wa_llm AGENTS.md

wa_llm AGENTS.md is an instructions file for Codex, OpenCode from ilanbenb/wa_llm. It costs 628 tokens per session, scanned A, original, MIT.

Repository instructions for a Python FastAPI service connected to a database and WhatsApp. They describe the project layout, setup commands, code style, checks, tests, and local services.

In plain words
What is it for?
Use them when developing, formatting, type-checking, testing, migrating, or running this WhatsApp-backed API.
Why use it?
They give coding agents a consistent way to install dependencies, run the application, validate changes, and preserve the existing structure.

Instructions file for CodexOpenCode

Install

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.

agentmods
npx agentmods add instructions/ilanbenb/wa_llm/agents-md
Clone the repo
git clone --depth 1 https://github.com/ilanbenb/wa_llm

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.

agentmods badge for wa_llm AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/ilanbenb/wa_llm/agents-md.svg)](https://agentmods.dev/instructions/ilanbenb/wa_llm/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/ilanbenb/wa_llm/agents-md"><img src="https://agentmods.dev/badge/instructions/ilanbenb/wa_llm/agents-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 628 This file is loaded in full into every session.
When invoked 628 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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.

ModelPer sessionOnce invoked
Fable 5 $0.00628 $0.00628
Opus 5 $0.00314 $0.00314
Sonnet 5 $0.00126 $0.00126
Haiku 4.5 $0.00063 $0.00063

Measured 4d ago against content hash 59c75b66e466, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

wa_llm 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 4d 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 · 38 lines

How it starts

The opening of the file, as written. The whole thing — 38 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Repository Guidelines

Project Structure & Module Organization

  • Source code: src/ — key packages: api/, handler/, models/, whatsapp/, utils/, config/.
  • Application entrypoint: app/main.py (starts FastAPI, wiring DB, WhatsApp client).
  • Migrations: migrations/ with alembic.ini.
  • Tests are colocated with code: src/**/test_*.py (e.g., src/whatsapp/test_jid.py).
  • Extras: notebooks/, data/.

Build, Test, and Development Commands

  • Install deps: uv sync --all-extras --active (Python 3.13).
  • Lint/format: ruff check and ruff format.
  • Type check: pyright.
  • Run tests: pytest -q or pytest --cov=src --cov-report=xml.
  • Run API locally: uv run python app/main.py (reads .env in repo root). Alt: uvicorn app.main:app --reload.
  • Docker stack: docker compose up -d (services: postgres, whatsapp, web-server).

Coding Style & Naming Conventions

  • Python style: 4‑space indent, f-strings, type hints for public functions, absolute imports from src (e.g., from handler.router import Router).
  • Naming: modules/functions snake_case; classes CamelCase; constants UPPER_CASE.
  • Keep functions small and async-friendly where I/O is involved.
  • Enforce with ruff (style/format) and pyright (types) before committing.

Testing Guidelines

  • Frameworks: pytest, pytest-asyncio, pytest-cov.
  • Test files: test_*.py next to modules (e.g., src/handler/test_router.py).
  • Use AsyncMock/fixtures (see src/test_utils/) and avoid real network/DB calls.
  • Coverage: pytest --cov=src (XML written to coverage.xml).

Commit & Pull Request Guidelines

  • Use Conventional Commits when possible: feat:, fix:, chore:, etc. Example: fix: avoid quote reply loop.
  • PRs must include: clear description, linked issues, validation steps, and notes on DB migrations if applicable. Attach logs/screenshots where useful.
  • Gating: ensure ruff, pyright, and pytest pass locally.

Security & Configuration Tips

  • Secrets live in .env (root). Required keys include: DB_URI, WHATSAPP_HOST, VOYAGE_API_KEY, ANTHROPIC_API_KEY, LOGFIRE_TOKEN.
  • DB migrations: alembic upgrade head; create new migration with alembic revision --autogenerate -m "<msg>".

Read the full file on GitHub · 38 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.

  1. 4d ago First seen · 38 lines · 628 tokens per session scan A 59c75b66e466

Subscribe to this mod's changes

wa_llm AGENTS.md is an instructions file published in the GitHub repository ilanbenb/wa_llm (166 stars, last pushed yesterday), licensed MIT. It adds 628 tokens to every session, about $0.0031 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 2026-08-30.