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 skills/tae2089/code-context-graph/ccgnpx skills add tae2089/code-context-graph --skill ccggit 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 | $0.00093 | $0.00158 |
| Opus 5 | $0.00046 | $0.00079 |
| Sonnet 5 | $0.00019 | $0.00032 |
| Haiku 4.5 | $0.00009 | $0.00016 |
Grade A, and why
ccg 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.
What it actually says
CCG Runtime Adapter
Read the canonical CCG skill completely before acting. Resolve its linked resources relative to the canonical skill directory and follow its fast-search budget, routing, and completion instructions for the current task.
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 · 12 lines · 93 tokens per session scan A 3b9640f3e0f4
ccg is a skill published in the GitHub repository tae2089/code-context-graph (17 stars, last pushed 11d ago), licensed MIT. It adds 93 tokens to every session and 158 once invoked, about $0.0005 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 skills, from other repositories
go-idioms
写 Go 时使用。地道 Go：错误处理、并发、接口的正确姿势。.
migrate-goldmark-extension-v1-to-v2
Migrate goldmark extension from goldmark v1 to v2.
use-modern-go
Use the Modern Go Guidelines CLI whenever writing, modifying, fixing, or refactoring Go code. Apply its version-specific guidance to generated changes.
sq-actions-dependabot
Reviews and merges Dependabot pull requests for GitHub Actions (the github-actions ecosystem) that bump uses: pins in .github/workflows/. Use for Dependabot githubactions PRs (branches like dependabot/githubactions/...), not go.mod or site/ Bun PRs.
readme-generate
從原始碼分析自動生成雙語 README。當使用者請求為專案建立 README、需要從程式碼庫生成 README.md（英文）和 README.zh.md（中文）、或希望為其函式庫/套件建立一致的多語言文件時使用。.
code-review-codex
Use the external codex CLI as a second-opinion reviewer for pi-go. This skill is for read-only review and findings, not code editing. The only intended output is ./specs/issues/002-code-review-codex/PROMPT.md.