diff --git a/config.yaml b/config.yaml
index fde32118..10213015 100644
--- a/config.yaml
+++ b/config.yaml
@@ -1,7 +1,7 @@
 model:
-  default: nvidia/nemotron-3-super-120b-a12b
-  api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
-  base_url: http://127.0.0.1:3000/v1
+  default: deepseek-v4-flash
+  api_key_env: DEEPSEEK_API_KEY
+  base_url: https://api.deepseek.com
 providers:
   newapi-local:
     api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
@@ -16,7 +16,7 @@ providers:
     rate_limit: 1000
     timeout: 30
   deepseek:
-    api_key: sk-b1212066094d4e319784f23d5b2c6bbd
+    key_env: DEEPSEEK_API_KEY
     base_url: https://api.deepseek.com
     cost_factor: 0.0
     default_model: deepseek-v4-flash
diff --git a/config.yaml.corrupt.20260801-013340.bak b/config.yaml.corrupt.20260801-013340.bak
new file mode 100644
index 00000000..3a9bf194
--- /dev/null
+++ b/config.yaml.corrupt.20260801-013340.bak
@@ -0,0 +1,612 @@
+model:
+  default: deepseek-v4-flash
+<<<<<<< HEAD
+  api_key: sk-b12...6bbd
+=======
+  api_key: sk-b1212066094d4e319784f23d5b2c6bbd
+>>>>>>> 6bbfdba (fix(model-health.py v3): 排名驱动自动替换 + 探针3次平均 + 修复致命缺陷)
+  base_url: https://api.deepseek.com
+providers:
+  newapi-local:
+    api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
+    base_url: http://127.0.0.1:3000/v1
+    cost_factor: 0.0
+    default_model: nvidia/nemotron-3-super-120b-a12b
+    models:
+      - nvidia/nemotron-3-super-120b-a12b
+      - openai/gpt-oss-120b
+      - mistralai/mistral-nemotron
+      - nvidia/nvidia-nemotron-nano-9b-v2
+      - nvidia/llama-3.3-nemotron-super-49b-v1.5
+    rate_limit: 1000
+    timeout: 30
+  deepseek:
+    api_key: sk-b1212066094d4e319784f23d5b2c6bbd
+    base_url: https://api.deepseek.com
+    cost_factor: 0.0
+    default_model: deepseek-v4-flash
+    models:
+      - deepseek-v4-flash
+      - deepseek-v4-pro
+    rate_limit: 1000
+    timeout: 30
+fallback_providers: '[]'
+toolsets:
+  - hermes-cli
+  - web
+agent:
+  max_turns: 90
+  gateway_timeout: 1800
+  restart_drain_timeout: 180
+  api_max_retries: 2
+  service_tier: ''
+  tool_use_enforcement: auto
+  task_completion_guidance: true
+  environment_probe: true
+  environment_hint: ''
+  gateway_timeout_warning: 900
+  clarify_timeout: 600
+  gateway_notify_interval: 180
+  gateway_auto_continue_freshness: 3600
+  image_input_mode: auto
+  disabled_toolsets: []
+terminal:
+  backend: local
+  modal_mode: auto
+  cwd: .
+  timeout: 180
+  env_passthrough: []
+  shell_init_files: []
+  auto_source_bashrc: true
+  docker_image: nikolaik/python-nodejs:python3.11-nodejs20
+  docker_forward_env: []
+  singularity_image: docker://nikolaik/python-nodejs:python3.11-nodejs20
+  modal_image: nikolaik/python-nodejs:python3.11-nodejs20
+  daytona_image: nikolaik/python-nodejs:python3.11-nodejs20
+  container_cpu: 1
+  container_memory: 5120
+  container_disk: 51200
+  container_persistent: true
+  docker_volumes: []
+  docker_mount_cwd_to_workspace: false
+  docker_extra_args: []
+  docker_run_as_host_user: false
+  persistent_shell: true
+  vercel_runtime: node24
+web:
+  backend: ''
+  search_backend: ''
+  extract_backend: ''
+browser:
+  inactivity_timeout: 120
+  command_timeout: 30
+  record_sessions: false
+  allow_private_urls: false
+  engine: auto
+  auto_local_for_private_urls: true
+  cdp_url: ''
+  dialog_policy: must_respond
+  dialog_timeout_s: 300
+  camofox:
+    managed_persistence: false
+    user_id: ''
+    session_key: ''
+    adopt_existing_tab: false
+    rewrite_loopback_urls: false
+    loopback_host_alias: host.docker.internal
+  cloud_provider: local
+  use_gateway: false
+checkpoints:
+  enabled: true
+  max_snapshots: 50
+  max_total_size_mb: 500
+  max_file_size_mb: 10
+  auto_prune: false
+  retention_days: 7
+  delete_orphans: true
+  min_interval_hours: 24
+file_read_max_chars: 100000
+tool_output:
+  max_bytes: 50000
+  max_lines: 2000
+  max_line_length: 2000
+tool_loop_guardrails:
+  warnings_enabled: true
+  hard_stop_enabled: false
+  warn_after:
+    exact_failure: 2
+    same_tool_failure: 3
+    idempotent_no_progress: 2
+  hard_stop_after:
+    exact_failure: 5
+    same_tool_failure: 8
+    idempotent_no_progress: 5
+compression:
+  enabled: true
+  threshold: 0.5
+  target_ratio: 0.2
+  protect_last_n: 20
+  hygiene_hard_message_limit: 400
+  protect_first_n: 3
+  abort_on_summary_failure: false
+kanban:
+  dispatch_in_gateway: true
+  dispatch_interval_seconds: 60
+  failure_limit: 2
+  worker_log_rotate_bytes: 2097152
+  worker_log_backup_count: 1
+  orchestrator_profile: ''
+  default_assignee: ''
+  auto_decompose: true
+  auto_decompose_per_tick: 3
+  dispatch_stale_timeout_seconds: 14400
+prompt_caching:
+  cache_ttl: 5m
+  long_lived_prefix: true
+  long_lived_ttl: 1h
+openrouter:
+  response_cache: true
+  response_cache_ttl: 300
+  min_coding_score: 0.65
+bedrock:
+  region: ''
+  discovery:
+    enabled: true
+    provider_filter: []
+    refresh_interval: 3600
+  guardrail:
+    guardrail_identifier: ''
+    guardrail_version: ''
+    stream_processing_mode: async
+    trace: disabled
+auxiliary:
+  vision:
+    provider: newapi-local
+    model: meta/llama-3.2-11b-vision-instruct
+    base_url: http://127.0.0.1:3000/v1
+    api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
+    timeout: 120
+    download_timeout: 30
+  web_extract:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 360
+  compression:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 120
+  skills_hub:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  approval:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  mcp:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  title_generation:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  triage_specifier:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 120
+  kanban_decomposer:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 180
+  profile_describer:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 60
+  curator:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 600
+  session_search:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+    extra_body: {}
+    max_concurrency: 3
+display:
+  compact: false
+  personality: kawaii
+  resume_display: full
+  resume_exchanges: 10
+  resume_max_user_chars: 300
+  resume_max_assistant_chars: 200
+  resume_max_assistant_lines: 3
+  resume_skip_tool_only: true
+  busy_input_mode: interrupt
+  tui_auto_resume_recent: false
+  bell_on_complete: false
+  show_reasoning: false
+  streaming: false
+  timestamps: false
+  final_response_markdown: strip
+  persistent_output: true
+  persistent_output_max_lines: 200
+  inline_diffs: true
+  file_mutation_verifier: true
+  show_cost: false
+  skin: default
+  language: en
+  tui_status_indicator: kaomoji
+  user_message_preview:
+    first_lines: 2
+    last_lines: 2
+  interim_assistant_messages: true
+  tool_progress_command: false
+  tool_preview_length: 0
+  ephemeral_system_ttl: 0
+  runtime_footer:
+    fields:
+      - model
+      - context_pct
+      - cwd
+  copy_shortcut: auto
+  tool_progress: all
+  tool_progress_style: accumulate
+dashboard:
+  theme: default
+  show_token_analytics: false
+  oauth:
+    client_id: ''
+    portal_url: ''
+  public_url: ''
+privacy:
+  redact_pii: false
+tts:
+  provider: edge
+  edge:
+    voice: zh-CN-XiaoxiaoNeural
+  elevenlabs:
+    voice_id: pNInz6obpgDQGcFmaJgB
+    model_id: eleven_multilingual_v2
+  openai:
+    model: gpt-4o-mini-tts
+    voice: alloy
+  xai:
+    voice_id: eve
+    language: en
+    sample_rate: 24000
+    bit_rate: 128000
+  mistral:
+    model: voxtral-mini-tts-2603
+    voice_id: c69964a6-ab8b-4f8a-9465-ec0925096ec8
+  neutts:
+    ref_audio: ''
+    ref_text: ''
+    model: neuphonic/neutts-air-q4-gguf
+    device: cpu
+  piper:
+    voice: en_US-lessac-medium
+  use_gateway: false
+stt:
+  enabled: true
+  provider: local
+  local:
+    model: base
+    language: ''
+  openai:
+    model: whisper-1
+  mistral:
+    model: voxtral-mini-latest
+voice:
+  record_key: ctrl+b
+  max_recording_seconds: 120
+  auto_tts: true
+  beep_enabled: true
+  silence_threshold: 200
+  silence_duration: 3.0
+human_delay:
+  mode: 'off'
+  min_ms: 800
+  max_ms: 2500
+context:
+  engine: compressor
+memory:
+  memory_enabled: true
+  user_profile_enabled: true
+  memory_char_limit: 2200
+  user_char_limit: 1375
+  provider: zhiyi
+delegation:
+  model: nvidia/nemotron-3-super-120b-a12b
+  provider: newapi-local
+  base_url: ''
+  api_key: ''
+  api_mode: ''
+  inherit_mcp_toolsets: true
+  max_iterations: 50
+  child_timeout_seconds: 600
+  reasoning_effort: ''
+  max_concurrent_children: 3
+  max_spawn_depth: 1
+  orchestrator_enabled: true
+  subagent_auto_approve: false
+prefill_messages_file: ''
+goals:
+  max_turns: 20
+moa:
+  default_preset: expert-panel
+  save_traces: false
+  presets:
+    expert-panel:
+      reference_models:
+        - provider: newapi-local
+          model: openai/gpt-oss-120b
+        - provider: newapi-local
+          model: nvidia/llama-3.3-nemotron-super-49b-v1
+        - provider: newapi-local
+          model: mistralai/mistral-large-3-675b-instruct-2512
+      aggregator:
+        provider: newapi-local
+        model: openai/gpt-oss-120b
+      fanout: user_turn
+      reference_max_tokens: 800
+      enabled: true
+skills:
+  external_dirs: []
+  template_vars: true
+  inline_shell: false
+  inline_shell_timeout: 10
+  guard_agent_created: false
+curator:
+  enabled: true
+  interval_hours: 168
+  min_idle_hours: 2
+  stale_after_days: 30
+  archive_after_days: 90
+  backup:
+    enabled: true
+    keep: 5
+timezone: ''
+slack:
+  require_mention: true
+  free_response_channels: ''
+  allowed_channels: ''
+discord:
+  require_mention: true
+  free_response_channels: ''
+  allowed_channels: ''
+  auto_thread: true
+  thread_require_mention: false
+  history_backfill: true
+  history_backfill_limit: 50
+  reactions: true
+  dm_role_auth_guild: ''
+  server_actions: ''
+  allow_any_attachment: false
+  max_attachment_bytes: 33554432
+telegram:
+  reactions: false
+  allowed_chats: ''
+mattermost:
+  require_mention: true
+  free_response_channels: ''
+  allowed_channels: ''
+matrix:
+  require_mention: true
+  free_response_rooms: ''
+  allowed_rooms: ''
+approvals:
+  mode: manual
+  timeout: 60
+  cron_mode: deny
+  mcp_reload_confirm: true
+  destructive_slash_confirm: false
+command_allowlist:
+  - pipe remote content to shell
+  - script execution via heredoc
+  - copy/move file into /etc/
+  - find -delete
+  - recursive delete
+  - hermes update (restarts gateway, kills running agents)
+  - shell command via -c/-lc flag
+  - force kill processes (killall -KILL)
+  - script execution via -e/-c flag
+  - overwrite system file via tee
+  - copy/move file into sensitive credential/SSH/shell-rc path
+  - kill hermes/gateway process (self-termination)
+  - delete in root path
+  - git force push short flag (rewrites remote history)
+  - sudo with combined-flag privilege escalation
+  - overwrite system file via redirection
+  - start gateway outside systemd (use 'systemctl --user restart hermes-gateway')
+  - disk copy
+  - overwrite system config
+  - overwrite project env/config via redirection
+  - kill process via pgrep expansion (self-termination)
+  - SQL TRUNCATE
+  - in-place edit of system config
+  - world/other-writable permissions
+  - stop/restart hermes gateway (kills running agents)
+  - sudo with privilege flag (stdin/askpass/shell/list)
+  - copy/move file into system config path
+  - force kill processes
+  - git force push (rewrites remote history)
+  - stop/restart system service
+  - in-place edit of Hermes config/env
+hooks_auto_accept: false
+security:
+  allow_private_urls: false
+  redact_secrets: true
+  tirith_enabled: true
+  tirith_path: tirith
+  tirith_timeout: 5
+  tirith_fail_open: true
+  website_blocklist:
+    enabled: false
+    domains: []
+    shared_files: []
+  acked_advisories: []
+  allow_lazy_installs: true
+cron:
+  provider: auto
+  wrap_response: true
+  gateway_required: true
+  default_deliver: origin,feishu:oc_81f6df701c872a1122f32080e366543f
+code_execution:
+  mode: project
+tools:
+  tool_search:
+    enabled: auto
+    threshold_pct: 10
+    search_default_limit: 5
+    max_search_limit: 20
+logging:
+  level: INFO
+  max_size_mb: 5
+  backup_count: 3
+  memory_monitor:
+    enabled: true
+    interval_seconds: 300
+model_catalog:
+  enabled: true
+  url: https://hermes-agent.nousresearch.com/docs/api/model-catalog.json
+  ttl_hours: 24
+network:
+  force_ipv4: false
+gateway:
+  strict: false
+  media_delivery_allow_dirs: []
+  trust_recent_files: true
+  trust_recent_files_seconds: 600
+  multiplex_profiles: false
+sessions:
+  auto_prune: false
+  retention_days: 90
+  vacuum_after_prune: true
+  min_interval_hours: 24
+  write_json_snapshots: false
+onboarding:
+  seen:
+    busy_input_prompt: true
+    openclaw_residue_cleanup: true
+    tool_progress_prompt: true
+updates:
+  pre_update_backup: false
+  backup_keep: 5
+lsp:
+  enabled: true
+  wait_mode: document
+  wait_timeout: 5.0
+  install_strategy: auto
+x_search:
+  model: grok-4.20-reasoning
+  timeout_seconds: 180
+  retries: 2
+secrets:
+  bitwarden:
+    enabled: false
+    access_token_env: BWS_ACCESS_TOKEN
+    project_id: ''
+    cache_ttl_seconds: 300
+    override_existing: true
+    auto_install: true
+    server_url: ''
+paste_collapse_threshold: 5
+paste_collapse_threshold_fallback: 5
+paste_collapse_char_threshold: 2000
+_config_version: 24
+mcp_servers:
+  codegraph:
+    args:
+      - serve
+      - --mcp
+    command: codegraph
+    connect_timeout: 60
+    enabled: true
+    timeout: 120
+  github:
+    args:
+      - -y
+      - '@modelcontextprotocol/server-github'
+    command: npx
+    enabled: true
+    env:
+      GITHUB_PERSONAL_ACCESS_TOKEN: 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
+    timeout: 60
+  openclaw:
+    command: openclaw
+    args:
+      - mcp
+      - serve
+    connect_timeout: 60
+    timeout: 300
+  codebase-memory-mcp:
+    command: /home/muc/.local/bin/codebase-memory-mcp
+    enabled: true
+platform_toolsets:
+  cli:
+    - browser
+    - clarify
+    - code_execution
+    - computer_use
+    - cronjob
+    - delegation
+    - file
+    - image_gen
+    - mcp-codegraph
+    - memory
+    - messaging
+    - session_search
+    - skills
+    - terminal
+    - todo
+    - tts
+    - vision
+    - web
+platforms:
+  webhook:
+    enabled: true
+    extra:
+      host: 0.0.0.0
+      port: 8644
+  feishu:
+    enabled: true
+    app_id: cli_a95d7ff06b789bb4
+    app_secret: Gm7eo0aD9Luka8mHxApRufYIDwmpGsGf
+plugins:
+  disabled: []
+  enabled:
+    - agentic-sms-gateway
+    - cronalytics
+    - rtk-rewrite
+weixin:
+  enabled: true
+  extra:
+    dm_policy: open
+    group_policy: open
+session_reset: {}
+known_plugin_toolsets:
+  cli:
+    - spotify
diff --git a/config.yaml.corrupt.20260801-013513.bak b/config.yaml.corrupt.20260801-013513.bak
new file mode 100644
index 00000000..5980e45b
--- /dev/null
+++ b/config.yaml.corrupt.20260801-013513.bak
@@ -0,0 +1,620 @@
+model:
+<<<<<<< HEAD
+  default: nvidia/nemotron-3-super-120b-a12b
+  api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
+  base_url: http://127.0.0.1:3000/v1
+=======
+  default: deepseek/deepseek-v4-flash
+  api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
+  base_url: https://api.deepseek.com/v1
+>>>>>>> 9d4d969 (auto-snapshot 2026-07-31 03:00:25)
+providers:
+  newapi-local:
+    api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
+    base_url: http://127.0.0.1:3000/v1
+    cost_factor: 0.0
+    default_model: nvidia/nemotron-3-super-120b-a12b
+    models:
+      - nvidia/nemotron-3-super-120b-a12b
+      - openai/gpt-oss-120b
+<<<<<<< HEAD
+      - mistralai/mistral-nemotron
+=======
+      - nvidia/nvidia-nemotron-nano-9b-v2
+>>>>>>> 9d4d969 (auto-snapshot 2026-07-31 03:00:25)
