
-->
## Data Sources
<!--
WHAT: Every data source you connected to, with schema details and quality notes.
WHY: Knowing where your data came from and its limitations is critical for reproducibility.
EXAMPLE:
| user_events | PostgreSQL prod replica | 2.3M rows | user_id, event_type, ts | 0.2% null user_id |
| revenue.csv | Finance team export | 45K rows | account_id, mrr, churn_date | Complete, no nulls |
-->
| Source | Location | Size | Key Fields | Quality Notes |
|--------|----------|------|------------|---------------|
| | | | | |
## Hypothesis Log
<!--
WHAT: Each hypothesis you tested, the method used, and the result.
WHY: Structured tracking prevents p-hacking and makes your reasoning auditable.
EXAMPLE:
| H1: Churn > 50% for low-activity users | Chi-squared test | Confirmed (p=0.003) | High |
| H2: Feature X correlates with retention | Pearson correlation | Rejected (r=0.08) | High |
-->
| Hypothesis | Test Method | Result | Confidence |
|------------|-------------|--------|------------|
| | | | |
## Query Results
<!--
WHAT: Key queries you ran and what they revealed.
WHY: Queries are ephemeral - if you don't write down the results, they're lost on context reset.
WHEN: After EVERY significant query. Don't wait.
EXAMPLE:
### Churn rate by activity segment
Query: SELECT activity_bucket, COUNT(*), AVG(churned) FROM user_segments GROUP BY 1
Result: Low activity: 62% churn, Medium: 28%, High: 8%
Interpretation: Strong inverse relationship between activity and churn
-->
<!-- Record query, result summary, and interpretation for each significant query -->
## Statistical Findings
<!--
WHAT: Formal statistical test results with all relevant metrics.
WHY: Recording p-values, effect sizes, and confidence intervals makes results reproducible.
EXAMPLE:
| Chi-squared (churn ~ activity) | p=0.003 | Cramer's V=0.31 | Reject null: activity segments differ significantly in churn |
| Pearson (feature_x ~ retention) | p=0.42 | r=0.08 | Fail to reject: no meaningful correlation |
-->
| Test | p-value | Effect Size | Conclusion |
|------|---------|-------------|------------|
| | | | |
## Technical Decisions
<!--
WHAT: Analytical method choices with reasoning.
EXAMPLE:
| Use log transform on revenue | Right-skewed distribution, normalizes for parametric tests |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Issues Encountered
| Issue | Resolution |
|-------|------------|
| | |
## Resources
<!-- URLs, file paths, documentation links -->
-
## Visual/Browser Findings
<!--
CRITICAL: Update after viewing charts, dashboards, or browser results.
Multimodal content doesn't persist in context - capture as text immediately.
-->
-
---
*Update this file after every 2 view/browser/search operations*
*This prevents visual information from being lost*
@@ -0,0 +1,106 @@
# Task Plan: [Analytics Project Description]
<!--
WHAT: Roadmap for a data analytics or exploration session.
WHY: Analytics workflows have different phases than software development — hypothesis testing,
data quality checks, and statistical validation don't map to a generic build cycle.
WHEN: Create this FIRST before starting any data exploration. Update after each phase.
-->
## Goal
<!--
WHAT: One clear sentence describing what you're trying to learn or produce.
EXAMPLE: "Determine which user segments have the highest churn risk using last 90 days of activity data."
-->
[One sentence describing the analytical objective]
## Current Phase
<!--
WHAT: Which phase you're currently working on (e.g., "Phase 1", "Phase 3").
WHY: Quick reference for where you are. Update this as you progress.
-->
Phase 1
## Phases
### Phase 1: Data Discovery
<!--
WHAT: Connect to data sources, understand schemas, assess data quality.
WHY: Bad data produces bad analysis. This phase prevents wasted effort on unreliable inputs.
-->
- [ ] Identify and connect to data sources
- [ ] Document schemas and field descriptions in findings.md
- [ ] Assess data quality (nulls, duplicates, outliers, date ranges)
- [ ] Estimate dataset size and query performance
- **Status:** in_progress
### Phase 2: Exploratory Analysis
<!--
WHAT: Distributions, correlations, outliers, initial patterns.
WHY: Understanding the shape of your data before testing hypotheses prevents false conclusions.
-->
- [ ] Compute summary statistics for key variables
- [ ] Visualize distributions and relationships
- [ ] Identify outliers and anomalies
- [ ] Document initial patterns in findings.md
- **Status:** pending
### Phase 3: Hypothesis Testing
<!--
WHAT: Formalize hypotheses, run statistical tests, validate findings.
WHY: Moving from "it looks like X" to "we can confidently say X" requires structured testing.
-->
- [ ] Formalize hypotheses from exploratory phase
- [ ] Select appropriate statistical tests
- [ ] Run tests and record results in findings.md
- [ ] Validate findings against holdout data or alternative methods
- **Status:** pending
### Phase 4: Synthesis & Reporting
<!--
WHAT: Summarize findings, create visualizations, document conclusions.
WHY: Analysis without clear communication is wasted work. This phase produces the deliverable.
-->
- [ ] Summarize key findings with supporting evidence
- [ ] Create final visualizations
- [ ] Document conclusions and recommendations
- [ ] Note limitations and areas for further investigation
- **Status:** pending
## Hypotheses
<!--
WHAT: Questions you're investigating, stated as testable hypotheses.
WHY: Explicit hypotheses prevent fishing expeditions and keep analysis focused.
EXAMPLE:
1. Users who logged in < 3 times in the last 30 days have > 50% churn rate (H1)
2. Feature X adoption correlates with retention (r > 0.3) (H2)
-->
1. [Hypothesis to test]
2. [Hypothesis to test]
## Decisions Made
<!--
WHAT: Analytical decisions with reasoning (e.g., choosing a test, filtering criteria).
EXAMPLE:
| Use median instead of mean | Revenue data is heavily right-skewed |
| Filter to last 90 days | Earlier data uses a different tracking schema |
-->
| Decision | Rationale |
|----------|-----------|
| | |
## Errors Encountered
<!--
WHAT: Every error you encounter, what attempt number it was, and how you resolved it.
EXAMPLE:
| Query timeout on raw table | 1 | Added date partition filter |
| Null join keys in user_events | 2 | Inner join instead of left join, documented data loss |
-->
| Error | Attempt | Resolution |
|-------|---------|------------|
| | 1 | |
## Notes
- Update phase status as you progress: pending -> in_progress -> complete
- Re-read this plan before major analytical decisions
- Log ALL errors - they help avoid repetition
- Write query results and visual findings to findings.md immediately
+1
View File
@@ -81,6 +81,7 @@ class CanonicalScriptSyncTests(unittest.TestCase):
[sys.executable, str(REPO_ROOT / "scripts" / "sync-ide-folders.py"), "--verify"],
cwd=str(REPO_ROOT),
text=True,
encoding="utf-8",
capture_output=True,
check=False,
)

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