Agent skill

Skill Comply

by affaan-m in affaan-m/ECC

スキル、ルール、エージェント定義が実際に遵守されているかを可視化する——3種類のプロンプト厳格度レベルのシナリオを自動生成し、エージェントを実行し、動作シーケンスを分類し、完全なツール呼び出しタイムラインの遵守率をレポートする

MITAuto-check passed

Install Skill Comply

skills CLI
$ npx skills add affaan-m/ECC --skill skill-comply -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install affaan-m/ECC skill-comply --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .claude/skills && cp -r skills-src/docs/ja-JP/skills/skill-comply .claude/skills/skill-comply && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
skill-comply
GitHub stars
276k
Token cost
~369 tokens
SKILL.md length
49 words
Files
1
Skills in repo
683
Repo updated
First seen
Licence
MIT

At a glance

スキル、ルール、エージェント定義が実際に遵守されているかを可視化する——3種類のプロンプト厳格度レベルのシナリオを自動生成し、エージェントを実行し、動作シーケンスを分類し、完全なツール呼び出しタイムラインの遵守率をレポートする

  • Works in 6 steps: 任意の .md ファイルから期待される動作シーケンス(仕様)を自動生成する → プロンプトの厳格度が段階的に低下するシナリオを自動生成する(支持的 → 中立的… → claude -p を実行し、stream-json… → …
  • SKILL.md covers サポートされるターゲット, 起動条件, 使い方 and 重要なコンセプト:プロンプト独立性, plus 1 more section
  • Calls uv and claude

What it does

Skill Comply is an agent skill from affaan-m/ECC. スキル、ルール、エージェント定義が実際に遵守されているかを可視化する——3種類のプロンプト厳格度レベルのシナリオを自動生成し、エージェントを実行し、動作シーケンスを分類し、完全なツール呼び出しタイムラインの遵守率をレポートする

Its SKILL.md is about 370 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. The licence is MIT.

Example prompts

  • “/skill-comply”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. 任意の .md ファイルから期待される動作シーケンス(仕様)を自動生成する
  2. プロンプトの厳格度が段階的に低下するシナリオを自動生成する(支持的 → 中立的 → 競合的)
  3. claude -p を実行し、stream-json 経由でツール呼び出しトレースを取得する
  4. 正規表現ではなくLLMを使用してツール呼び出しを仕様ステップに分類する
  5. 決定論的に時系列順を確認する
  6. 仕様、プロンプト、タイムラインを含む自己完結型レポートを生成する

What it can do on your machine

Read from SKILL.md and the folder at commit 4eb71d9. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • uv
    • claude

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Skill Comply loads about 369 tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 49 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~32
When it runs · the whole SKILL.md, loaded when a task matches
~369

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from affaan-m/ECC at commit 4eb71d9, republished under its MIT licence (© affaan-m). 49 words, ~369 tokens.

Download SKILL.mdSave it as .claude/skills/skill-comply/SKILL.md (or your agent's skills folder).
name
skill-comply
description
スキル、ルール、エージェント定義が実際に遵守されているかを可視化する——3種類のプロンプト厳格度レベルのシナリオを自動生成し、エージェントを実行し、動作シーケンスを分類し、完全なツール呼び出しタイムラインの遵守率をレポートする
origin
ECC
tools
Read, Bash

skill-comply:自動化された遵守測定

コーディングエージェントがスキル、ルール、またはエージェント定義を実際に遵守しているかを以下の方法で測定する:

  1. 任意の .md ファイルから期待される動作シーケンス(仕様)を自動生成する
  2. プロンプトの厳格度が段階的に低下するシナリオを自動生成する(支持的 → 中立的 → 競合的)
  3. claude -p を実行し、stream-json 経由でツール呼び出しトレースを取得する
  4. 正規表現ではなくLLMを使用してツール呼び出しを仕様ステップに分類する
  5. 決定論的に時系列順を確認する
  6. 仕様、プロンプト、タイムラインを含む自己完結型レポートを生成する

サポートされるターゲット

  • スキル(skills/*/SKILL.md):検索優先、TDDガイドなどのワークフロースキル
  • ルール(rules/common/*.md):testing.md、security.md、git-workflow.md などの強制的なルール
  • エージェント定義(agents/*.md):エージェントが期待される場面で呼び出されるか(内部ワークフロー検証は未サポート)