+      - nvidia/llama-3.3-nemotron-super-49b-v1.5
+    rate_limit: 1000
+    timeout: 30
+  deepseek:
+    api_key: sk-b1212066094d4e319784f23d5b2c6bbd
+    base_url: https://api.deepseek.com
+    cost_factor: 0.0
+    default_model: deepseek-v4-flash
+    models:
+      - deepseek-v4-flash
+      - deepseek-v4-pro
+    rate_limit: 1000
+    timeout: 30
+fallback_providers: '[]'
+toolsets:
+  - hermes-cli
+  - web
+agent:
+  max_turns: 90
+  gateway_timeout: 1800
+  restart_drain_timeout: 180
+  api_max_retries: 2
+  service_tier: ''
+  tool_use_enforcement: auto
+  task_completion_guidance: true
+  environment_probe: true
+  environment_hint: ''
+  gateway_timeout_warning: 900
+  clarify_timeout: 600
+  gateway_notify_interval: 180
+  gateway_auto_continue_freshness: 3600
+  image_input_mode: auto
+  disabled_toolsets: []
+terminal:
+  backend: local
+  modal_mode: auto
+  cwd: .
+  timeout: 180
+  env_passthrough: []
+  shell_init_files: []
+  auto_source_bashrc: true
+  docker_image: nikolaik/python-nodejs:python3.11-nodejs20
+  docker_forward_env: []
+  singularity_image: docker://nikolaik/python-nodejs:python3.11-nodejs20
+  modal_image: nikolaik/python-nodejs:python3.11-nodejs20
+  daytona_image: nikolaik/python-nodejs:python3.11-nodejs20
+  container_cpu: 1
+  container_memory: 5120
+  container_disk: 51200
+  container_persistent: true
+  docker_volumes: []
+  docker_mount_cwd_to_workspace: false
+  docker_extra_args: []
+  docker_run_as_host_user: false
+  persistent_shell: true
+  vercel_runtime: node24
+web:
+  backend: ''
+  search_backend: ''
+  extract_backend: ''
+browser:
+  inactivity_timeout: 120
+  command_timeout: 30
+  record_sessions: false
+  allow_private_urls: false
+  engine: auto
+  auto_local_for_private_urls: true
+  cdp_url: ''
+  dialog_policy: must_respond
+  dialog_timeout_s: 300
+  camofox:
+    managed_persistence: false
+    user_id: ''
+    session_key: ''
+    adopt_existing_tab: false
+    rewrite_loopback_urls: false
+    loopback_host_alias: host.docker.internal
+  cloud_provider: local
+  use_gateway: false
+checkpoints:
+  enabled: true
+  max_snapshots: 50
+  max_total_size_mb: 500
+  max_file_size_mb: 10
+  auto_prune: false
+  retention_days: 7
+  delete_orphans: true
+  min_interval_hours: 24
+file_read_max_chars: 100000
+tool_output:
+  max_bytes: 50000
+  max_lines: 2000
+  max_line_length: 2000
+tool_loop_guardrails:
+  warnings_enabled: true
+  hard_stop_enabled: false
+  warn_after:
+    exact_failure: 2
+    same_tool_failure: 3
+    idempotent_no_progress: 2
+  hard_stop_after:
+    exact_failure: 5
+    same_tool_failure: 8
+    idempotent_no_progress: 5
+compression:
+  enabled: true
+  threshold: 0.5
+  target_ratio: 0.2
+  protect_last_n: 20
+  hygiene_hard_message_limit: 400
+  protect_first_n: 3
+  abort_on_summary_failure: false
+kanban:
+  dispatch_in_gateway: true
+  dispatch_interval_seconds: 60
+  failure_limit: 2
+  worker_log_rotate_bytes: 2097152
+  worker_log_backup_count: 1
+  orchestrator_profile: ''
+  default_assignee: ''
+  auto_decompose: true
+  auto_decompose_per_tick: 3
+  dispatch_stale_timeout_seconds: 14400
+prompt_caching:
+  cache_ttl: 5m
+  long_lived_prefix: true
+  long_lived_ttl: 1h
+openrouter:
+  response_cache: true
+  response_cache_ttl: 300
+  min_coding_score: 0.65
+bedrock:
+  region: ''
+  discovery:
+    enabled: true
+    provider_filter: []
+    refresh_interval: 3600
+  guardrail:
+    guardrail_identifier: ''
+    guardrail_version: ''
+    stream_processing_mode: async
+    trace: disabled
+auxiliary:
+  vision:
+    provider: newapi-local
+    model: meta/llama-3.2-11b-vision-instruct
+    base_url: http://127.0.0.1:3000/v1
+    api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
+    timeout: 120
+    download_timeout: 30
+  web_extract:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 360
+  compression:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 120
+  skills_hub:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  approval:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  mcp:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  title_generation:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  triage_specifier:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 120
+  kanban_decomposer:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 180
+  profile_describer:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 60
+  curator:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 600
+  session_search:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+    extra_body: {}
+    max_concurrency: 3
+display:
+  compact: false
+  personality: kawaii
+  resume_display: full
+  resume_exchanges: 10
+  resume_max_user_chars: 300
+  resume_max_assistant_chars: 200
+  resume_max_assistant_lines: 3
+  resume_skip_tool_only: true
+  busy_input_mode: interrupt
+  tui_auto_resume_recent: false
+  bell_on_complete: false
+  show_reasoning: false
+  streaming: false
+  timestamps: false
+  final_response_markdown: strip
+  persistent_output: true
+  persistent_output_max_lines: 200
+  inline_diffs: true
+  file_mutation_verifier: true
+  show_cost: false
+  skin: default
+  language: en
+  tui_status_indicator: kaomoji
+  user_message_preview:
+    first_lines: 2
+    last_lines: 2
+  interim_assistant_messages: true
+  tool_progress_command: false
+  tool_preview_length: 0
+  ephemeral_system_ttl: 0
+  runtime_footer:
+    fields:
+      - model
+      - context_pct
+      - cwd
+  copy_shortcut: auto
+  tool_progress: all
+  tool_progress_style: accumulate
+dashboard:
+  theme: default
+  show_token_analytics: false
+  oauth:
+    client_id: ''
+    portal_url: ''
+  public_url: ''
+privacy:
+  redact_pii: false
+tts:
+  provider: edge
+  edge:
+    voice: zh-CN-XiaoxiaoNeural
+  elevenlabs:
+    voice_id: pNInz6obpgDQGcFmaJgB
+    model_id: eleven_multilingual_v2
+  openai:
+    model: gpt-4o-mini-tts
+    voice: alloy
+  xai:
+    voice_id: eve
+    language: en
+    sample_rate: 24000
+    bit_rate: 128000
+  mistral:
+    model: voxtral-mini-tts-2603
+    voice_id: c69964a6-ab8b-4f8a-9465-ec0925096ec8
+  neutts:
+    ref_audio: ''
+    ref_text: ''
+    model: neuphonic/neutts-air-q4-gguf
+    device: cpu
+  piper:
+    voice: en_US-lessac-medium
+  use_gateway: false
+stt:
+  enabled: true
+  provider: local
+  local:
+    model: base
+    language: ''
+  openai:
+    model: whisper-1
+  mistral:
+    model: voxtral-mini-latest
+voice:
+  record_key: ctrl+b
+  max_recording_seconds: 120
+  auto_tts: true
+  beep_enabled: true
+  silence_threshold: 200
+  silence_duration: 3.0
+human_delay:
+  mode: 'off'
+  min_ms: 800
+  max_ms: 2500
+context:
+  engine: compressor
+memory:
+  memory_enabled: true
+  user_profile_enabled: true
+  memory_char_limit: 2200
+  user_char_limit: 1375
+  provider: zhiyi
+delegation:
+  model: nvidia/nemotron-3-super-120b-a12b
+  provider: newapi-local
+  base_url: ''
+  api_key: ''
+  api_mode: ''
+  inherit_mcp_toolsets: true
+  max_iterations: 50
+  child_timeout_seconds: 600
+  reasoning_effort: ''
+  max_concurrent_children: 3
+  max_spawn_depth: 1
+  orchestrator_enabled: true
+  subagent_auto_approve: false
+prefill_messages_file: ''
+goals:
+  max_turns: 20
+moa:
+  default_preset: expert-panel
+  save_traces: false
+  presets:
+    expert-panel:
+      reference_models:
+        - provider: newapi-local
+          model: openai/gpt-oss-120b
+        - provider: newapi-local
+          model: nvidia/llama-3.3-nemotron-super-49b-v1
+        - provider: newapi-local
+          model: mistralai/mistral-large-3-675b-instruct-2512
+      aggregator:
+        provider: newapi-local
+        model: openai/gpt-oss-120b
+      fanout: user_turn
+      reference_max_tokens: 800
+      enabled: true
+skills:
+  external_dirs: []
+  template_vars: true
+  inline_shell: false
+  inline_shell_timeout: 10
+  guard_agent_created: false
+curator:
+  enabled: true
+  interval_hours: 168
+  min_idle_hours: 2
+  stale_after_days: 30
+  archive_after_days: 90
+  backup:
+    enabled: true
+    keep: 5
+timezone: ''
+slack:
+  require_mention: true
+  free_response_channels: ''
+  allowed_channels: ''
+discord:
+  require_mention: true
+  free_response_channels: ''
+  allowed_channels: ''
+  auto_thread: true
+  thread_require_mention: false
+  history_backfill: true
+  history_backfill_limit: 50
+  reactions: true
+  dm_role_auth_guild: ''
+  server_actions: ''
+  allow_any_attachment: false
+  max_attachment_bytes: 33554432
+telegram:
+  reactions: false
+  allowed_chats: ''
+mattermost:
+  require_mention: true
+  free_response_channels: ''
+  allowed_channels: ''
+matrix:
+  require_mention: true
+  free_response_rooms: ''
+  allowed_rooms: ''
+approvals:
+  mode: manual
+  timeout: 60
+  cron_mode: deny
+  mcp_reload_confirm: true
+  destructive_slash_confirm: false
+command_allowlist:
+  - pipe remote content to shell
+  - script execution via heredoc
+  - copy/move file into /etc/
+  - find -delete
+  - recursive delete
+  - hermes update (restarts gateway, kills running agents)
+  - shell command via -c/-lc flag
+  - force kill processes (killall -KILL)
+  - script execution via -e/-c flag
+  - overwrite system file via tee
+<<<<<<< HEAD
+=======
+  - copy/move file into sensitive credential/SSH/shell-rc path
+>>>>>>> 9d4d969 (auto-snapshot 2026-07-31 03:00:25)
+  - kill hermes/gateway process (self-termination)
+  - delete in root path
+  - git force push short flag (rewrites remote history)
+  - sudo with combined-flag privilege escalation
+  - overwrite system file via redirection
+  - start gateway outside systemd (use 'systemctl --user restart hermes-gateway')
+  - disk copy
+  - overwrite system config
+  - overwrite project env/config via redirection
+  - kill process via pgrep expansion (self-termination)
+  - SQL TRUNCATE
+  - in-place edit of system config
+  - world/other-writable permissions
+  - stop/restart hermes gateway (kills running agents)
+  - sudo with privilege flag (stdin/askpass/shell/list)
+  - copy/move file into system config path
+  - force kill processes
+  - git force push (rewrites remote history)
+  - stop/restart system service
+  - in-place edit of Hermes config/env
+hooks_auto_accept: false
+security:
+  allow_private_urls: false
+  redact_secrets: true
+  tirith_enabled: true
+  tirith_path: tirith
+  tirith_timeout: 5
+  tirith_fail_open: true
+  website_blocklist:
+    enabled: false
+    domains: []
+    shared_files: []
+  acked_advisories: []
+  allow_lazy_installs: true
+cron:
+  provider: auto
+  wrap_response: true
+  gateway_required: true
+  default_deliver: origin,feishu:oc_81f6df701c872a1122f32080e366543f
+code_execution:
+  mode: project
+tools:
+  tool_search:
+    enabled: auto
+    threshold_pct: 10
+    search_default_limit: 5
+    max_search_limit: 20
+logging:
+  level: INFO
+  max_size_mb: 5
+  backup_count: 3
+  memory_monitor:
+    enabled: true
+    interval_seconds: 300
+model_catalog:
+  enabled: true
+  url: https://hermes-agent.nousresearch.com/docs/api/model-catalog.json
+  ttl_hours: 24
+network:
+  force_ipv4: false
+gateway:
+  strict: false
+  media_delivery_allow_dirs: []
+  trust_recent_files: true
+  trust_recent_files_seconds: 600
+  multiplex_profiles: false
+sessions:
+  auto_prune: false
+  retention_days: 90
+  vacuum_after_prune: true
+  min_interval_hours: 24
+  write_json_snapshots: false
+onboarding:
+  seen:
+    busy_input_prompt: true
+    openclaw_residue_cleanup: true
+    tool_progress_prompt: true
+updates:
+  pre_update_backup: false
+  backup_keep: 5
+lsp:
+  enabled: true
+  wait_mode: document
+  wait_timeout: 5.0
+  install_strategy: auto
+x_search:
+  model: grok-4.20-reasoning
+  timeout_seconds: 180
+  retries: 2
+secrets:
+  bitwarden:
+    enabled: false
+    access_token_env: BWS_ACCESS_TOKEN
+    project_id: ''
+    cache_ttl_seconds: 300
+    override_existing: true
+    auto_install: true
+    server_url: ''
+paste_collapse_threshold: 5
+paste_collapse_threshold_fallback: 5
+paste_collapse_char_threshold: 2000
+_config_version: 24
+mcp_servers:
+  codegraph:
+    args:
+      - serve
+      - --mcp
+    command: codegraph
+    connect_timeout: 60
+    enabled: true
+    timeout: 120
+  github:
+    args:
+      - -y
+      - '@modelcontextprotocol/server-github'
+    command: npx
+    enabled: true
+    env:
+      GITHUB_PERSONAL_ACCESS_TOKEN: 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
+    timeout: 60
+  openclaw:
+    command: openclaw
+    args:
+      - mcp
+      - serve
+    connect_timeout: 60
+    timeout: 300
+  codebase-memory-mcp:
+    command: /home/muc/.local/bin/codebase-memory-mcp
+    enabled: true
+platform_toolsets:
+  cli:
+    - browser
+    - clarify
+    - code_execution
+    - computer_use
+    - cronjob
+    - delegation
+    - file
+    - image_gen
+    - mcp-codegraph
+    - memory
+    - messaging
+    - session_search
+    - skills
+    - terminal
+    - todo
+    - tts
+    - vision
+    - web
+platforms:
+  webhook:
+    enabled: true
+    extra:
+      host: 0.0.0.0
+      port: 8644
+  feishu:
+    enabled: true
+    app_id: cli_a95d7ff06b789bb4
+    app_secret: Gm7eo0aD9Luka8mHxApRufYIDwmpGsGf
+plugins:
+  disabled: []
+  enabled:
+    - agentic-sms-gateway
+    - cronalytics
+    - rtk-rewrite
+weixin:
+  enabled: true
+  extra:
+    dm_policy: open
+    group_policy: open
+session_reset: {}
+known_plugin_toolsets:
+  cli:
+    - spotify
diff --git a/config.yaml.corrupt.20260801-013515.bak b/config.yaml.corrupt.20260801-013515.bak
new file mode 100644
index 00000000..5a319150
--- /dev/null
+++ b/config.yaml.corrupt.20260801-013515.bak
@@ -0,0 +1,612 @@
+model:
+<<<<<<< HEAD
+  default: nvidia/nemotron-3-super-120b-a12b
+  api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
+  base_url: http://127.0.0.1:3000/v1
+=======
+  default: deepseek-v4-flash
+  api_key: sk-b1212066094d4e319784f23d5b2c6bbd
+  base_url: https://api.deepseek.com
+>>>>>>> 6bbfdba (fix(model-health.py v3): 排名驱动自动替换 + 探针3次平均 + 修复致命缺陷)
+providers:
+  newapi-local:
+    api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
+    base_url: http://127.0.0.1:3000/v1
+    cost_factor: 0.0
+    default_model: nvidia/nemotron-3-super-120b-a12b
+    models:
+      - nvidia/nemotron-3-super-120b-a12b
+      - openai/gpt-oss-120b
+      - mistralai/mistral-nemotron
+      - nvidia/llama-3.3-nemotron-super-49b-v1.5
+    rate_limit: 1000
+    timeout: 30
+  deepseek:
+    api_key: sk-b1212066094d4e319784f23d5b2c6bbd
+    base_url: https://api.deepseek.com
+    cost_factor: 0.0
+    default_model: deepseek-v4-flash
+    models:
+      - deepseek-v4-flash
+      - deepseek-v4-pro
+    rate_limit: 1000
+    timeout: 30
+fallback_providers: '["deepseek"]'
+toolsets:
+  - hermes-cli
+  - web
+agent:
+  max_turns: 90
+  gateway_timeout: 1800
+  restart_drain_timeout: 180
+  api_max_retries: 2
+  service_tier: ''
+  tool_use_enforcement: auto
+  task_completion_guidance: true
+  environment_probe: true
+  environment_hint: ''
+  gateway_timeout_warning: 900
+  clarify_timeout: 600
+  gateway_notify_interval: 180
+  gateway_auto_continue_freshness: 3600
+  image_input_mode: auto
+  disabled_toolsets: []
+terminal:
+  backend: local
+  modal_mode: auto
+  cwd: .
+  timeout: 180
+  env_passthrough: []
+  shell_init_files: []
+  auto_source_bashrc: true
+  docker_image: nikolaik/python-nodejs:python3.11-nodejs20
+  docker_forward_env: []
+  singularity_image: docker://nikolaik/python-nodejs:python3.11-nodejs20
+  modal_image: nikolaik/python-nodejs:python3.11-nodejs20
+  daytona_image: nikolaik/python-nodejs:python3.11-nodejs20
+  container_cpu: 1
+  container_memory: 5120
+  container_disk: 51200
+  container_persistent: true
+  docker_volumes: []
+  docker_mount_cwd_to_workspace: false
+  docker_extra_args: []
+  docker_run_as_host_user: false
+  persistent_shell: true
+  vercel_runtime: node24
+web:
+  backend: ''
+  search_backend: ''
