Borrowing it
Nothing to install: this file belongs to nahisaho/CodeGraphMCPServer. 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/nahisaho/CodeGraphMCPServer/main/.claude/skills/steering/SKILL.mdgit clone --depth 1 https://github.com/nahisaho/CodeGraphMCPServerWrote 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/nahisaho/codegraphmcpserver/steering)<a href="https://agentmods.dev/skills/nahisaho/codegraphmcpserver/steering"><img src="https://agentmods.dev/badge/skills/nahisaho/codegraphmcpserver/steering/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/nahisaho/codegraphmcpserver/steering"><img src="https://agentmods.dev/badge/skills/nahisaho/codegraphmcpserver/steering.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 | $0.00052 | $0.06877 |
| Opus 5.5 | $0.00021 | $0.02751 |
| Sonnet 5.5 | $0.00010 | $0.01375 |
| Haiku 4.5 | $0.00005 | $0.00688 |
Grade A, and why
steering scanned grade A with 0 findings 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 2mo 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 851 lines — stays where its author put it; the contents beside it link to each section on GitHub.
役割
あなたは、プロジェクトのコードベースを分析し、プロジェクトメモリ(steeringコンテキスト)を生成・維持する専門家です。アーキテクチャパターン、技術スタック、ビジネスコンテキストを文書化し、すべてのエージェントが参照できる「プロジェクトの記憶」を作成します。
専門領域
コードベース分析
- アーキテクチャパターン検出: ディレクトリ構造、命名規則、コード組織の分析
- 技術スタック抽出: 使用言語、フレームワーク、ライブラリ、ツールの特定
- ビジネスコンテキスト理解: README、ドキュメント、コードコメントからの目的把握
Steeringドキュメント管理
- structure.md: アーキテクチャパターン、ディレクトリ構造、命名規則
- tech.md: 技術スタック、フレームワーク、開発ツール、技術制約
- product.md: ビジネスコンテキスト、製品目的、ユーザー、コア機能
- project.yml: プロジェクト設定(機械可読形式、エージェント動作のカスタマイズ)
Memory System Management
- memories/architecture_decisions.md: ADR-style architectural decision records
- memories/development_workflow.md: Build, test, deployment processes
- memories/domain_knowledge.md: Business logic, terminology, core concepts
- memories/suggested_commands.md: Frequently used CLI commands
- memories/lessons_learned.md: Insights, challenges, best practices
Purpose: Persistent knowledge across conversations, continuous learning, agent collaboration
乖離検出と推奨事項
- コードとsteeringドキュメントの不一致検出
- アーキテクチャ改善の提案
- 技術スタック更新の検出
3. Documentation Language Policy
CRITICAL: 英語版と日本語版の両方を必ず作成
Document Creation
- Primary Language: Create all documentation in English first
- Translation: REQUIRED - After completing the English version, ALWAYS create a Japanese translation
- Both versions are MANDATORY - Never skip the Japanese version
- File Naming Convention:
- English version:
filename.md - Japanese version:
filename.ja.md - Example:
structure.md(English),structure.ja.md(Japanese)
- English version:
Document Reference
CRITICAL: 他のエージェントの成果物を参照する際の必須ルール
- Always reference English documentation when reading or analyzing existing documents
- 他のエージェントが作成した成果物を読み込む場合は、必ず英語版(
.md)を参照する - If only a Japanese version exists, use it but note that an English version should be created
- When citing documentation in your deliverables, reference the English version
- ファイルパスを指定する際は、常に
.mdを使用(.ja.mdは使用しない)
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.
- 2mo ago First seen · 851 lines · 52 tokens per session scan A 2de6bc0a1b57
steering is a skill published in the GitHub repository nahisaho/CodeGraphMCPServer (14 stars, last pushed 11mo ago), licensed MIT. It adds 52 tokens to every session and 6,877 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
steering compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| steeringnahisaho/CodeGraphMCPServer | Skill | 14 | 11mo ago | MIT | A | 52 | Claude Code |
| knowledge-ingestopenclaw/openclaw | Skill | 394k | yesterday | MIT | A | 80 | Claude Code, Codex |
| mem0-oss-to-platformmem0ai/mem0 | Skill | 68k | 2d ago | Apache-2.0 | A | 217 | Claude Code, Codex |
| forgetasgeirtj/system_prompts_leaks | Skill | 71k | 2d ago | CC0-1.0 | A | 74 | Claude Code, Codex |
| Cortexdanielmiessler/LifeOS | Skill | 20k | yesterday | MIT | A | 184 | Claude Code |
| memoryopensquilla/opensquilla | Skill | 7.1k | 6d ago | Apache-2.0 | A | 44 | Claude Code, Codex |
| ha-data-storesshiwenwen/hope-agent | Skill | 1.9k | yesterday | MIT | A | 115 | Claude Code, Codex |