Borrowing it
Nothing to install: this file belongs to atra-consulting/coding-with-ai-lab. 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/atra-consulting/coding-with-ai-lab/main/CLAUDE.mdgit clone --depth 1 https://github.com/atra-consulting/coding-with-ai-labWrote 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/instructions/atra-consulting/coding-with-ai-lab/claude-md)<a href="https://agentmods.dev/instructions/atra-consulting/coding-with-ai-lab/claude-md"><img src="https://agentmods.dev/badge/instructions/atra-consulting/coding-with-ai-lab/claude-md/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/instructions/atra-consulting/coding-with-ai-lab/claude-md"><img src="https://agentmods.dev/badge/instructions/atra-consulting/coding-with-ai-lab/claude-md.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 | $0.03551 | $0.03551 |
| Opus 5.5 | $0.01420 | $0.01420 |
| Sonnet 5.5 | $0.00710 | $0.00710 |
| Haiku 4.5 | $0.00355 | $0.00355 |
Grade A, and why
coding-with-ai-lab 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 9d 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 — 147 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
Project knowledge for Claude Code and GitHub Copilot CLI. Claude Code loads this
file. Copilot CLI loads it too (next to AGENTS.md, which only points
here). Keep tool-neutral wording here.
Project
Full-stack CRM application. Node.js/TypeScript (Express + Drizzle ORM + libSQL/SQLite via @libsql/client) backend, Angular 21 frontend. German domain model: Firma, Person, Abteilung, Adresse, Aktivitaet, Chance. Local SQLite file at backend/data/crmdb.sqlite; production runs on Turso cloud when TURSO_DATABASE_URL is set. Authentication via hardcoded users (backend/src/config/users.ts, bcrypt-hashed passwords), session-based and persisted to the sessions table (LibsqlSessionStore). 3 users: admin/admin123 (ADMIN), user/test123 (USER), demo/demo1234 (ADMIN). Enforcement is role-based via requireRole('ADMIN'); users also carry a permissions array, but no requirePermission middleware is wired up.
Autonomous Agents (advanced workshop)
Two independent CI agents. Each runs Claude Code or Copilot CLI (engine input, default claude). Both are documented in full in docs/specs/SPEC-API-TASKS.md.
- Agent-task runner — drains the
agent_tasktable (sourcesEMAIL,GITHUB_ISSUE,APP_LOG,ERROR_REPORT; lifecycleOPEN → IN_PROGRESS → DONE | REJECTED) via the/api/agent-tasksAPI, decides solve-or-reject, implements, and merges. Admin dashboard at/admin/agent-tasks. Workflow.github/workflows/agent-task-runner.yml, prompts.claude/prompts/agent-*.md. - GitHub-issue agent — works real GitHub issues labelled
Refinement needed, one per run, triggered from thesolve-github-issuescard in/admin/cron. Implements-or-asks; opens a PR againstmain(never merged) or comments a question and addsInput needed. Status tracked on GitHub Project board #7. Workflow.github/workflows/github-issue-agent.yml, prompt.claude/prompts/agent-github-refinement.md.
Agent endpoints authenticate with requireAgentToken (AGENT_API_TOKEN); cron triggers with requireCronAuth (CRON_SECRET or admin session). See docs/specs/SPEC-API-TASKS.md for endpoint signatures, required secrets, and board mechanics.
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.
- 9d ago Changed · +89 lines · +2,473 tokens per session 4f36f21a700c
- 1mo ago Changed · +18 tokens per session 10ba9543a318
- 2mo ago First seen · 58 lines · 1,060 tokens per session scan A 1aa315d42cd7
coding-with-ai-lab CLAUDE.md is an instructions file published in the GitHub repository atra-consulting/coding-with-ai-lab (5 stars, last pushed 8d ago), licensed MIT. It adds 3,551 tokens to every session, about $0.0142 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 2026-08-31.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.