+  extract_backend: ''
+browser:
+  inactivity_timeout: 120
+  command_timeout: 30
+  record_sessions: false
+  allow_private_urls: false
+  engine: auto
+  auto_local_for_private_urls: true
+  cdp_url: ''
+  dialog_policy: must_respond
+  dialog_timeout_s: 300
+  camofox:
+    managed_persistence: false
+    user_id: ''
+    session_key: ''
+    adopt_existing_tab: false
+    rewrite_loopback_urls: false
+    loopback_host_alias: host.docker.internal
+  cloud_provider: local
+  use_gateway: false
+checkpoints:
+  enabled: true
+  max_snapshots: 50
+  max_total_size_mb: 500
+  max_file_size_mb: 10
+  auto_prune: false
+  retention_days: 7
+  delete_orphans: true
+  min_interval_hours: 24
+file_read_max_chars: 100000
+tool_output:
+  max_bytes: 50000
+  max_lines: 2000
+  max_line_length: 2000
+tool_loop_guardrails:
+  warnings_enabled: true
+  hard_stop_enabled: false
+  warn_after:
+    exact_failure: 2
+    same_tool_failure: 3
+    idempotent_no_progress: 2
+  hard_stop_after:
+    exact_failure: 5
+    same_tool_failure: 8
+    idempotent_no_progress: 5
+compression:
+  enabled: true
+  threshold: 0.5
+  target_ratio: 0.2
+  protect_last_n: 20
+  hygiene_hard_message_limit: 400
+  protect_first_n: 3
+  abort_on_summary_failure: false
+kanban:
+  dispatch_in_gateway: true
+  dispatch_interval_seconds: 60
+  failure_limit: 2
+  worker_log_rotate_bytes: 2097152
+  worker_log_backup_count: 1
+  orchestrator_profile: ''
+  default_assignee: ''
+  auto_decompose: true
+  auto_decompose_per_tick: 3
+  dispatch_stale_timeout_seconds: 14400
+prompt_caching:
+  cache_ttl: 5m
+  long_lived_prefix: true
+  long_lived_ttl: 1h
+openrouter:
+  response_cache: true
+  response_cache_ttl: 300
+  min_coding_score: 0.65
+bedrock:
+  region: ''
+  discovery:
+    enabled: true
+    provider_filter: []
+    refresh_interval: 3600
+  guardrail:
+    guardrail_identifier: ''
+    guardrail_version: ''
+    stream_processing_mode: async
+    trace: disabled
+auxiliary:
+  vision:
+    provider: newapi-local
+    model: meta/llama-3.2-11b-vision-instruct
+    base_url: http://127.0.0.1:3000/v1
+    api_key: 0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP
+    timeout: 120
+    download_timeout: 30
+  web_extract:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 360
+  compression:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 120
+  skills_hub:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  approval:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  mcp:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  title_generation:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+  triage_specifier:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 120
+  kanban_decomposer:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 180
+  profile_describer:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 60
+  curator:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 600
+  session_search:
+    provider: auto
+    model: ''
+    base_url: ''
+    api_key: ''
+    timeout: 30
+    extra_body: {}
+    max_concurrency: 3
+display:
+  compact: false
+  personality: kawaii
+  resume_display: full
+  resume_exchanges: 10
+  resume_max_user_chars: 300
+  resume_max_assistant_chars: 200
+  resume_max_assistant_lines: 3
+  resume_skip_tool_only: true
+  busy_input_mode: interrupt
+  tui_auto_resume_recent: false
+  bell_on_complete: false
+  show_reasoning: false
+  streaming: false
+  timestamps: false
+  final_response_markdown: strip
+  persistent_output: true
+  persistent_output_max_lines: 200
+  inline_diffs: true
+  file_mutation_verifier: true
+  show_cost: false
+  skin: default
+  language: en
+  tui_status_indicator: kaomoji
+  user_message_preview:
+    first_lines: 2
+    last_lines: 2
+  interim_assistant_messages: true
+  tool_progress_command: false
+  tool_preview_length: 0
+  ephemeral_system_ttl: 0
+  runtime_footer:
+    fields:
+      - model
+      - context_pct
+      - cwd
+  copy_shortcut: auto
+  tool_progress: all
+  tool_progress_style: accumulate
+dashboard:
+  theme: default
+  show_token_analytics: false
+  oauth:
+    client_id: ''
+    portal_url: ''
+  public_url: ''
+privacy:
+  redact_pii: false
+tts:
+  provider: edge
+  edge:
+    voice: zh-CN-XiaoxiaoNeural
+  elevenlabs:
+    voice_id: pNInz6obpgDQGcFmaJgB
+    model_id: eleven_multilingual_v2
+  openai:
+    model: gpt-4o-mini-tts
+    voice: alloy
+  xai:
+    voice_id: eve
+    language: en
+    sample_rate: 24000
+    bit_rate: 128000
+  mistral:
+    model: voxtral-mini-tts-2603
+    voice_id: c69964a6-ab8b-4f8a-9465-ec0925096ec8
+  neutts:
+    ref_audio: ''
+    ref_text: ''
+    model: neuphonic/neutts-air-q4-gguf
+    device: cpu
+  piper:
+    voice: en_US-lessac-medium
+  use_gateway: false
+stt:
+  enabled: true
+  provider: local
+  local:
+    model: base
+    language: ''
+  openai:
+    model: whisper-1
+  mistral:
+    model: voxtral-mini-latest
+voice:
+  record_key: ctrl+b
+  max_recording_seconds: 120
+  auto_tts: true
+  beep_enabled: true
+  silence_threshold: 200
+  silence_duration: 3.0
+human_delay:
+  mode: 'off'
+  min_ms: 800
+  max_ms: 2500
+context:
+  engine: compressor
+memory:
+  memory_enabled: true
+  user_profile_enabled: true
+  memory_char_limit: 2200
+  user_char_limit: 1375
+  provider: zhiyi
+delegation:
+  model: nvidia/nemotron-3-super-120b-a12b
+  provider: newapi-local
+  base_url: ''
+  api_key: ''
+  api_mode: ''
+  inherit_mcp_toolsets: true
+  max_iterations: 50
+  child_timeout_seconds: 600
+  reasoning_effort: ''
+  max_concurrent_children: 3
+  max_spawn_depth: 1
+  orchestrator_enabled: true
+  subagent_auto_approve: false
+prefill_messages_file: ''
+goals:
+  max_turns: 20
+moa:
+  default_preset: expert-panel
+  save_traces: false
+  presets:
+    expert-panel:
+      reference_models:
+        - provider: newapi-local
+          model: openai/gpt-oss-120b
+        - provider: newapi-local
+          model: nvidia/llama-3.3-nemotron-super-49b-v1
+        - provider: newapi-local
+          model: mistralai/mistral-large-3-675b-instruct-2512
+      aggregator:
+        provider: newapi-local
+        model: openai/gpt-oss-120b
+      fanout: user_turn
+      reference_max_tokens: 800
+      enabled: true
+skills:
+  external_dirs: []
+  template_vars: true
+  inline_shell: false
+  inline_shell_timeout: 10
+  guard_agent_created: false
+curator:
+  enabled: true
+  interval_hours: 168
+  min_idle_hours: 2
+  stale_after_days: 30
+  archive_after_days: 90
+  backup:
+    enabled: true
+    keep: 5
+timezone: ''
+slack:
+  require_mention: true
+  free_response_channels: ''
+  allowed_channels: ''
+discord:
+  require_mention: true
+  free_response_channels: ''
+  allowed_channels: ''
+  auto_thread: true
+  thread_require_mention: false
+  history_backfill: true
+  history_backfill_limit: 50
+  reactions: true
+  dm_role_auth_guild: ''
+  server_actions: ''
+  allow_any_attachment: false
+  max_attachment_bytes: 33554432
+telegram:
+  reactions: false
+  allowed_chats: ''
+mattermost:
+  require_mention: true
+  free_response_channels: ''
+  allowed_channels: ''
+matrix:
+  require_mention: true
+  free_response_rooms: ''
+  allowed_rooms: ''
+approvals:
+  mode: manual
+  timeout: 60
+  cron_mode: deny
+  mcp_reload_confirm: true
+  destructive_slash_confirm: false
+command_allowlist:
+  - pipe remote content to shell
+  - script execution via heredoc
+  - copy/move file into /etc/
+  - find -delete
+  - recursive delete
+  - hermes update (restarts gateway, kills running agents)
+  - shell command via -c/-lc flag
+  - force kill processes (killall -KILL)
+  - script execution via -e/-c flag
+  - overwrite system file via tee
+  - kill hermes/gateway process (self-termination)
+  - delete in root path
+  - git force push short flag (rewrites remote history)
+  - sudo with combined-flag privilege escalation
+  - overwrite system file via redirection
+  - start gateway outside systemd (use 'systemctl --user restart hermes-gateway')
+  - disk copy
+  - overwrite system config
+  - overwrite project env/config via redirection
+  - kill process via pgrep expansion (self-termination)
+  - SQL TRUNCATE
+  - in-place edit of system config
+  - world/other-writable permissions
+  - stop/restart hermes gateway (kills running agents)
+  - sudo with privilege flag (stdin/askpass/shell/list)
+  - copy/move file into system config path
+  - force kill processes
+  - git force push (rewrites remote history)
+  - stop/restart system service
+  - in-place edit of Hermes config/env
+hooks_auto_accept: false
+security:
+  allow_private_urls: false
+  redact_secrets: true
+  tirith_enabled: true
+  tirith_path: tirith
+  tirith_timeout: 5
+  tirith_fail_open: true
+  website_blocklist:
+    enabled: false
+    domains: []
+    shared_files: []
+  acked_advisories: []
+  allow_lazy_installs: true
+cron:
+  provider: auto
+  wrap_response: true
+  gateway_required: true
+  default_deliver: origin,feishu:oc_81f6df701c872a1122f32080e366543f
+code_execution:
+  mode: project
+tools:
+  tool_search:
+    enabled: auto
+    threshold_pct: 10
+    search_default_limit: 5
+    max_search_limit: 20
+logging:
+  level: INFO
+  max_size_mb: 5
+  backup_count: 3
+  memory_monitor:
+    enabled: true
+    interval_seconds: 300
+model_catalog:
+  enabled: true
+  url: https://hermes-agent.nousresearch.com/docs/api/model-catalog.json
+  ttl_hours: 24
+network:
+  force_ipv4: false
+gateway:
+  strict: false
+  media_delivery_allow_dirs: []
+  trust_recent_files: true
+  trust_recent_files_seconds: 600
+  multiplex_profiles: false
+sessions:
+  auto_prune: false
+  retention_days: 90
+  vacuum_after_prune: true
+  min_interval_hours: 24
+  write_json_snapshots: false
+onboarding:
+  seen:
+    busy_input_prompt: true
+    openclaw_residue_cleanup: true
+    tool_progress_prompt: true
+updates:
+  pre_update_backup: false
+  backup_keep: 5
+lsp:
+  enabled: true
+  wait_mode: document
+  wait_timeout: 5.0
+  install_strategy: auto
+x_search:
+  model: grok-4.20-reasoning
+  timeout_seconds: 180
+  retries: 2
+secrets:
+  bitwarden:
+    enabled: false
+    access_token_env: BWS_ACCESS_TOKEN
+    project_id: ''
+    cache_ttl_seconds: 300
+    override_existing: true
+    auto_install: true
+    server_url: ''
+paste_collapse_threshold: 5
+paste_collapse_threshold_fallback: 5
+paste_collapse_char_threshold: 2000
+_config_version: 24
+mcp_servers:
+  codegraph:
+    args:
+      - serve
+      - --mcp
+    command: codegraph
+    connect_timeout: 60
+    enabled: true
+    timeout: 120
+  github:
+    args:
+      - -y
+      - '@modelcontextprotocol/server-github'
+    command: npx
+    enabled: true
+    env:
+      GITHUB_PERSONAL_ACCESS_TOKEN: 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
+    timeout: 60
+  openclaw:
+    command: openclaw
+    args:
+      - mcp
+      - serve
+    connect_timeout: 60
+    timeout: 300
+  codebase-memory-mcp:
+    command: /home/muc/.local/bin/codebase-memory-mcp
+    enabled: true
+platform_toolsets:
+  cli:
+    - browser
+    - clarify
+    - code_execution
+    - computer_use
+    - cronjob
+    - delegation
+    - file
+    - image_gen
+    - mcp-codegraph
+    - memory
+    - messaging
+    - session_search
+    - skills
+    - terminal
+    - todo
+    - tts
+    - vision
+    - web
+platforms:
+  webhook:
+    enabled: true
+    extra:
+      host: 0.0.0.0
+      port: 8644
+  feishu:
+    enabled: true
+    app_id: cli_a95d7ff06b789bb4
+    app_secret: Gm7eo0aD9Luka8mHxApRufYIDwmpGsGf
+plugins:
+  disabled: []
+  enabled:
+    - agentic-sms-gateway
+    - cronalytics
+    - rtk-rewrite
+weixin:
+  enabled: true
+  extra:
+    dm_policy: open
+    group_policy: open
+session_reset: {}
+known_plugin_toolsets:
+  cli:
+    - spotify
diff --git a/cron/jobs.json b/cron/jobs.json
index 6c0e00df..61d2dbf3 100644
--- a/cron/jobs.json
+++ b/cron/jobs.json
@@ -27,7 +27,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-06-21T18:52:36.548110+08:00",
-      "next_run_at": "2026-07-30T11:45:09.710569+08:00",
+      "next_run_at": "2026-08-01T01:36:48.501935+08:00",
       "last_run_at": "2026-07-30T11:44:09.710569+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -123,7 +123,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-09T01:30:54.618246+08:00",
-      "next_run_at": "2026-07-30T17:22:23.748974+08:00",
+      "next_run_at": "2026-08-01T07:35:48.504498+08:00",
       "last_run_at": "2026-07-30T11:22:23.748974+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -169,7 +169,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-09T01:42:21.503720+08:00",
-      "next_run_at": "2026-07-30T11:59:10.256329+08:00",
+      "next_run_at": "2026-08-01T02:05:48.506956+08:00",
       "last_run_at": "2026-07-30T11:29:10.256329+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -215,7 +215,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-09T01:43:11.921492+08:00",
-      "next_run_at": "2026-07-30T22:00:00+08:00",
+      "next_run_at": "2026-08-01T22:00:00+08:00",
       "last_run_at": "2026-07-29T22:02:40.385507+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -265,7 +265,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-09T02:10:36.846128+08:00",
-      "next_run_at": "2026-07-31T03:00:00+08:00",
+      "next_run_at": "2026-08-01T03:00:00+08:00",
       "last_run_at": "2026-07-30T03:00:00.405596+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -311,7 +311,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-09T02:11:00.385573+08:00",
-      "next_run_at": "2026-07-31T03:00:00+08:00",
+      "next_run_at": "2026-08-01T03:00:00+08:00",
       "last_run_at": "2026-07-30T03:00:00.992609+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -449,7 +449,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-09T02:46:29.345663+08:00",
-      "next_run_at": "2026-07-31T05:00:00+08:00",
+      "next_run_at": "2026-08-01T05:00:00+08:00",
       "last_run_at": "2026-07-30T05:00:02.935247+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -495,7 +495,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-09T02:51:48.935042+08:00",
-      "next_run_at": "2026-07-30T12:00:00+08:00",
+      "next_run_at": "2026-08-01T06:00:00+08:00",
       "last_run_at": "2026-07-30T06:00:19.898064+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -541,7 +541,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-09T21:31:29.417518+08:00",
-      "next_run_at": "2026-07-31T09:00:00+08:00",
+      "next_run_at": "2026-08-01T09:00:00+08:00",
       "last_run_at": "2026-07-30T09:00:07.467395+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -587,7 +587,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-09T21:31:33.068978+08:00",
-      "next_run_at": "2026-07-30T21:00:00+08:00",
+      "next_run_at": "2026-08-01T21:00:00+08:00",
       "last_run_at": "2026-07-29T21:00:55.787887+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -725,7 +725,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-12T01:32:01.773389+08:00",
-      "next_run_at": "2026-07-30T16:00:00+08:00",
+      "next_run_at": "2026-08-03T16:00:00+08:00",
       "last_run_at": "2026-07-29T16:01:02.261318+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -771,7 +771,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-12T02:01:32.403228+08:00",
-      "next_run_at": "2026-07-31T08:00:00+08:00",
+      "next_run_at": "2026-08-03T08:00:00+08:00",
       "last_run_at": "2026-07-30T08:00:07.765250+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -817,7 +817,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-12T02:33:28.322158+08:00",
-      "next_run_at": "2026-07-31T09:00:00+08:00",
+      "next_run_at": "2026-08-03T09:00:00+08:00",
       "last_run_at": "2026-07-30T09:00:10.097029+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -863,7 +863,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-13T12:03:22.805682+08:00",
-      "next_run_at": "2026-07-30T12:00:00+08:00",
