Cross-session audit using weighted scoring to generate ranked rule integrations.
Cross-session audit using weighted scoring to generate ranked rule integrations.
npx skills add https://github.com/hamanpaul/custom-skills --skill codex-project-insights이 명령을 Claude Code에 복사하여 붙여넣어 스킬을 설치하세요
Aggregate per-project Copilot premium requests and Codex token usage from local session logs, then generate a markdown table with totals for usage/quota assessment.
Guide for building and independently verifying Broadcom BGW720 images after prplWare patch integration. Use this when checking remote freshness, building in Docker, monitoring logs, and validating artifacts in both the working tree and a fresh verification clone.
將 Broadcom prplWare patch bundle 套用到 BGW720 worktree 的流程。用於比較新舊 patch drop、比對目前 repo 差異、判斷哪些檔案可直接覆蓋，以及依 `notes.txt` 或 release note 決定 impl107 helper driver patch 要套進 source 還是只保留為 repo artifact。
Run full self-maintenance cycle (insights + lesson + ACP decision + AGENTS integration + optional commit) across Codex and Copilot sessions.
Run a smux-native manager/worker workflow over tmux panes with task envelopes, sanitized context mirrors, and optional thin helper scripts.
Orchestrate multi-agent short-lived jobs with run/jobs/stat/stop/kill/cron-run plus relay send/replay.
| name | codex-project-insights |
| description | Cross-session audit using weighted scoring to generate ranked rule integrations. |
Use for periodic project-level audits (manual or cron).
~/.codex/sessions/*.jsonl (default --sessions-root)~/.copilot/session-state/*/ (via --extra-sessions-root)~/.codex/history.jsonlhalf_life_days = 21score = 0.55*short_window + 0.30*long_window + 0.15*severityshort_window = 14 dayslong_window = 90 daysadd threshold = 0.65 (2 consecutive cycles)remove threshold = 0.25 (4 consecutive cycles).agents/AGENTS.md..agents/skills/custom/codex-project-insights/scripts/project_insights.py.agents/skills/custom/codex-project-insights/scripts/self_evolve_cycle.pyinsights-<timestamp>.jsonintegration-<timestamp>.jsoncycle-<timestamp>.json (if full cycle)score