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/atra-consulting/coding-with-ai-lab/agents-mdgit clone --depth 1 https://github.com/atra-consulting/coding-with-ai-labWhat 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 | $0.02245 | $0.02245 |
| Opus 5 | $0.01123 | $0.01123 |
| Sonnet 5 | $0.00449 | $0.00449 |
| Haiku 4.5 | $0.00225 | $0.00225 |
Grade A, and why
coding-with-ai-lab AGENTS.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 — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Project knowledge for any AI coding assistant. Claude-Code-specific configuration
(subagents, spec reading lists) lives in CLAUDE.md, which imports
this file.
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 Claude-Code-in-CI agents. 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.
- 2d ago First seen · 88 lines · 2,245 tokens per session scan A 9a25f3f8e7cd
coding-with-ai-lab AGENTS.md is an instructions file published in the GitHub repository atra-consulting/coding-with-ai-lab (5 stars, last pushed 7d ago), licensed MIT. It adds 2,245 tokens to every session, about $0.0112 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 2026-08-31.
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