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AGENTS.md agentsA

AGENTS.md is agent-read markdown (agents) from cymoo/lovia.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# AGENTS.md

Onboarding for AI coding assistants. Kept deliberately tight — deep internal
architecture lives in [docs/architecture.md](docs/architecture.md); read the
relevant section there before modifying a subsystem.

## What this is

**lovia** — a lightweight, provider-neutral agent framework for Python. Minimal hard-dep
core (`httpx`, `pydantic`, `pyyaml`); every other capability (MCP, web, search, …) is an opt-in extra.

## Setup & commands

```bash
pip install -e .[dev]      # core + dev tooling
pip install -e .[mcp]      # optional: MCP support
pip install -e .[web]      # optional: FastAPI + chat UI
```

Python 3.10+. Run every Python command through the repo virtualenv: `.venv/bin/python -m …`.

| Task | Command |
| --- | --- |
| Test (all) | `pytest` |
| Test (one) | `pytest tests/test_runner.py::test_plain_text_run` |
| Coverage | `pytest --cov=lovia --cov-report=term-missing` |
| Lint / format | `ruff check .` / `ruff format .` |
| Type-check | `mypy lovia` |
| Web JS (type-check / unit tests) | `npx -p typescript@7.0.2 tsc -p lovia/web/static/jsconfig.json` / `node --test tests/web/js/*.test.mjs` |
…

Read the whole file at its exact version.

How to install

Latest version
mdr add cymoo/lovia/AGENTS.md@git:20260921.a17bb74
Exact content
mdr add cymoo/lovia/AGENTS.md@sha256:d61e504eb4810bd5

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_an6s6qbdy4ucnlsb.svg)](https://markdownregistry.com/a/art_an6s6qbdy4ucnlsb)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260921.a17bb74 latest2026-09-21 a17bb74 4,937 BA view · diff
git:20260630.8cdfa372026-06-30 8cdfa37 4,794 BA view · diff
git:20260630.012d5ff2026-06-30 012d5ff 4,588 BA view · diff
git:20260630.91693ab2026-06-30 91693ab 21,402 BA view · diff
git:20260625.6684b852026-06-25 6684b85 21,430 BA view · diff
git:20260625.77b69d72026-06-25 77b69d7 21,360 BA view

Audit of the latest version

A  14 of 14 checks passed. Deterministic, no model, same answer every run.
  • pass: Size between 200 bytes and 200 KB (4937 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

cymoo/lovia · 15 stars · license MIT · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_an6s6qbdy4ucnlsb
GET https://markdownregistry.com/api/v1/resolve?ref=cymoo/lovia/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/d61e504eb4810bd55124c3c22c8a3642b087323676c6dc985df347e6c28f19f5

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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