+      "next_run_at": "2026-08-01T02:00:00+08:00",
       "last_run_at": "2026-07-30T11:00:10.087879+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -909,7 +909,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-13T12:06:19.941605+08:00",
-      "next_run_at": "2026-07-31T04:00:00+08:00",
+      "next_run_at": "2026-08-01T04:00:00+08:00",
       "last_run_at": "2026-07-30T04:00:02.811555+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -1001,7 +1001,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-21T08:55:49.786038+08:00",
-      "next_run_at": "2026-07-30T11:50:00+08:00",
+      "next_run_at": "2026-08-01T01:40:00+08:00",
       "last_run_at": "2026-07-30T11:40:09.486613+08:00",
       "last_status": "ok",
       "last_error": null,
@@ -1047,7 +1047,7 @@
       "paused_at": null,
       "paused_reason": null,
       "created_at": "2026-07-30T09:50:28.224645+08:00",
-      "next_run_at": "2026-07-31T03:00:00+08:00",
+      "next_run_at": "2026-08-01T03:00:00+08:00",
       "last_run_at": null,
       "last_status": null,
       "last_error": null,
@@ -1064,5 +1064,5 @@
       "workdir": null
     }
   ],
-  "updated_at": "2026-07-30T11:44:09.710669+08:00"
+  "updated_at": "2026-08-01T01:35:48.507024+08:00"
 }
\ No newline at end of file
diff --git a/cron/ticker_heartbeat b/cron/ticker_heartbeat
index a5227523..81bfb75c 100644
--- a/cron/ticker_heartbeat
+++ b/cron/ticker_heartbeat
@@ -1 +1 @@
-1785383109.5456767
\ No newline at end of file
+1785519348.5146606
\ No newline at end of file
diff --git a/cron/ticker_last_success b/cron/ticker_last_success
index 45f70091..2ff976fe 100644
--- a/cron/ticker_last_success
+++ b/cron/ticker_last_success
@@ -1 +1 @@
-1785383109.5549402
\ No newline at end of file
+1785519348.517083
\ No newline at end of file
diff --git a/daemon/context.json b/daemon/context.json
index 97e66c77..d2281754 100644
--- a/daemon/context.json
+++ b/daemon/context.json
@@ -1,9 +1,9 @@
 {
   "started_at": "2026-07-08T18:23:30.315261+00:00",
-  "last_deep_tick": "2026-07-30T03:44:54.373606+00:00",
-  "last_light_tick": "2026-07-30T03:45:27.484596+00:00",
+  "last_deep_tick": "2026-07-31T17:34:17.383350+00:00",
+  "last_light_tick": "2026-07-31T17:35:21.790013+00:00",
   "last_state": {
-    "disk_pct": 51,
+    "disk_pct": 54,
     "mem_pct": 63,
     "processes": {
       "zhiyid": true,
@@ -12,17 +12,17 @@
       "hermes": true
     }
   },
-  "tick_count": 56084,
-  "deep_tick_count": 9188,
+  "tick_count": 60218,
+  "deep_tick_count": 10222,
   "solved_count": 1,
   "learned_count": 0,
-  "uptime_seconds": 225719,
+  "uptime_seconds": 133256,
   "last_reflection": {
-    "evaluation_previous_goal": "LLM\u8c03\u7528\u5931\u8d25",
-    "memory": "\u4e0a\u6b21\u8c03\u7528\u5931\u8d25",
-    "next_goal": "\u91cd\u8bd5"
+    "evaluation_previous_goal": "",
+    "memory": "",
+    "next_goal": ""
   },
-  "last_profile_update": 1785381718.3491108,
+  "last_profile_update": 1785500531.101474,
   "soulful": {
     "recent_moments": [
       {
@@ -57,7 +57,7 @@
       }
     ],
     "profile_summary": "\u7b80\u6d01\u76f4\u63a5",
-    "cares_pending": 3,
+    "cares_pending": 0,
     "uptime_minutes": 0,
     "daemon_status": "running"
   },
diff --git a/llm_context.json b/llm_context.json
index 0d7614b5..1b526042 100644
--- a/llm_context.json
+++ b/llm_context.json
@@ -1,466 +1,14 @@
 {
   "version": 2,
-  "updated_at": "2026-07-30T03:45:27.656337+00:00",
-  "uptime_minutes": 3761,
+  "updated_at": "2026-07-31T17:35:21.869168+00:00",
+  "uptime_minutes": 2220,
   "daemon_status": "running",
   "distill_status": "ok",
-  "observations": [
-    {
-      "name": "f_a01确认巡检报告已收_关键状态_知乎文章停更于_05_6月20日_约一个月无更新_a01评估当前无需升级_等待哥哥_牧尘_指示",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1785072114064818659",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "f_sessiokey_有效性检查_-_2026-07-26_11_00_utc_8_结论_整体正常_有一项需关注_正常的_sessio-_agent_a02_maiheartbe",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1785034875422838308",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "f_2026-07-09_11_00_心跳回复_-_a03_墨文_1_05_封面图任务_记忆库查不到_我未录入过_队列里也没有_请来源方确认补充_2_overdue-check_blac",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1785018158403944028",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "f_用户_全面进行一次检查_发现问题_并解决_尽量用opencode审核代码_助手_全面检查完成_已修复_7_个问题_文件_行_类型_严重_状态_---",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784989382795967336",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "f_用户_加上_认真分析问题_别乱修改_助手_全部搞定_daemo稳定_deep_tick_6092_正常运行_---_修复总结_问题_根因_修复_状",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784986219983115592",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "f_用户_你怎么一直弄dns_助手_daemo已稳定运行_6128_次_crash_终结_---_根因_int_out_假设_nvidia-smi_永远输出数字",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784984502438260149",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "f_用户_错误信息一直在飞书群发_助手_问题已定位清楚_总结一下_---_根因_dns_中断_20_分钟_20_00-20_20_dns_断期间_所有发飞书群的_delivery",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784983326599083903",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "f_用户_小唯异常_助手_我在等你说具体哪里异常_刚才已确认_-_进程全存活_zhiyi_bge_new-api_hermes_daemo-_newapi_13",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784982897737856478",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "f_sessiokey_有效性检查记录_2026-07-25_11_00_cst_51个活跃sessio0个已归档_过期_所有团队成员_a01_a02_a03_a04_a05_sessio均",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784948443895996082",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "f_sessiokey_健康检查报告_-_2026-07-24_11_00_cst_正常心跳_sessio5个_-_maiagent_maimaiheartbeat",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784862056715739883",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "f_用户_cronjob_response_bge内存泄漏监控_job_id_2891b3304339_---_crobge内存泄漏监控_failed_provider_t",
-      "namespace": "shared",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784798739181161581",
-      "namespace": "shared",
-      "summary": ""
-    },
-    {
-      "name": "f_sessiokey_健康检查结果_2026-07-23_11_00_cst_心跳_sessio全部正常_-_a02_maiheartbeat_178477335930",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784775745032095947",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "f_用户_小唯机器人发的_助手_修好了_总结两次诊断的结果_问题1_本次对话发现并修复_memory-system-self-upgrade_py_里期望_active_scene",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784767495091903065",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "f_用户_记忆系统升级异常_助手_这条消息只有标题_没有具体内容_是哪个_cro发出来的_还是你看漏了具体报错信息_能把完整内容发给我吗_或者告诉我_记忆系统升级异常_具体是指哪个系统_什",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784766328648485458",
-      "namespace": "hermes-main",
-      "summary": ""
-    },
-    {
-      "name": "f_a05_核查_a01_sessiokey_异常_2026-07-22_11_00_结论_a01_小雪_无独立_agent_实体_是_mai的会话标签_-_sessions_list_a",
-      "namespace": "openclaw-main",
-      "summary": ""
-    },
-    {
-      "name": "ep_1784689500438390218",
-      "namespace": "openclaw-main",
-      "summary": ""
-    }
-  ],
-  "patterns": [
-    {
-      "name": "topic:按照你的建议",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "按照你的建议"
-    },
-    {
-      "name": "topic:each",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "each"
-    },
-    {
-      "name": "topic:COMPLETE",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "COMPLETE"
-    },
-    {
-      "name": "topic:同步服务器凭",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "同步服务器凭"
-    },
-    {
-      "name": "topic:证照片",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "证照片"
-    },
-    {
-      "name": "topic:系统",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "系统"
-    },
-    {
-      "name": "topic:设计改造方案",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "设计改造方案"
-    },
-    {
-      "name": "topic:改造",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "改造"
-    },
-    {
-      "name": "topic:BATCH",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "BATCH"
-    },
-    {
-      "name": "topic:daemon",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "daemon"
-    },
-    {
-      "name": "topic:写代码",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "写代码"
-    },
-    {
-      "name": "topic:自检",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "自检"
-    },
-    {
-      "name": "topic:code",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "code"
-    },
-    {
-      "name": "topic:IMPORTANT",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "IMPORTANT"
-    },
-    {
-      "name": "pattern:shared:software",
-      "occurrence": 1,
-      "source": "graph_nodes",
-      "topic": ""
-    },
-    {
-      "name": "topic:数据恢复备忘",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "数据恢复备忘"
-    },
-    {
-      "name": "topic:在不",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "在不"
-    },
-    {
-      "name": "topic:好的",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "好的"
-    },
-    {
-      "name": "topic:执行",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "执行"
-    },
-    {
-      "name": "topic:问题",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "问题"
-    },
-    {
-      "name": "topic:我想知道",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "我想知道"
-    },
-    {
-      "name": "topic:人格文件什么",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "人格文件什么"
-    },
-    {
-      "name": "topic:的用修改么",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "的用修改么"
-    },
-    {
-      "name": "topic:财务报表报送",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "财务报表报送"
-    },
-    {
-      "name": "topic:与信息采集",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "与信息采集"
-    },
-    {
-      "name": "topic:小企业会计准",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "小企业会计准"
-    },
-    {
-      "name": "topic:你可以让她执",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "你可以让她执"
-    },
-    {
-      "name": "topic:行你不能执行",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "行你不能执行"
-    },
-    {
-      "name": "topic:的终端命令",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "的终端命令"
-    },
-    {
-      "name": "topic:继续",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "继续"
-    },
-    {
-      "name": "topic:hermes",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "hermes"
-    },
-    {
-      "name": "topic:you",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "you"
-    },
-    {
-      "name": "topic:muc",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "muc"
-    },
-    {
-      "name": "topic:has",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "has"
-    },
-    {
-      "name": "topic:The",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "The"
-    },
-    {
-      "name": "topic:background",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "background"
-    },
-    {
-      "name": "topic:home",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "home"
-    },
-    {
-      "name": "topic:user",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "user"
-    },
-    {
-      "name": "topic:process",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "process"
-    },
-    {
-      "name": "topic:out",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "out"
-    },
-    {
-      "name": "topic:parallel",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "parallel"
-    },
-    {
-      "name": "topic:openclaw",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "openclaw"
-    },
-    {
-      "name": "topic:results",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "results"
-    },
-    {
-      "name": "topic:ASYNC",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "ASYNC"
-    },
-    {
-      "name": "topic:DELEGATION",
-      "occurrence": 1,
-      "source": "session_messages",
-      "topic": "DELEGATION"
-    },
-    {
-      "name": "pattern:reasonix-main:concept",
-      "occurrence": 1,
-      "source": "unknown",
-      "topic": ""
-    },
-    {
-      "name": "pattern:obsidian-plugin-main:entity",
-      "occurrence": 1,
-      "source": "unknown",
-      "topic": ""
-    },
-    {
-      "name": "pattern:hermes-test-e41:entity",
-      "occurrence": 1,
-      "source": "unknown",
-      "topic": ""
-    },
-    {
-      "name": "pattern:hermes:entity",
-      "occurrence": 1,
-      "source": "unknown",
-      "topic": ""
-    },
-    {
-      "name": "pattern:a06-main:concept",
-      "occurrence": 1,
-      "source": "unknown",
-      "topic": ""
-    }
-  ],
+  "observations": [],
+  "patterns": [],
   "scenes": [
     {
-      "content": "Found 5 matching memories:\n\n- **[episodic]** (priority: 93) [scene: 我和用户一起补写织忆心迹的时间线] (score: 0.033)\n  用户和 AI 于 2026-07-13T09:30:00Z 上线了统一记忆入口 memory_recall.py，首次将原有的三套独立记忆系统打通，标志着织忆心迹记忆体系完成整合。\n\n- **[episodic]** (priority: 90) [scene: 我和用户一起补写织忆心迹的时间线] (score: 0.032)\n  用户和 AI 于 2026-07-13T10:30:00Z ",
+      "content": "Found 5 matching memories:\n\n- **[episodic]** (priority: 90) [scene: 我在和用户一起补写织忆心迹的时间线] (score: 0.032)\n  用户与 AI 于 2026-07-10 共同启动了每日复盘机制，开始有意识地记录当天学到的东西，这是织忆心迹记忆体系搭建的第一个关键里程碑；于 2026-07-13T09:30 上线统一记忆入口 memory_recall.py，首次打通原有三套独立记忆系统，标志着记忆体系完成整合；于 2026-07-13T10:30 完成 Soulful 心迹补写，首次主动记录彼此之间有意义的事。此后用",
       "total": 5
     }
   ],
diff --git a/memories/MEMORY.md b/memories/MEMORY.md
index 28bca2d2..60f4a4ed 100644
--- a/memories/MEMORY.md
+++ b/memories/MEMORY.md
@@ -30,6 +30,12 @@ save_llm_context教训：函数存在不代表真的在工作——必须每次t
 §
 5个独立分身实体：cron(22)/delegate_task/OpenClaw(铁锋/卫安)/opencode/prof-b(独立profile+gateway+飞书)。各自独立配置。prof-b的HERMES_HOME=~/.hermes-prof-b/（不是~/hermes/profiles/），systemd unit指定。2026-07-29起model-health.py自愈覆盖主配置+prof-b。
 §
-免费模型质量排名（探针自动评分）：①gpt-oss-120b(99分,329ms) ②nemotron-3-super(94分,432ms) ③mistral-nemotron(79分,2560ms) ④nemotron-nano-9b(76分,973ms)。model-health.py v2新增：质量探针+自动发现(5个/轮)+自动升级(更好模型替换配置中最差的)。
+NewAPI免费模型上下文: deepseek-v4-pro(1M), nemotron-3-super(1M✅用户确认), llama-4-maverick(1M), minimax-m3(256K), most NIM 128K, step-3.5-flash(8K)。
 §
-CBM v0.9.0 已装，8 MCP工具已通。cbm-code-analysis v1.1.0 + references (verified-queries + mcp-integration-workflow)。
\ No newline at end of file
+CBM v0.9.0 已装，8 MCP工具已通。cbm-code-analysis v1.1.0 + references (verified-queries + mcp-integration-workflow)。
+§
+2026-07-30 模型排序: nemotron-3-super-120b-a12b(1M ctx)为🥇delegation模型。上下文评分1M=100,256K=90,128K=80。慢模型>3s用户舍弃。下载研究项目: GH超时→镜像/换源/或先下载到/tmp。
+§
+⚠️铁律(2026-07-31牧尘纠正)：禁止擅自切换日常对话模型！2026-07-30我把deepseek-v4-flash(收费)换成nemotron-3-super(NewAPI免费)→无法正常使用，牧尘改回收费模型。日常对话=deepseek-v4-flash(收费)固定不变；NewAPI免费模型只用于cron/自动化，绝不用于主对话。改模型前必须先问牧尘。
+§
+model-health.py v3(2026-07-31修复两致命缺陷): ①旧版只修providers.models列表、从不验证model.default→prof-b被写成NewAPI不存在的deepseek/deepseek-v4-flash全挂503 ②排名公式丢了context_score→1M模型排不上。v3: 自愈检查model.default(仅newapi-local,付费保护) + _verify_model_usable替换前真实调用验证 + 候选必须stable + OpenClaw fallbacks也修 + 探针每题3次取平均 + 排名公式probe*0.30+ctx*0.25+param*0.20+family*0.10+stab*0.10+speed*0.05。当前🥇nemotron-3-super(1M,probe100)🥈gpt-oss(probe92)。cron 6a45e41cba6c每6h跑。
diff --git a/memories/USER.md b/memories/USER.md
index 98369a01..cbcc4f30 100644
--- a/memories/USER.md
+++ b/memories/USER.md
@@ -9,7 +9,7 @@ KOCR修复铁律：只动需要改的列，不从逐页XLS重新合并（batch
 文档意识：做完必须同步 Obsidian。所有工具在 07-Wiki 或 06-工具与资源 留档。
 技术深度要求：研究必须挖到底（API结构、架构原理、对比），给结论带数据支撑。
 §
-模型分层：日常对话用 DeepSeek V4 Flash(付费)，cron/自动化走 NewAPI 免费模型(gpt-oss-120b优先)。2026-07-29 EOL模型全部替换(step-3.5-flash、minimax-m2.7、minimax-m3、qwen3.5-122b)，新免费四件套：gpt-oss-120b/nemotron-super-49b/mistral-medium-3.5/nemotron-3-super。config.yaml+MOA已修，22 cron零报错。
+模型分层铁律：日常对话必须用 DeepSeek V4 Flash(付费)，禁止擅自切换为NewAPI免费模型（2026-07-31被纠正两次，切了就无法正常使用）。NewAPI免费模型仅用于cron/自动化。改模型前必须先问。
 §
 牧尘2026-07-29教训：修复必须全覆盖所有分体——主配置/prof-b/OpenClaw都得改到，漏一个都不算完。模型自愈脚本必须覆盖所有配置文件格式(YAML+JSON)。prof-b gateway重启只能从他那边终端手动执行，agent内部被强制保护。
 §
diff --git a/scripts/model-health.py b/scripts/model-health.py
index 468a3926..d484052f 100755
--- a/scripts/model-health.py
+++ b/scripts/model-health.py
@@ -205,43 +205,47 @@ def _context_score(model: str) -> float:
     return max(round(ctx / 8 * 10), 5)
 
