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Strip AI-tell patterns from prose before it lands in docs or PR text. A catalog of the words, punctuation, and sentence shapes that mark machine writing, each paired with the fix. Run it over any markdown you wrote.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Drive one GitHub issue through the full self-driving lifecycle in an isolated worktree: investigate, plan, implement, verify, review, PR, wait for CI, and clean up. Every phase is gated and every state transition goes through the gh_issue_run.py state machine, never a hand edit. Dispatches the implementer and the four review subagents; does not merge its own PR.
The top-level self-driving loop. Orients against repo and run state, resumes an active run or selects the highest-priority unblocked GitHub issue, routes large issues through /gh-runbook and the rest straight to /gh-issue, drives the issue to a green PR against dev through gated subagent phases, mirrors the review locally with /gh-review, records lessons, and squash-merges only after rechecking the completed run and current GitHub state. One issue per invocation.
A local pull-request review that mirrors the CI review criteria so self-review and CI cannot drift: build, lint, tests, architecture, and the leak scan, run through the same scripts CI runs. Works on a PR number or on the local diff dev...HEAD. Sorts the diff into file buckets and ends with exactly one verdict.
Turn an audit, a scope, or a large issue into a parent runbook plus a set of grouped child issues. Produces a plan and a child-issue manifest (title, body, labels, milestone, blocked-by), then creates them with a script that dry-runs by default and only writes to GitHub when --apply is passed. Feeds /work.
Save and restore run state across a context compaction. Maintains a MEMORY.md whiteboard (current state, in progress, next, decisions, blockers) capped at 200 lines under the active run directory. Documents the protocol the save-session (PreCompact) and context-loader (SessionStart) hooks already run.
The in-session delegation engine /work uses to implement. One fresh subagent per task, parallel batches for independent tasks with disjoint file ownership dispatched in one message, and the fixed review order spec then quality then architecture then security. The orchestrator delegates and never implements.
| name | humanizer |
| version | 1.0.0 |
| description | Strip AI-tell patterns from prose before it lands in docs or PR text. A catalog of the words, punctuation, and sentence shapes that mark machine writing, each paired with the fix. Run it over any markdown you wrote. |
| allowed-tools | ["Read","Edit","Grep"] |
Make repository prose read like a person wrote it. The banned-vocabulary rule
in .agents/rules/documentation.md is the gate; this skill is the technique
for passing it and for catching the softer tells the lint cannot see.
-- or the character): rewrite as a comma, a period, or
parentheses. This repo bans them outright.The edited file, plus a short note listing which tells were found and fixed, so the next reader can spot the pattern faster than the grep did.