菜单
Audit installed Claude/Codex agents, skills, commands, metadata-level reference counts, and source-level token pressure to decide what to prune, keep, or route. This inventory skill does not mine historical correction content or decide the current session's handoff state.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Review and edit Korean technical docs, READMEs, UI copy, and prompts when terminology sounds machine-translated or a canonical English term was unnecessarily translated. Classify each disputed term as canonical English to preserve, established Korean to keep, or an awkward calque to rewrite naturally. Also strips surface AI-tell symbols from Korean prose — em/en dashes and spaced --, arrows (→), curly/smart quotes, ellipsis (…), and middle-dot (·) bullets or noun enumerations. Use for 기술 용어, 번역투, 직역, 영어로 써야 할 표현, 원어 유지, 한글화가 어색함, 용어 통일, 화살표 제거, em대시 없애, 가운뎃점 없애, AI 티 기호, AI slop 기호, Korean technical writing, or terminology review. Do not use as a general spelling or tone checker.
Auto-research and improve a repo's skills, hooks, and scripts: external real-world web research + internal audit + Codex cross-model verification, behind a propose then approve then apply gate with freeze-on-success and auto-revert. Use when asked to improve, audit, harden, or research-improve skills/hooks/scripts in the current repo.
Use public web, GitHub, social/community, video, RSS, and career search surfaces from the CLI/MCP when local repo evidence is not enough. Routes to public-only research tools while avoiding internal/company URLs and secret-bearing pages.
Clean up runaway/orphaned agent processes: stuck zip/tail/python/node, high CPU, dead Claude/Codex/OMX sessions.
Diagnose codegraph/serena MCP setup, Codex config, and per-repo indexes when code intelligence is broken or stale.
Check Claude/Codex/OMX context, cache, headroom, and handover pressure; advise continue, compact, clear, or hand off.
| name | agent-usage-audit |
| description | Audit installed Claude/Codex agents, skills, commands, metadata-level reference counts, and source-level token pressure to decide what to prune, keep, or route. This inventory skill does not mine historical correction content or decide the current session's handoff state. |
Prefer deterministic local audit scripts. Do not paste transcript contents, prompts, raw command output, private paths, or project text.
Resolve the dotfiles checkout explicitly before running its repo-backed helpers:
DOTFILES_DIR="${DOTFILES_DIR:-$HOME/work/dotfiles}"
test -f "$DOTFILES_DIR/scripts/agent_usage_audit.py"
python3 "$DOTFILES_DIR/scripts/agent_usage_audit.py"
Use this to separate installed local assets, recent usage signals, and gaps where an install exists but usage is absent or unproven. Counts are references, not successful outcomes.
python3 "$DOTFILES_DIR/scripts/agent_usage_audit.py" session-report --since 7d --format markdown --redact
Use this when deciding where token pressure is coming from across RTK, Claude local logs, and Codex local logs. The report separates exact counters from estimated tool-result pressure.
python3 "$DOTFILES_DIR/scripts/rtk_safety_report.py" --since 30d
Use this to inspect fallback, explicit bypass, and repeat-after-compression candidate counts. Repeat candidates are correlation only: same hashed command and cwd within the repeat window after a high-compression event.