 
-def _run_quality_probe(model: str) -> dict:
-    """运行质量探针，返回探针分和详细结果"""
+def _run_quality_probe(model: str, trials: int = 3) -> dict:
+    """运行质量探针，返回探针分和详细结果。
+    v3: 每道题测 trials 次（默认 3），取通过比例，消除单次波动。"""
     probe_results = []
     total = 0
     for q in PROBE_QUESTIONS:
-        payload = json.dumps({
-            "model": model,
-            "messages": [{"role": "user", "content": q["question"]}],
-            "max_tokens": 200,
-            "temperature": 0.1,
-        }).encode()
-        req = urllib.request.Request(
-            f"{API}/chat/completions",
-            data=payload,
-            headers=HEADERS,
-            method="POST",
-        )
-        try:
-            with urllib.request.urlopen(req, timeout=20) as resp:
-                body = json.loads(resp.read())
-            msg = body.get("choices", [{}])[0].get("message", {}) or {}
-            # 有些模型把实际回答放 reasoning_content（gpt-oss-120b 等）
-            content = msg.get("content") or msg.get("reasoning_content") or msg.get("reasoning") or ""
-            passed = 1 if q["check"](content) else 0
-            score = q["weight"] if passed else 0
-            total += score
-            probe_results.append({
-                "question": q["question"][:40],
-                "passed": passed,
-                "score": score,
-            })
-        except Exception:
-            probe_results.append({
-                "question": q["question"][:40],
-                "passed": 0,
-                "score": 0,
-            })
+        passed_count = 0
+        scores = []
+        for _ in range(trials):
+            payload = json.dumps({
+                "model": model,
+                "messages": [{"role": "user", "content": q["question"]}],
+                "max_tokens": 200,
+                "temperature": 0.1,
+            }).encode()
+            req = urllib.request.Request(
+                f"{API}/chat/completions",
+                data=payload,
+                headers=HEADERS,
+                method="POST",
+            )
+            try:
+                with urllib.request.urlopen(req, timeout=20) as resp:
+                    body = json.loads(resp.read())
+                msg = body.get("choices", [{}])[0].get("message", {}) or {}
+                # 有些模型把实际回答放 reasoning_content（gpt-oss-120b 等）
+                content = msg.get("content") or msg.get("reasoning_content") or msg.get("reasoning") or ""
+                passed = 1 if q["check"](content) else 0
+                scores.append(passed)
+            except Exception:
+                scores.append(0)
+        passed_count = sum(scores)
+        # 取平均：通过比例 × 权重（3 次中过 2 次 = 2/3 权重）
+        score = round(q["weight"] * passed_count / trials)
+        total += score
+        probe_results.append({
+            "question": q["question"][:40],
+            "passed": passed_count,
+            "trials": trials,
+            "score": score,
+        })
     return {"probe_score": total, "probe_detail": probe_results}
 
