How do I install the Famou Artifact Generator skill?

Run npx skillmds@latest add baidubce/famou-artifact-generator in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Famou Artifact Generator safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Famou Artifact Generator?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Famou Artifact Generator free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Famou Artifact Generator?

baidubce (@baidubce) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Famou Artifact Generator by baidubce

Name: Famou Artifact Generator
Author: baidubce

Famou Artifact Generator

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.md`, `evaluator.py`, `init.py`, or `prompt.md`; run Famou; do deep solving; or solve an optimization, ML, or search problem with evolutionary methods. Even if the user simply says "help me make a Famou task", "help me solve this", or "run Famou", trigger this skill whenever the surrounding context indicates an optimization or search task. Also trigger when the user describes a combinatorial optimization, scheduling, routing, or ML problem without mentioning Famou — treat it as a potential Famou task.

baidubce Updated Sep 17, 2026

File contents

Famou Workflow Router

Route user tasks to the correct workflow.

Responsibilities

Identify task type from user description
Select exactly one workflow file in references/
Delegate execution to that workflow
Do not embed step details — those belong in workflows and components

Routing Rules

Priority order:

User choice: If the user explicitly names a workflow, use it
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

Route: Determine workflow based on routing rules
Delegate: Read the selected file in references/ and follow its instructions
Exit: After delegation, router's job is complete

If uncertain, default to general workflow and note assumptions.

---name: famou-artifact-generatordescription: 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.md`, `evaluator.py`, `init.py`, or `prompt.md`; run Famou; do deep solving; or solve an optimization, ML, or search problem with evolutionary methods. Even if the user simply says "help me make a Famou task", "help me solve this", or "run Famou", trigger this skill whenever the surrounding context indicates an optimization or search task. Also trigger when the user describes a combinatorial optimization, scheduling, routing, or ML problem without mentioning Famou — treat it as a potential Famou task.---# Famou Workflow RouterRoute user tasks to the correct workflow.## Responsibilities1. Identify task type from user description2. Select exactly one workflow file in `references/`3. Delegate execution to that workflow4. 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 it2. **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 Flow1. **Route**: Determine workflow based on routing rules2. **Delegate**: Read the selected file in `references/` and follow its instructions3. **Exit**: After delegation, router's job is completeIf uncertain, default to `general` workflow and note assumptions.

Frequently asked questions