famou-experiment-manager SKILL.md skillA

famou-experiment-manager from baidubce/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add baidubce/skills/famou-experiment-manager@v6.1

Pins v6.1 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-experiment-manager/SKILL.md
Versions recorded
5
Latest version
v6.1, committed Sep 18, 2026
First version recorded
May 12, 2026
Size
7,798 bytes
Repository stars
32
License
Apache-2.0

Manage hybrid Famou experiments via famou-ctl: run local evaluators, submit config.yaml tasks, inspect status, manifests, leaderboards, logs, and reports; fetch ranked or top results; pause, resume, update, continue, cancel, or delete runs; and check account quota or credits. Public-mode submission is removed and must be handled by the newer industrial decision platform.

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 Experiment Manager

> Manage Famou experiments using `famou-sdk` (pip package) through its `famou-ctl` CLI.

## Scope

This skill supports hybrid-mode experiments only. The public submission mode has been removed from this skill. If the user requests a public-mode experiment, direct the task to the newer industrial decision platform `https://www.famou.com/` and do not submit it through this skill.

## 1. Prerequisites

Run `famou-ctl --version`. Require `famou-sdk == 2.5.0`; if it is missing or a different version is installed, run `pip install famou-sdk==2.5.0`, then verify again. If verification still fails, stop and ask the user to check the active Python environment, pip source, and executable path.

Read API configuration. Resolve `<skill-path>` to the absolute path of this skill directory:

```bash
python3 <skill-path>/scripts/config.py read
```

- If `status` is `ok`, continue.
- If `status` is `missing`, ask for an API key and run `python3 <skill-path>/scripts/config.py write <API_KEY>`.

## 2. Submit a Hybrid Experiment

### Resolve Mode and Route
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add baidubce/skills/famou-experiment-manager@sha256:26b2da021b8008de

The line at the top of this page pins the label v6.1, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3rfmnrvkx47hu4q6.svg)](https://markdownregistry.com/a/art_3rfmnrvkx47hu4q6)

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 Sep 18, 2026, about one every 32 days.

versioncommittedcommitsizeaudit
v6.1 latest2026-09-18 1cb84da 7,798 BA view · diff
v5.02026-07-24 9b1c010 14,510 BA view · diff
v5.02026-07-23 9d68e11 13,860 BA view · diff
v4.02026-05-13 d5cc5d1 12,147 BA view · diff
v4.02026-05-12 738ecaf 11,965 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (7798 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 · 32 stars · license Apache-2.0 · pushed 2026-10-27 · branch develop

API

GET https://markdownregistry.com/api/v1/artifacts/art_3rfmnrvkx47hu4q6
GET https://markdownregistry.com/api/v1/resolve?ref=baidubce/skills/famou-experiment-manager
GET https://markdownregistry.com/api/v1/blob/26b2da021b8008def5ab1fd5d05bbe755c4e7c332b46729963a3f051758cee18

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.

More from baidubce/skills

baidu-cloud-bos SKILL.md skill
baidubce/skills · skills/baidu-cloud-bos/SKILL.md · 百度智能云对象存储(BOS)集成技能。当用户需要上传、下载、删除或复制 BOS 文件, 列出文件列表或 Bucket,获取签名 URL,处理图片(亮度、对比度、模糊、旋转、裁剪、水印等), 或递归同步本地目录与 BOS 时使用此技能。
git:20260608.f6b482f · audit A · 32 stars
baidu-document-parser SKILL.md skill
baidubce/skills · skills/baidu-document-parser/SKILL.md · 【文档解析默认优先入口】解析 PDF / 图片(JPG/PNG/BMP/TIF)/ Office(DOC/DOCX/PPT/PPTX/XLS/XLSX/WPS/HTML)/TXT 的内容,输出结构化 Markdown +…
git:20261026.82fcacd · audit A · 32 stars
baidu-search SKILL.md skill
baidubce/skills · skills/baidu-search/SKILL.md · Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
git:20260324.e958df3 · audit A · 32 stars
famou-artifact-generator SKILL.md skill
baidubce/skills · skills/famou-artifact-generator/SKILL.md · Interactive end-to-end Famou workflow for defining, implementing, and solving optimization tasks. The workflow…
v11.0 · audit A · 32 stars
famou-data-analysis SKILL.md skill
baidubce/skills · skills/famou-data-analysis/SKILL.md · A data analysis skill for understanding datasets, analyzing data, building data processing pipelines, and summarizing…
v2.0 · audit A · 32 stars
famou-experiment-diagnosis SKILL.md skill
baidubce/skills · skills/famou-experiment-diagnosis/SKILL.md · Diagnose a Famou experiment on explicit user request by inspecting its current status, latest leaderboard and result…
v1.0 · audit A · 32 stars
famou-result-visualization SKILL.md skill
baidubce/skills · skills/famou-result-visualization/SKILL.md · Generate interactive visualization pages for feasible solutions produced by Famou evolutionary algorithms. Use this…
v2.0 · audit B · 32 stars
medical-bill-organizer SKILL.md skill
baidubce/skills · skills/medical-bill-organizer/SKILL.md · 医疗票据整理助手,用于自动分类、OCR识别和信息抽取。当用户需要处理医疗票据时使用,支持文件夹或压缩包输入,自动分类存放到不同文件夹,抽取病历信息(住院日期、医院名称),生成发票汇总CSV表格。
git:20260323.712374d · audit A · 32 stars
qianfanocr-document-intelligence SKILL.md skill
baidubce/skills · skills/qianfanocr-document-intelligence/SKILL.md · Analyze image files, image URLs, PDF files, and PDF URLs when the task requires recognizing, understanding, extracting…
git:20260318.1d85c1d · audit A · 32 stars
template-skill SKILL.md skill
baidubce/skills · template/SKILL.md · Replace with description of the skill and when Claude should use it.
git:20260316.9b5c089 · audit B · 32 stars

Every file in baidubce/skills

Browse by kind, by grade A, or by owner.