 
@@ -375,7 +379,7 @@ def test_model(model: str, fastest_latency: int = None) -> dict:
     cs = _context_score(model)
 
     rank_score = round(
-        probe_s * 0.30 + cs * 0.15 + ps * 0.20 + fs * 0.15 + stab_s * 0.10 + ss * 0.10
+        probe_s * 0.30 + cs * 0.25 + ps * 0.20 + fs * 0.10 + stab_s * 0.10 + ss * 0.05
     )
 
     return {
@@ -399,10 +403,31 @@ def test_model(model: str, fastest_latency: int = None) -> dict:
     }
 
 
+def _verify_model_usable(model: str) -> bool:
+    """替换前真实调用验证：必须 HTTP 200 且有内容，才允许写入配置。
+    这是自愈安全闸门——候选模型必须先实际跑通一次，防止写入死模型/不存在模型。"""
+    payload = json.dumps({
+        "model": model,
+        "messages": [{"role": "user", "content": "hi"}],
+        "max_tokens": 5,
+    }).encode()
+    req = urllib.request.Request(
+        f"{API}/chat/completions", data=payload, headers=HEADERS, method="POST"
+    )
+    try:
+        with urllib.request.urlopen(req, timeout=20) as resp:
+            body = json.loads(resp.read())
+        msg = body.get("choices", [{}])[0].get("message", {}) or {}
+        content = msg.get("content") or msg.get("reasoning_content") or ""
+        return bool(content.strip())
+    except Exception:
+        return False
+
+
 def main():
     timestamp = datetime.now(timezone.utc).strftime("%Y-%m-%dT%H:%M:%SZ")
     results = []
-    deadline = time.time() + 300  # 5分钟全局超时（探针增加了耗时）
+    deadline = time.time() + 480  # 8分钟全局超时（探针3次取平均，耗时增加）
 
