baidubce/skills · skills/famou-artifact-generator/SKILL.md

famou-artifact-generator skillA

famou-artifact-generator is agent-read markdown (skill) from baidubce/skills: Interactive end-to-end Famou workflow for defining, implementing, and solving optimization tasks. The workflow typically proceeds in three stages: (1) understand the data and define the task, producing `problem.md`; (2) implement and validate `evaluator.py`, `init.py`, and `prompt.md` from the task definition; (3) run deep solving through Famou. Trigger this skill whenever the user wants to define, clarify, create, or fix a Famou task; prepare Famou experiment artifacts; write or update `problem.

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.

How to install

Latest version
mdr add baidubce/skills/famou-artifact-generator@v11.0
Exact content
mdr add baidubce/skills/famou-artifact-generator@sha256:7367752fa1c67f1a

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_wv5zqjesjblsv7bn.svg)](https://markdownregistry.com/a/art_wv5zqjesjblsv7bn)

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Versions

versioncommittedcommitsizeaudit
v11.0 latest2026-07-23 9d68e11 2,051 BA view · diff
v10.02026-06-14 613560f 2,057 BA view · diff
v10.02026-06-14 815f6b8 2,049 BA view · diff
v9.02026-05-12 7e3240c 2,057 BA view · diff
v9.02026-05-12 dcc1562 2,049 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2051 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

baidubce/skills · 30 stars · license Apache-2.0 · pushed 2026-09-18 · branch develop

API

GET https://markdownregistry.com/api/v1/artifacts/art_wv5zqjesjblsv7bn
GET https://markdownregistry.com/api/v1/resolve?ref=baidubce/skills/famou-artifact-generator
GET https://markdownregistry.com/api/v1/blob/7367752fa1c67f1a14d297a2e6357aa3b2b653d70c41443f4572abcb924907db

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.