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百度伏谋 (FaMou) · openakita | DecimalAI

ai mlby openakita

百度伏谋 (FaMou)

openakita/skills@baidu-famou

Source openakita/openakita ↗License AGPL-3.0

Baidu FaMou algorithm skills for efficient algorithm self-evolution. Provides experiment management and visualization capabilities to help optimize complex algorithms.

SkillScore95Maintained

Automatic

AI Engineer pack

Last verified 8/13/2026

What it changes

Passed 20 of 21 test cases with the skill, and 5 of 21 without it.

Without skill23%

With skill95%

Checks it passed that the model alone missed

The response references scripts/famou.py.
The response specifies using the optimize action.
The response specifies optimize as the subcommand.

and 14 more in the full report

16 fixed5 passed either way1 still failing0 broke

Pass-rate lift: +73 pp
Tokens: -55%
Agent turns: 0%
Response time: -63%

Model gemini-3.6-flashMeasured 8/13/2026v121 of 22 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/openakita-skills-baidu-famou/SKILL.md https://app.decimal.ai/s/openakita-skills-baidu-famou/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add openakita-skills-baidu-famou, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/openakita-skills-baidu-famou/ and pins it in .decimal/skills.lock

decimalai skills add openakita-skills-baidu-famou

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/openakita-skills-baidu-famou/SKILL.md https://app.decimal.ai/s/openakita-skills-baidu-famou/SKILL.md

Raw file: /s/openakita-skills-baidu-famou/SKILL.md ↗ · machine-readable summary at /s/openakita-skills-baidu-famou.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 16

Prompt

使用伏谋预置脚本发起超参数调优任务时，用于启动搜索功能的子命令（subcommand）是什么？

What was checked, without and with the skill
Checked	Without skill	With skill
The response specifies optimize as the subcommand.	Missed	Passed

case-13 · gemini-3.6-flash · 8/13/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md20 lines2 filesincludes scripts

百度伏谋 (FaMou)

轻松高效调用伏谋算法自演化能力，提供实验管理和可视化能力，帮助用户极致调优完成复杂的算法实验。

功能

算法自演化
实验管理
可视化分析
参数调优

预置脚本

scripts/famou.py

算法实验管理（百度千帆 AppBuilder），需设置 APPBUILDER_TOKEN。

python3 scripts/famou.py experiment "图像分类模型调优"
python3 scripts/famou.py optimize "超参数搜索"

Track record

Benchmark

20 / 21

test cases passed, vs 5 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

openakita / openakita

skills/baidu-famou/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · scripts

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

百度伏谋 (FaMou)

功能

预置脚本

scripts/famou.py

Track record

Benchmark

Adoption

SkillSafety

Source

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