What is ainumbers AGENTS.md?

Contribution instructions for ainumbers.co, a catalogue of tools and workflows for AI agents. They explain how to propose a tool through a GitHub issue or a pull request, including the required proposal file format and repository limits.

Use them when researching ainumbers tools, suggesting a new workflow, or preparing a contribution to the repository.

They remove uncertainty about where to find the tool catalogue and how to submit a new proposal. This helps prevent pull requests from failing because they change the wrong files or use the wrong format.

How PostOakLabs/ainumbers configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to PostOakLabs/ainumbers. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/PostOakLabs/ainumbers/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/PostOakLabs/ainumbers

Made for: Codex, OpenCode.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/postoaklabs/ainumbers/agents-md/github.svg)](https://agentmods.dev/instructions/postoaklabs/ainumbers/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/postoaklabs/ainumbers/agents-md"><img src="https://agentmods.dev/badge/instructions/postoaklabs/ainumbers/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/postoaklabs/ainumbers/agents-md"><img src="https://agentmods.dev/badge/instructions/postoaklabs/ainumbers/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 631 This file is loaded in full into every session.

When invoked 631 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00631	$0.00631
Opus 5.5	$0.00252	$0.00252
Sonnet 5.5	$0.00126	$0.00126
Haiku 4.5	$0.00063	$0.00063

Measured 1mo ago against content hash 77873f27b25f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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 1mo 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.

AGENTS.md · 48 lines

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.

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
What an agent can do here: the agent-tasks block in https://ainumbers.co/llms.txt; reusable kit: agent-kit/, emitted by scripts/gen-agent-kit.mjs from agent-kit/kit.json

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>.json matching the schema in proposals/SCHEMA.md, open a PR. Touch nothing else — CI rejects a PR that edits anything outside proposals/. Steps:
```
gh 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"
```
Include a sample_artifact (a worked policy_parameters/output_payload pair with its execution_hash, computed via executionHash() in chaingraph/kernels/_hash.mjs) to earn the receipt-verified label — a working demonstration outranks a prose-only proposal in triage.

Read the full file on GitHub · 48 lines

Changes

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.

1mo ago Changed · +1 lines · +55 tokens per session 77873f27b25f
1mo ago First seen · 47 lines · 576 tokens per session scan A 6f9d35deb1e9

Subscribe to this mod's changes

ainumbers AGENTS.md is an instructions file published in the GitHub repository PostOakLabs/ainumbers (11 stars, last pushed yesterday), licensed MIT. It adds 631 tokens to every session, about $0.0025 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.

Deterministic compliance fintech mcp openchaingraph zero-knowledge

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).

microsoft/vscode · 9,649 tokens

ainumbers: Instructions file for Codex

Borrowing it

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Nothing flagged

How it starts

AGENTS.md

Propose a new tool or workflow via PR

What this file has done since we first saw it

Other instructions, from other repositories

vscode buildNext.instructions.md

next.js AGENTS.md

vscode oss-third-party-notices.instructions.md

langchain AGENTS.md

vscode copilot-instructions.md

deno copilot-instructions.md