Borrowing it
Nothing to install: this file belongs to giauphan/codeatlas-platform. 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/giauphan/codeatlas-platform/main/.claude/skills/codeatlas-implement/SKILL.mdgit clone --depth 1 https://github.com/giauphan/codeatlas-platformWrote 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/giauphan/codeatlas-platform/codeatlas-implement)<a href="https://agentmods.dev/skills/giauphan/codeatlas-platform/codeatlas-implement"><img src="https://agentmods.dev/badge/skills/giauphan/codeatlas-platform/codeatlas-implement/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/giauphan/codeatlas-platform/codeatlas-implement"><img src="https://agentmods.dev/badge/skills/giauphan/codeatlas-platform/codeatlas-implement.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00017 | $0.00794 |
| Opus 5.5 | $0.00007 | $0.00318 |
| Sonnet 5.5 | $0.00003 | $0.00159 |
| Haiku 4.5 | $0.00002 | $0.00079 |
Grade A, and why
codeatlas-implement 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 — 48 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CodeAtlas Implementation
-
Run
git status --short. -
Identify feature entry points with CodeAtlas MCP
trace_feature_floworsearch_entitieswhen available. -
Read related source, dependencies, and tests.
-
Choose the smallest change that satisfies the request.
-
Keep HTTP/MCP code in
src/presentation, business logic insrc/services, and persistence insrc/databaseor repositories. -
Use SQLite +
sqlite-vecas default behavior. Do not make PostgreSQL required for local work. -
Add regression coverage for changed behavior.
-
Run:
pnpm run build pnpm test -
Review
git diff --checkand final diff. -
Call
sync_system_memorywith a concise change description.
Do not reset, clean, stash, commit, push, or alter unrelated files. Report any unavailable or failing check.
Pipeline verification gates (CI parity)
Features and refactors now ship through a strict CI pipeline. Match these gates locally before finishing so CI stays green:
- Root gates:
pnpm run typecheck,pnpm run build,pnpm test(Node built-in test runner). - Dashboard gates:
cd dashboard && pnpm run typecheck,pnpm run build,pnpm test(vitest). - Dashboard TypeScript is
strict: truewithnoFallthroughCasesInSwitch. Unused-symbol checks (noUnusedLocals/noUnusedParameters) are intentionally off because pre-existing unused locals are widespread; do not re-enable them unless you also clean up every affected component. - Dashboard tests require jsdom 29 and
undici@^7(pnpm-workspace.yamloverride isundici: ^7.25.0). Never pin undici below 7; jsdom 29 importsundici/lib/handler/wrap-handler.js, which does not exist in undici 6. - CI security job runs
pnpm audit --prod --audit-level=highand gitleaks with nocontinue-on-error. Never put key-shaped strings in tests or fixtures (e.g.ca_test_key_12345was caught by gitleaks); use innocuous placeholders liketest-token. - CI jobs: build (root + dashboard typecheck/build/tests), sqlite (
CODEATLAS_DB_TYPE=sqlite,CODEATLAS_SQLITE_PATHunder the workspace), security (audit + gitleaks). Workflow has concurrency cancellation and least-privilege permissions.
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 · 48 lines · 17 tokens per session scan A 3c4a3b2290ca
codeatlas-implement is a skill published in the GitHub repository giauphan/codeatlas-platform (12 stars, last pushed 2d ago), licensed MIT. It adds 17 tokens to every session and 794 once invoked, about $0.0001 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.
codeatlas-implement compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| codeatlas-implementgiauphan/codeatlas-platform | Skill | 12 | 2d ago | MIT | A | 17 | Claude Code |
| nexus-mapperHaaaiawd/Nexus-skills | Skill | 167 | 7mo ago | none | A | 118 | Claude Code, Codex |
| nexus-queryHaaaiawd/Nexus-skills | Skill | 167 | 7mo ago | none | A | 119 | Claude Code, Codex |
| ch015-verifierch015/code-pentester | Skill | 4 | 19d ago | MIT | A | 37 | Claude Code, Codex |
| ch015-feedbackch015/code-pentester | Skill | 4 | 19d ago | MIT | A | 30 | Claude Code, Codex |
| ch015-pentestch015/code-pentester | Skill | 4 | 19d ago | MIT | A | 35 | Claude Code, Codex |
| ch015-redteamch015/code-pentester | Skill | 4 | 19d ago | MIT | A | 41 | Claude Code, Codex |