llms.txtA
llms.txt from ratel-ai/ratel is an llms.txt file: plain text a project publishes for AI models to read.
mdr add ratel-ai/ratel/llms.txt@git:20261019.456b1e2Pins git:20261019.456b1e2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- llms.txt file
- Repository
- ratel-ai/ratel
- Path
llms.txt- Versions recorded
- 7
- Latest version
- git:20261019.456b1e2, committed Oct 19, 2026
- First version recorded
- Aug 13, 2026
- Size
- 30,022 bytes
- Repository stars
- 484
- License
- MIT
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Ratel > Context engineering platform for AI agents — engineer the context your agent actually needs, on every turn. The wedge is tool selection: a Rust retrieval engine (`ratel-ai-core`) wrapped by a TypeScript SDK (`@ratel-ai/sdk`) and a Python SDK (`ratel-ai`), and the local distribution `ratel-local` (today shipped as `ratel-mcp` / `@ratel-ai/mcp-server`). The SDKs now also rank first-class **skills** alongside tools — reusable playbooks surfaced through `search_capabilities` and loaded on demand via `get_skill_content`. The vision is one engine and one catalog contract across an adoption gradient: **in-process SDK → local distribution → managed cloud**. Telemetry-driven suggestions, multi-agent decomposition, memories, and chat-history retrieval are on the roadmap. Retrieval is BM25 by default, with opt-in semantic / hybrid methods using an in-process model or configured OpenAI-compatible endpoint. No vector DB; the default and local-model paths need no infrastructure. Apache-2.0 engine, MIT elsewhere. …
Read the whole file at its exact version.
How to install
mdr add ratel-ai/ratel/llms.txt@sha256:75e10b04011ac584The line at the top of this page pins the label git:20261019.456b1e2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_mt2iolgyxbehy3sh)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Aug 13, 2026 and Oct 19, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.456b1e2 latest | 2026-10-19 | 456b1e2 | 30,022 B | A | view · diff |
| git:20261014.61c2867 | 2026-10-14 | 61c2867 | 28,706 B | A | view · diff |
| git:20261005.973c5f3 | 2026-10-05 | 973c5f3 | 28,499 B | A | view · diff |
| git:20260929.11af4e1 | 2026-09-29 | 11af4e1 | 27,104 B | A | view · diff |
| git:20260918.539ce57 | 2026-09-18 | 539ce57 | 26,375 B | A | view · diff |
| git:20260817.eaf8d40 | 2026-08-17 | eaf8d40 | 24,084 B | A | view · diff |
| git:20260813.494a88e | 2026-08-13 | 494a88e | 21,505 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (30022 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
ratel-ai/ratel · 484 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mt2iolgyxbehy3sh GET https://markdownregistry.com/api/v1/resolve?ref=ratel-ai/ratel/llms.txt GET https://markdownregistry.com/api/v1/blob/75e10b04011ac584ed5dc3a25d57a6f1cf4b563ff67248a62c61e2035b4d79b7
Your AI assistant 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.
Guides: how to add an llms.txt file to a website · which agent file does what.