AGENTS.mdA
AGENTS.md from ml4t/skills is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add ml4t/skills/AGENTS.md@git:20260901.e8c1b9aPins git:20260901.e8c1b9a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- ml4t/skills
- Path
AGENTS.md- Versions recorded
- 3
- Latest version
- git:20260901.e8c1b9a, committed Sep 1, 2026
- First version recorded
- May 28, 2026
- Size
- 11,530 bytes
- Repository stars
- 41
- License
- Apache-2.0
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
# ML4T Skills, Authoring Guide **Location**: This repository **Purpose**: 61 standalone agent skills that teach quant ML techniques correctly **Distribution**: Standalone repo, ships via ML4T website as bonus resource for readers ## Current State - The repository currently contains 61 `SKILL.md` files across the 10 categories below. - The active maintenance objective is API accuracy: keep every `## Production Implementation` section aligned with the published `ml4t-*` library APIs. - The conceptual teaching pattern remains fixed: concept-first, library-recommended (80/20), with no `ml4t.*` imports before `## Production Implementation`. - If docs or existing skills conflict with current library source, treat library source as ground truth and update the skill/docs rather than preserving stale wrappers. - Repo-local authoring guidance lives in `AGENTS.md`. Runtime state, memory, transitions, and other project-management artifacts belong under `.workspace/` and are not part of the public distribution. ## Distribution …
Read the whole file at its exact version.
How to install
mdr add ml4t/skills/AGENTS.md@sha256:d1850a17aabe12a1The line at the top of this page pins the label git:20260901.e8c1b9a, 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_imusse7pawnnhvat)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 28, 2026 and Sep 1, 2026, about one every 48 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260901.e8c1b9a latest | 2026-09-01 | e8c1b9a | 11,530 B | A | view · diff |
| git:20260829.01c3855 | 2026-08-29 | 01c3855 | 11,519 B | A | view · diff |
| git:20260528.303089e | 2026-05-28 | 303089e | 11,343 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (11530 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
ml4t/skills · 41 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_imusse7pawnnhvat GET https://markdownregistry.com/api/v1/resolve?ref=ml4t/skills/AGENTS.md GET https://markdownregistry.com/api/v1/blob/d1850a17aabe12a133533c7e652cebfc5c4abf157df36f9fb58dc8e957e0fe2a
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 write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.