起動条件

  • ユーザーが /skill-comply <path> を実行する
  • ユーザーが「このルールは本当に遵守されているか?」と尋ねる
  • 新しいルール/スキルを追加した後、エージェントの遵守を確認する
  • 品質メンテナンスの一環として定期的に実行する

使い方

bash
# Full run
uv run python -m scripts.run ~/.claude/rules/common/testing.md

# Dry run (no cost, spec + scenarios only)
uv run python -m scripts.run --dry-run ~/.claude/skills/search-first/SKILL.md

# Custom models
uv run python -m scripts.run --gen-model haiku --model sonnet <path>

重要なコンセプト:プロンプト独立性

プロンプトが明示的にサポートしていない場合でも、スキル/ルールが遵守されるかどうかを測定する。

レポートの内容

レポートは自己完結型で、以下を含む:

  1. 期待される動作シーケンス(自動生成された仕様)
  2. シナリオプロンプト(各厳格度レベルで尋ねる内容)
  3. 各シナリオの遵守スコア
  4. LLM分類ラベル付きのツール呼び出しタイムライン
高度な内容(オプション)

フックに精通したユーザー向けに、レポートには遵守率が低いステップに対するフック強化の推奨事項も含まれる。これは参考情報——主要な価値は遵守性自体の可視化にある。

© affaan-m, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in docs/ja-JP/skills/skill-comply of affaan-m/ECC.

Open the folder on GitHubat commit 4eb71d9

Compare with similar skills

Skill Comply next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Skill Comply compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill Comply this skillaffaan-m/ECC276k—~369Automated safety check: PassMIT
Hoa Violation Responsemohitagw15856/pm-claude-skills1.4k—~1.3kAutomated safety check: PassMIT
Format Importsfeisuzhu/thbattle416—~126Automated safety check: PassGPL-3.0
Compliancevivy-yi/xiaohongshu-skills481—~1.7kAutomated safety check: PassNone
Genshijin HelpInterfaceX-co-jp/genshijin332—~299Automated safety check: PassMIT
Skill Authoringmicrosoft/GitHub-Copilot-for-Azure255—~839Automated safety check: PassMIT

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Questions about Skill Comply

What does Skill Comply do?

スキル、ルール、エージェント定義が実際に遵守されているかを可視化する——3種類のプロンプト厳格度レベルのシナリオを自動生成し、エージェントを実行し、動作シーケンスを分類し、完全なツール呼び出しタイムラインの遵守率をレポートする. Skill Comply is an agent skill from affaan-m/ECC.

How do I install Skill Comply in Claude Code?

Run `npx skills add affaan-m/ECC --skill skill-comply -a claude-code`. Or copy the skill folder (docs/ja-JP/skills/skill-comply in affaan-m/ECC) into .claude/skills/skill-comply in your project. Claude Code loads it when a task matches its description.

How do I install Skill Comply in Codex?

Run `npx skills add affaan-m/ECC --skill skill-comply -a codex`. Or copy the skill folder (docs/ja-JP/skills/skill-comply in affaan-m/ECC) into .agents/skills/skill-comply in your project. Codex loads it when a task matches its description.

Can I use Skill Comply in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add affaan-m/ECC --skill skill-comply -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-comply, .gemini/skills/skill-comply, .github/skills/skill-comply and .opencode/skills/skill-comply in your project.

What does Skill Comply need to run?

Going by SKILL.md and its folder, Skill Comply needs the command-line tools its instructions call (uv and claude). Our summary lists: Python 3.

Does Skill Comply access the network?

SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Skill Comply safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Skill Comply use?

Skill Comply is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Skill Comply use?

About 369 tokens (SKILL.md is roughly 1.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Skill Comply?

Skills that share tags, products or a category with Skill Comply: Hoa Violation Response (mohitagw15856/pm-claude-skills, 1.4k stars), Format Imports (feisuzhu/thbattle, 416 stars), Compliance (vivy-yi/xiaohongshu-skills, 481 stars) and Genshijin Help (InterfaceX-co-jp/genshijin, 332 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill Comply?

affaan-m (a GitHub user) maintains it in affaan-m/ECC, which has 276,111 GitHub stars. The repository holds 683 skills in this directory. The repository was last updated on October 10, 2026.

Source: affaan-m/ECC on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.