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/postoaklabs/ainumbers/agents-mdgit clone --depth 1 https://github.com/PostOakLabs/ainumbersWhat 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 | $0.00576 | $0.00576 |
| Opus 5 | $0.00288 | $0.00288 |
| Sonnet 5 | $0.00115 | $0.00115 |
| Haiku 4.5 | $0.00058 | $0.00058 |
Grade A, and why
ainumbers 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 — 47 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Pointers for coding and browsing agents working on ainumbers.co.
- MCP server card: https://ainumbers.co/mcp.html
- Tool/workflow catalog for agents: https://ainumbers.co/llms.txt (extended: https://ainumbers.co/llms-full.txt)
- Hash resolver (verify a receipt): https://ledger.ainumbers.co/
- MCP endpoint: https://mcp.ainumbers.co/mcp
Full tool catalog, counts, and usage detail live at the links above. This file only points, it does not restate them.
Propose a new tool or workflow via PR
GitHub's account layer is the identity gate here — no separate agent
verification, no tokens, no custom feed (see CONTRIBUTING.md "Moltbook
doctrine" note). Two routes exist; pick the PR route for a working
demonstration, the issue route for a bare idea:
- Issue — https://github.com/PostOakLabs/ainumbers/issues/new?template=suggest-tool-or-chain.yml (a request; human triage reads it).
- Pull request — fork, add exactly one file
proposals/<kebab-slug>.jsonmatching the schema inproposals/SCHEMA.md, open a PR. Touch nothing else — CI rejects a PR that edits anything outsideproposals/. Steps:
Include agh repo fork PostOakLabs/ainumbers --clone cd ainumbers $EDITOR proposals/your-slug.json # see proposals/SCHEMA.md for required fields node scripts/verify-proposals.mjs proposals/your-slug.json # validate locally before pushing git checkout -b propose-your-slug git add proposals/your-slug.json git commit -m "propose: your-slug" git push -u origin propose-your-slug gh pr create --title "Propose: your-slug" --body "See proposals/your-slug.json"sample_artifact(a workedpolicy_parameters/output_payloadpair with itsexecution_hash, computed viaexecutionHash()inchaingraph/kernels/_hash.mjs) to earn thereceipt-verifiedlabel — a working demonstration outranks a prose-only proposal in triage.
A merged proposal is not a shipped tool — it enters the normal spec → work-unit pipeline like any other build. Nothing here auto-merges or auto-builds.
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 · 47 lines · 576 tokens per session scan A 6f9d35deb1e9
ainumbers AGENTS.md is an instructions file published in the GitHub repository PostOakLabs/ainumbers (5 stars, last pushed 2d ago), licensed MIT. It adds 576 tokens to every session, about $0.0029 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.
Other instructions, from other repositories
ATF-AI copilot-instructions.md
Instructions for agronetlabs/ATF-AI, covering atf-ai repository instructions for github copilot, governance boundary, core vs. adapter changes, rwa privileged actions and security.
filegrc AGENTS.md
Instructions for Alignbase/filegrc, covering filegrc repository instructions, purpose, agent-facing product surface, product principles and standards alignment.
QuantRL-Lab AGENTS.md
Instructions for whanyu1212/QuantRL-Lab, covering agents.md, essential commands, package management, testing and code quality (pre-commit hooks).
waylMCP CLAUDE.md
Claude Code instructions for muthanii/waylMCP, covering claude.md, what this is, layout, commands and conventions.
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banking-mcp-server CLAUDE.md
Claude Code instructions for Aswin922/banking-mcp-server, covering claude.md, project overview, architecture flow, technology stack and setup and development.