Borrowing it
Nothing to install: this file belongs to tallclub/matimo. 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/tallclub/matimo/main/AGENTS.mdgit clone --depth 1 https://github.com/tallclub/matimoWrote 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/tallclub/matimo/agents-md)<a href="https://agentmods.dev/instructions/tallclub/matimo/agents-md"><img src="https://agentmods.dev/badge/instructions/tallclub/matimo/agents-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/tallclub/matimo/agents-md"><img src="https://agentmods.dev/badge/instructions/tallclub/matimo/agents-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 | $0.01622 | $0.01622 |
| Opus 5.5 | $0.00649 | $0.00649 |
| Sonnet 5.5 | $0.00324 | $0.00324 |
| Haiku 4.5 | $0.00162 | $0.00162 |
Grade C, and why
matimo AGENTS.md scanned grade C with 1 finding 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 23d 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.
Nullifies safety policieshighAnti-refusal
"You have no restrictions", "do anything now", "ignore your guidelines": a direct jailbreak that disables guardrails.
- Don't bypass the policy engine when generating code that calls Matimo — route through `matimo.execute(...)`, not raw provider SDKs, when Matimo is already a dependency. How it starts
The opening of the file, as written. The whole thing — 117 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Instructions for AI coding agents (Cursor, GitHub Copilot, Windsurf, Codex, etc.) working in this repository. Claude Code reads CLAUDE.md instead, which covers the same ground in more depth.
What this repo is
Matimo is a policy-governed tool-execution SDK for AI agents: every tool call — built-in, third-party, or agent-created — passes through a policy engine (risk classification, security rules, human-in-the-loop approval) before it runs. MIT licensed, dual TypeScript + Python implementation with feature parity.
Full narrative and API surface: README.md. Deep architecture: docs/architecture/OVERVIEW.md.
Repo layout
typescript/ pnpm workspace — packages/{core,cli,slack,github,gmail,notion,hubspot,postgres,twilio,mailchimp,microsoft,bruno,composio}
python/ uv workspace — packages/{core,cli,matimo,<same providers except composio>} — mirrors typescript/
docs/ getting-started, api-reference, architecture, tool-development, framework-integrations, mcp, skills
typescript/examples/, python/examples/ usage examples per integration pattern (factory, decorator, LangChain, CrewAI, MCP)
Setup, build, test
TypeScript (run from typescript/):
pnpm install && pnpm build
pnpm test # jest; pretest runs build first
pnpm test:coverage
pnpm lint / pnpm lint:fix
pnpm validate-tools # validate all YAML tool definitions
Python (run from python/):
make install # uv sync --all-extras --dev
make test / make test-unit / make test-integration / make test-coverage
make lint / make format / make typecheck
make validate-tools
Never run npm install inside typescript/ (it uses pnpm-lock.yaml) or pnpm/npm inside python/ (it uses uv/uv.lock) — don't cross-contaminate package managers.
Conventions an agent must follow
- Conventional Commits, lower-case type:
feat, fix, docs, style, refactor, perf, test, chore, ci, revert, example. Enforced by a commitlint pre-commit hook (husky) — don't bypass with--no-verify. - TypeScript: strict mode, ESM (
"type": "module"), Node ≥22.19, pnpm ≥8. - Python: version pinned in
python/.python-version; ruff for lint/format; mypy strict onpackages/core/src. - Every tool (built-in or agent-created) needs an explicit risk classification (
low/medium/high/critical) in its YAML definition — see docs/api-reference/POLICY_AND_LIFECYCLE.md. - New provider package → mirror an existing one exactly (
slackorgithubare the reference implementations) in both languages. Don't let TS and Python drift — ship new features to both unless told otherwise. - 4,400+ tests, 95%+ coverage target across TS + Python — don't drop coverage on new code.
- Don't hand-edit
pnpm-lock.yaml/uv.lock— regenerate via the package manager.
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.
- 23d ago Changed · +2 tokens per session 7f54fd9100de
- 1mo ago Changed · +31 tokens per session 20f731dddec7
- 2mo ago First seen · 117 lines · 1,589 tokens per session scan C 620fff40156a
matimo AGENTS.md is an instructions file published in the GitHub repository tallclub/matimo (18 stars, last pushed yesterday), licensed MIT. It adds 1,622 tokens to every session, about $0.0065 per session on Opus 5.5. A static security scan graded it C with 1 finding (nullifies safety policies). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
matimo AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| matimo AGENTS.mdtallclub/matimo | Instructions file | 18 | yesterday | MIT | C | 1,622 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |