Borrowing it
Nothing to install: this file belongs to u9401066/med-paper-assistant. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/u9401066/med-paper-assistant/master/.claude/skills/git-precommit/SKILL.mdgit clone --depth 1 https://github.com/u9401066/med-paper-assistantWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/u9401066/med-paper-assistant/git-precommit)<a href="https://agentmods.dev/skills/u9401066/med-paper-assistant/git-precommit"><img src="https://agentmods.dev/badge/skills/u9401066/med-paper-assistant/git-precommit/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/u9401066/med-paper-assistant/git-precommit"><img src="https://agentmods.dev/badge/skills/u9401066/med-paper-assistant/git-precommit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00063 | $0.01892 |
| Opus 5.5 | $0.00025 | $0.00757 |
| Sonnet 5.5 | $0.00013 | $0.00378 |
| Haiku 4.5 | $0.00006 | $0.00189 |
Grade B, and why
git-precommit scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Enumerates other installed skillsmediumAgent snooping
Other skills' SKILL.md files reveal prompts, capabilities and secrets that should be invisible to peers.
| G6.2 | Skill 數量 | `ls -d .claude/skills/*/` vs AGENTS.md | ⚠️ WARN | How it starts
The opening of the file, as written. The whole thing — 122 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Git 提交前工作流（編排器 + Pre-Commit Hooks）
Copilot Hooks（寫作時即時修正）定義於 auto-paper/SKILL.md。
Pre-Commit Hooks（本檔，git commit 前最終把關）只報告不自動修改。
觸發：「commit」「推送」「做完了」「收工」「快速 commit」
Step 0: 偵測變更範圍
get_changed_files() 或 git diff --cached --name-only。
論文檔案模式：projects/*/drafts/*, projects/*/concept.md, projects/*/references/*, projects/*/.memory/*
→ 匹配時觸發 Paper Hooks。
通用 Hooks（每次觸發）
| Hook | 條件 | 動作 | MCP Tools |
|---|---|---|---|
| G1 memory-sync | 必要 | 更新 Memory Bank + workspace state | memory_bank_update_progress, workspace_state_action(action="sync") |
| G2 readme-update | 新功能/API 變更 | 更新 README | read_file, replace_string_in_file |
| G3 changelog-update | 版本/重要修改 | 更新 CHANGELOG | 同上 |
| G4 roadmap-update | 里程碑完成 | 更新 ROADMAP | 同上 |
| G5 arch-check | 結構性變更 | 檢查架構文檔 | grep_search, list_dir |
| G6 project-integrity | SKILL/AGENTS/src 變更 | 專案一致性審計 | 見下方 |
| G7 vsx-integrity | skills/prompts/vsx 變更 | VSX Extension 同步 | 見下方 |
| G8 doc-update-reminder | 任何程式/設定變更 | 提醒需更新的文檔 | scripts/check-doc-updates.py (pre-commit hook) |
| G9 git-status-check | 必要 | 偵測未 commit/未 push（Code-Enforced） | run_quality_checks(action="writing_hooks", hooks="G9") |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 122 lines · 63 tokens per session scan B 1c5227ddc1fa
git-precommit is a skill published in the GitHub repository u9401066/med-paper-assistant (12 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 63 tokens to every session and 1,892 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it B with 1 finding (enumerates other installed skills). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
git-hooks-setup
Use when setting up git hooks (pre-commit, commit-msg, pre-push) with husky or native hooks for linting, formatting, commit conventions, and secret scanning.
git-workflow
Branching, committing, PR creation, merge strategies, and git history management.
work-unit-commits
Plan commits as reviewable work units. Trigger: implementation, commit splitting, chained PRs, or keeping tests and docs with code.
git-commit
Generate well-formatted git commit messages following conventional commit standards.
engineer-bot-getting-started
An onboarding guide for an engineering delivery assistant. It helps define a repository, the allowed level of access, and the work needed before reviewing a code change.
engineer-bot-ops
A workflow for carrying an engineering task from scope through implementation and reviewable delivery. It works with a repository's branch, existing changes, rules, checks, and permissions while separating completed, unverified, and next-step work.