Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/tae2089/code-context-graph/claude-mdgit clone --depth 1 https://github.com/tae2089/code-context-graphWhat 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 | $0.01336 | $0.01336 |
| Opus 5 | $0.00668 | $0.00668 |
| Sonnet 5 | $0.00267 | $0.00267 |
| Haiku 4.5 | $0.00134 | $0.00134 |
Grade A, and why
code-context-graph CLAUDE.md 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 2d 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 — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.
code-context-graph
코드베이스를 Tree-sitter로 파싱하여 지식 그래프를 구축하는 로컬 코드 분석 도구.
Follow the global prompt rules first. This file adds project-specific skill routing for a project that uses the agent-team CLI (github.com/tae2089/agent-team) as its durable work ledger.
MCP 서버
.mcp.json에 등록된 ccg MCP 서버가 18개 도구를 제공합니다:
parse_project,build_or_update_graph,run_postprocessget_node,search,describe,query_graph,list_graph_stats,list_namespaces,get_minimal_contextget_impact_radius,trace_flow,list_cross_refsdetect_changes,get_affected_flows,list_flowsget_annotationget_doc_content
HTTP 모드 (--transport streamable-http)에서는 /health 및 /webhook 엔드포인트도 제공합니다.
Webhook은 --allow-repo 플래그로 허용 리포지토리를 설정하면 활성화됩니다.
레포별 브랜치 필터링: --allow-repo "org/api:main,develop" (glob 패턴, 미지정 시 main/master 기본).
GitHub (X-Hub-Signature-256) 및 Gitea (X-Gitea-Signature, X-Gitea-Event) 호환.
Push 이벤트 수신 → 자동 clone/pull → 그래프 빌드 → DB 저장 파이프라인.
Graceful shutdown: SIGINT/SIGTERM 시 진행 중인 clone/build에 context cancel 전파.
CLI Skills (4개)
| Skill | 설명 |
|---|---|
/ccg |
코어 빌드 & 검색 — 파싱, 그래프 빌드, 쿼리, 검색 |
/ccg-analyze |
코드 분석 — 영향 반경, 플로우 추적, 데드코드, 아키텍처 |
/ccg-annotate |
어노테이션 시스템 — AI 어노테이션 워크플로우, 태그 레퍼런스 |
/ccg-docs |
문서 — 문서 생성, RAG 인덱싱, lint |
주요 커맨드:
ccg build [dir]— 코드 그래프 빌드 (--exclude,--no-recursive지원)ccg search <query>— 전문 검색 (어노테이션 포함)ccg docs [--out dir]— 마크다운 문서 생성ccg lint [--strict]— 문서 품질 체크ccg annotate [file|dir]— AI 어노테이션 생성
.ccg.yaml로 exclude 패턴, DB 설정 등을 프로젝트 기본값으로 관리할 수 있습니다.
문서
상세 문서는 guide/ 디렉토리를 참조하세요:
- CLI Reference — 전체 명령어, 플래그, 설정 파일
- MCP Tools — 18개 MCP 도구, Skills, AI-Driven Annotation
- Annotations — 어노테이션 태그, 예시, 검색
- Webhook — Webhook sync, 브랜치 필터링, HMAC, graceful shutdown
- Docker — Docker 빌드, MCP 서버, PostgreSQL 배포
- Development — 개발 가이드, Integration test, 프로젝트 구조
- Architecture — 데이터 흐름, 컴포넌트, DB 스키마
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.
- 2d ago First seen · 76 lines · 1,336 tokens per session scan A 5c4bc03a4535
code-context-graph CLAUDE.md is an instructions file published in the GitHub repository tae2089/code-context-graph (17 stars, last pushed 11d ago), licensed MIT. It adds 1,336 tokens to every session, about $0.0067 per session on Opus 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.
Other instructions, from other repositories
ollama AGENTS.md
Instructions for ollama/ollama, covering agents.md and building.
go-micro CLAUDE.md
Instructions for micro/go-micro, covering claude.md - go micro project guide, project overview, build & test, run all tests and run tests for a specific package.
ollama CLAUDE.md
Instructions for ollama/ollama: See AGENTS.md for the shared agent instructions for this repository.
sq AGENTS.md
Instructions for neilotoole/sq, covering agents.md, about sq, key documents, common commands and conventions.
azure-sdk-for-go go-examples.instructions.md
Instructions for Azure/azure-sdk-for-go, a project described as: This repository is for active development of the Azure SDK for Go. For consumers of the SDK we recommend visiting our public developer docs at.
azure-sdk-for-go go-code.instructions.md
Instructions for Azure/azure-sdk-for-go: All code should follow the guidelines from the Azure Go SDK Guidelines. This document is a summary of the most important guidelines to follow when contributing to the Azure Go SDK.