famou-artifact-generator SKILL.md skillA
famou-artifact-generator from baidubce/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add baidubce/skills/famou-artifact-generator@v11.0Pins v11.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- baidubce/skills
- Path
skills/famou-artifact-generator/SKILL.md- Versions recorded
- 5
- Latest version
- v11.0, committed Jul 23, 2026
- First version recorded
- May 12, 2026
- Size
- 2,051 bytes
- Repository stars
- 32
- License
- Apache-2.0
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…
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
# Famou Workflow Router Route user tasks to the correct workflow. ## Responsibilities 1. Identify task type from user description 2. Select exactly one workflow file in `references/` 3. Delegate execution to that workflow 4. Do not embed step details — those belong in workflows and components ## Routing Rules **Priority order:** 1. **User choice**: If the user explicitly names a workflow, use it 2. **Automatic routing**: Otherwise, match by task characteristics: ## Workflow Selection | Workflow | When to Use | |----------|-------------| | `general` | Generic optimization, search, planning, scheduling, or ML tasks — all other cases | ## Execution Flow 1. **Route**: Determine workflow based on routing rules 2. **Delegate**: Read the selected file in `references/` and follow its instructions 3. **Exit**: After delegation, router's job is complete If uncertain, default to `general` workflow and note assumptions.
Read the whole file at its exact version.
How to install
mdr add baidubce/skills/famou-artifact-generator@sha256:7367752fa1c67f1aThe line at the top of this page pins the label v11.0, 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_wv5zqjesjblsv7bn)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 12, 2026 and Jul 23, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v11.0 latest | 2026-07-23 | 9d68e11 | 2,051 B | A | view · diff |
| v10.0 | 2026-06-14 | 613560f | 2,057 B | A | view · diff |
| v10.0 | 2026-06-14 | 815f6b8 | 2,049 B | A | view · diff |
| v9.0 | 2026-05-12 | 7e3240c | 2,057 B | A | view · diff |
| v9.0 | 2026-05-12 | dcc1562 | 2,049 B | A | view |
Audit of the latest version
- 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
baidubce/skills · 32 stars · license Apache-2.0 · pushed 2026-10-27 · 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
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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.