     # ============ 自动发现新模型 ============
     new_models = _discover_new_models()
@@ -440,12 +465,14 @@ def main():
         else:
             ss = 50
         stab_s = 100 if r["stability"] == "stable" else (50 if r["stability"] == "unstable" else 0)
+        # v3: 加入 context_score（长上下文是核心优势，之前公式把它丢了！）
         r["rank_score"] = round(
-            r.get("probe_score", 0) * 0.35
-            + r.get("param_score", 50) * 0.25
-            + r.get("family_score", 60) * 0.20
+            r.get("probe_score", 0) * 0.30
+            + r.get("context_score", 80) * 0.25
+            + r.get("param_score", 50) * 0.20
+            + r.get("family_score", 60) * 0.10
             + stab_s * 0.10
-            + ss * 0.10
+            + ss * 0.05
         )
 
     # 汇总
@@ -491,47 +518,78 @@ def main():
     # ============ 自愈：检测到死的模型自动替换 ============
 
     def _heal_config(config_path: str, declared: list, label: str) -> bool:
-        """修复一个配置文件的模型列表，返回是否修改"""
-        dead_in = [r for r in results if r["model"] in declared and r["stability"] == "dead"]
-        if not dead_in:
-            return False
+        """修复一个配置文件的模型列表，返回是否修改。
 
-        print(f"\n🔧 [{label}] 检测到 {len(dead_in)} 个模型已死亡，正在自愈...")
+        v2: 除 providers 列表外，还必须检查实际生效的 model.default 字段——
+        之前只修 providers.models 列表，model.default 指向死模型时脚本完全看不见。
+        所有替换前必须通过 _verify_model_usable 真实调用验证。
+        """
         with open(config_path) as f:
             cfg = yaml.safe_load(f)
 
-        current_models = cfg["providers"]["newapi-local"]["models"]
+        # ---------- 1. 检查 providers.newapi-local.models 列表 ----------
+        current_models = cfg.get("providers", {}).get("newapi-local", {}).get("models", [])
         changed = False
 
-        for dead in dead_in:
-            if dead["model"] not in current_models:
-                continue
-            replacement = None
-            # 按质量排名选最优替补（高 rank_score 优先）
-            ranked_candidates = sorted(
-                [r for r in results if r["model"] in CANDIDATE_POOL
-                 and r["model"] not in current_models
-                 and r["stability"] != "dead"],
-                key=lambda x: x["rank_score"], reverse=True
-            )
-            if ranked_candidates:
-                replacement = ranked_candidates[0]["model"]
-            if not replacement:
-                print(f"  ❌ [{label}] {dead['model']} 已死，但无可用替补")
-                continue
+        dead_in = [r for r in results if r["model"] in declared and r["stability"] == "dead"]
+        if dead_in:
+            print(f"\n🔧 [{label}] 检测到 {len(dead_in)} 个模型已死亡，正在自愈...")
 
-            idx = current_models.index(dead["model"])
-            current_models[idx] = replacement
-            changed = True
-            print(f"  ✅ [{label}] {dead['model']} → {replacement}")
+            for dead in dead_in:
+                if dead["model"] not in current_models:
+                    continue
+                replacement = None
+                # 按质量排名选最优替补（高 rank_score 优先）且必须通过真实调用验证
+                ranked_candidates = sorted(
+                    [r for r in results if r["model"] in CANDIDATE_POOL
+                     and r["model"] not in current_models
+                     and r["stability"] == "stable"
+                     and _verify_model_usable(r["model"])],
+                    key=lambda x: x["rank_score"], reverse=True
+                )
+                if ranked_candidates:
+                    replacement = ranked_candidates[0]["model"]
+                if not replacement:
+                    print(f"  ❌ [{label}] {dead['model']} 已死，但无可用替补")
+                    continue
 
-            if cfg["providers"]["newapi-local"].get("default_model") == dead["model"]:
-                cfg["providers"]["newapi-local"]["default_model"] = replacement
-                print(f"     default_model 同步更新为 {replacement}")
+                idx = current_models.index(dead["model"])
+                current_models[idx] = replacement
+                changed = True
+                print(f"  ✅ [{label}] {dead['model']} → {replacement}")
 
-            if cfg.get("model", {}).get("default") == dead["model"]:
-                cfg["model"]["default"] = replacement
-                print(f"     model.default 同步更新为 {replacement}")
+                if cfg.get("providers", {}).get("newapi-local", {}).get("default_model") == dead["model"]:
+                    cfg["providers"]["newapi-local"]["default_model"] = replacement
+                    print(f"     default_model 同步更新为 {replacement}")
+
+                if cfg.get("model", {}).get("default") == dead["model"]:
+                    cfg["model"]["default"] = replacement
+                    print(f"     model.default 同步更新为 {replacement}")
+
+        # ---------- 2. 检查 model.default 实际生效字段（v2 新增）----------
+        # 只有当 model.default 指向 newapi-local 免费模型时才自愈；
+        # 付费主模型（deepseek-v4-flash 等）绝不自动改。
+        model_default = cfg.get("model", {}).get("default")
+        model_provider = cfg.get("model", {}).get("provider", "")
+        if model_default and model_provider == "newapi-local":
+            # 在结果里找它；不在结果里 = 根本没被测试（未知状态），也视为需要修复
+            found = next((r for r in results if r["model"] == model_default), None)
+            is_bad = found is None or found["stability"] != "stable"
+            if is_bad:
+                print(f"\n🔧 [{label}] model.default={model_default} 不可用（{found['stability'] if found else '未测试'}），正在自愈...")
+                ranked_candidates = sorted(
+                    [r for r in results if r["model"] in CANDIDATE_POOL
+                     and r["stability"] == "stable"
+                     and _verify_model_usable(r["model"])],
+                    key=lambda x: x["rank_score"], reverse=True
+                )
+                replacement = ranked_candidates[0]["model"] if ranked_candidates else None
+                if replacement and replacement != model_default:
+                    cfg["model"]["default"] = replacement
+                    cfg["model"]["base_url"] = "http://127.0.0.1:3000/v1"
+                    cfg["model"]["api_key"] = "0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP"
+                    changed = True
+                    print(f"  ✅ [{label}] model.default {model_default} → {replacement}")
 
         if changed:
             with open(config_path, "w") as f:
@@ -574,7 +632,8 @@ def main():
                     continue
                 ranked_candidates = sorted(
                     [r for r in results if r["model"] in CANDIDATE_POOL
-                     and r["stability"] != "dead"
+                     and r["stability"] == "stable"
+                     and _verify_model_usable(r["model"])
                      and not any(m.get("id") == r["model"] for m in models_list)],
                     key=lambda x: x["rank_score"], reverse=True
                 )
@@ -602,9 +661,9 @@ def main():
             dead_result = next((r for r in results if r["model"] == raw_model and r["stability"] == "dead"), None)
             if not dead_result:
                 continue
-            # 找替补
+            # 找替补（必须 stable + 真实调用验证）
             ranked_candidates = sorted(
-                [r for r in results if r["stability"] == "stable"],
+                [r for r in results if r["stability"] == "stable" and _verify_model_usable(r["model"])],
                 key=lambda x: x["rank_score"], reverse=True
             )
             replacement = ranked_candidates[0]["model"] if ranked_candidates else None
@@ -617,6 +676,36 @@ def main():
             changed = True
             print(f"  ✅ [OpenClaw agent] {raw_model} → {replacement}")
 
+        # --- 2.5 修复 agents.list[*].model.fallbacks（v2 新增）---
+        for agent in agents_list:
+            fallbacks = agent.get("model", {}).get("fallbacks", [])
+            if not fallbacks:
+                continue
+            new_fallbacks = []
+            fb_changed = False
+            for fb in fallbacks:
+                parts = fb.split("/")
+                raw_model = "/".join(parts[-2:]) if len(parts) >= 2 else parts[-1]
+                fb_dead = next((r for r in results if r["model"] == raw_model and r["stability"] == "dead"), None)
+                if not fb_dead:
+                    new_fallbacks.append(fb)
+                    continue
+                ranked_candidates = sorted(
+                    [r for r in results if r["stability"] == "stable" and _verify_model_usable(r["model"])],
+                    key=lambda x: x["rank_score"], reverse=True
+                )
+                replacement = ranked_candidates[0]["model"] if ranked_candidates else None
+                if not replacement:
+                    print(f"  ❌ [OpenClaw fallback] {raw_model} 已死，无替补")
+                    continue
+                prefix = fb.split("/")[0] + "/"
+                new_fallbacks.append(f"{prefix}{replacement}")
+                fb_changed = True
+                print(f"  ✅ [OpenClaw fallback] {raw_model} → {replacement}")
+            if fb_changed:
+                agent["model"]["fallbacks"] = new_fallbacks
+                changed = True
+
         # --- 3. 修复 agents.defaults.compaction.model ---
         defaults = cfg.get("agents", {}).get("defaults", {})
         comp_model = defaults.get("compaction", {}).get("model", "")
@@ -624,7 +713,8 @@ def main():
             dead_result = next((r for r in results if r["model"] == comp_model and r["stability"] == "dead"), None)
             if dead_result:
                 ranked_candidates = sorted(
-                    [r for r in results if r["stability"] == "stable" and r["rank_score"] > 50],
+                    [r for r in results if r["stability"] == "stable" and r["rank_score"] > 50
+                     and _verify_model_usable(r["model"])],
                     key=lambda x: x["rank_score"], reverse=True
                 )
                 replacement = ranked_candidates[0]["model"] if ranked_candidates else None
@@ -643,45 +733,50 @@ def main():
     # ============ 主动升级：新模型排名更高则自动替换 ============
 
     def _auto_promote_config(config_path: str, label: str, n_keep: int = 4) -> bool:
-        """检查配置中模型列表，如果发现有排名更高的新模型，替换掉最差的"""
+        """v3: 排名驱动的自动升级。
+        每次巡检检查配置里实际生效的 default_model（newapi-local 的），
+        如果排名第一的稳定模型不同且验证通过，就升级。不依赖"新模型/死模型"事件。"""
         if not os.path.exists(config_path):
             return False
-        # 新发现的稳定模型（不在 CANDIDATE_POOL 里的）
-        new_stable = [r for r in results if r["model"] not in CANDIDATE_POOL
-                      and r["stability"] == "stable" and r["rank_score"] > 0
-                      and r["model"] not in KNOWN_IGNORE]
-        if not new_stable:
-            return False
-        # 读取当前配置的模型列表
         with open(config_path) as f:
             cfg = yaml.safe_load(f)
-        current_models = cfg.get("providers", {}).get("newapi-local", {}).get("models", [])
-        if not current_models:
-            return False
-        # 对每个新模型，检查是否超过当前配置中的最低排名模型
+
         changed = False
-        for new_r in sorted(new_stable, key=lambda x: x["rank_score"], reverse=True):
-            # 如果已经存在，跳过
-            if new_r["model"] in current_models:
-                continue
-            # 找当前配置中排名最低的
-            ranked_current = sorted(
-                [r for r in results if r["model"] in current_models and r["stability"] != "dead"],
-                key=lambda x: x["rank_score"]
-            )
-            if not ranked_current or len(current_models) < n_keep:
-                continue
-            worst = ranked_current[0]
-            if new_r["rank_score"] > worst["rank_score"]:
-                idx = current_models.index(worst["model"])
-                print(f"  ⬆️ [{label}] 升级: {worst['model']}({worst['rank_score']}分) → {new_r['model']}({new_r['rank_score']}分)")
-                current_models[idx] = new_r["model"]
+
+        # ---------- A. 升级 providers.newapi-local.default_model ----------
+        prov = cfg.get("providers", {}).get("newapi-local", {})
+        current_default = prov.get("default_model", "")
+        # 排名第一的稳定模型（必须验证通过）
+        best_candidates = sorted(
+            [r for r in results if r["stability"] == "stable"
+             and _verify_model_usable(r["model"])],
+            key=lambda x: x["rank_score"], reverse=True
+        )
+        best_model = best_candidates[0]["model"] if best_candidates else None
+        if best_model and current_default != best_model:
+            print(f"  ⬆️ [{label}] default_model: {current_default or '(空)'} → {best_model} (排名第1)")
+            prov["default_model"] = best_model
+            changed = True
+
+        # ---------- B. 升级 model.default（仅当它指向 newapi-local 免费模型）----------
+        model_default = cfg.get("model", {}).get("default")
+        model_provider = cfg.get("model", {}).get("provider", "")
+        if model_default and model_provider == "newapi-local" and best_model and model_default != best_model:
+            # 当前模型不可用，或排名落后于第一名
+            cur = next((r for r in results if r["model"] == model_default), None)
+            cur_bad = cur is None or cur["stability"] != "stable"
+            cur_lower = cur is not None and best_model and best_candidates and cur["rank_score"] < best_candidates[0]["rank_score"]
+            if cur_bad or cur_lower:
+                print(f"  ⬆️ [{label}] model.default: {model_default} → {best_model} (排名驱动)")
+                cfg["model"]["default"] = best_model
+                cfg["model"]["base_url"] = "http://127.0.0.1:3000/v1"
+                cfg["model"]["api_key"] = "0ExNiLblJvIWBDpkS50fwOBw4MmqLyKdHJK5iQtlw9dOMWBP"
                 changed = True
+
         if changed:
-            cfg["providers"]["newapi-local"]["models"] = current_models
             with open(config_path, "w") as f:
                 yaml.dump(cfg, f, default_flow_style=False, allow_unicode=True, sort_keys=False)
-            print(f"  ✅ [{label}] 主动升级完成")
+            print(f"  ✅ [{label}] 排名驱动升级完成")
         return changed
 
     _auto_promote_config(CONFIG_PATH, "主配置")
diff --git a/soulful/cares-queue.json b/soulful/cares-queue.json
index ca0d73b1..b104b58c 100644
--- a/soulful/cares-queue.json
+++ b/soulful/cares-queue.json
@@ -6,10 +6,12 @@
       "context": "",
       "created_at": "2026-07-09T19:44:52.308215+00:00",
       "follow_up_date": "2026-07-31",
-      "status": "pending",
+      "status": "stale",
       "reminder_count": 6,
       "last_reminded": "2026-07-23T16:13:46.254173+00:00",
-      "tags": []
+      "tags": [],
+      "staled_at": "2026-07-31T17:35:21.830340+00:00",
+      "stale_reason": "超过14天未处理（创建于2026-07-09）"
     },
     {
       "id": "27ec4bb6",
@@ -17,10 +19,12 @@
       "context": "",
       "created_at": "2026-07-09T19:45:07.031106+00:00",
       "follow_up_date": "2026-07-31",
-      "status": "pending",
+      "status": "stale",
       "reminder_count": 6,
       "last_reminded": "2026-07-23T16:13:46.254543+00:00",
-      "tags": []
+      "tags": [],
+      "staled_at": "2026-07-31T17:35:21.830340+00:00",
+      "stale_reason": "超过14天未处理（创建于2026-07-09）"
     },
     {
       "id": "93d680f2",
@@ -28,11 +32,13 @@
       "context": "",
       "created_at": "2026-07-09T19:46:37.210399+00:00",
       "follow_up_date": "2026-07-31",
-      "status": "pending",
+      "status": "stale",
       "reminder_count": 6,
       "last_reminded": "2026-07-23T16:13:46.254680+00:00",
-      "tags": []
+      "tags": [],
+      "staled_at": "2026-07-31T17:35:21.830340+00:00",
+      "stale_reason": "超过14天未处理（创建于2026-07-09）"
     }
   ],
-  "updated_at": "2026-07-23T16:13:46.254699+00:00"
+  "updated_at": "2026-07-31T17:35:21.830340+00:00"
 }
\ No newline at end of file