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luban-skill

by LearnPrompt950ShellUpdated 2026-07-10

鲁班 | Luban — 把'能用的Skill'打磨成'能被装、能传播、能验证、能进化'的公共资产。Agent skill-polishing workshop: 验料·访行·过尺·慢刨·回炉

Claude CodeHermes Agent

Luban is an agent skill that transforms functional AI skills into production-ready, distributable public assets through a systematic polishing process. Named after the Chinese master craftsman, it evaluates skill quality, benchmarks against similar tools, measures performance with validation, and incrementally improves skills through verified changes. The workflow helps developers turn working prototypes into well-documented, testable, and maintainable skills that others can actually install and use.

Key Features

Five-stage polishing workflow: validation, peer research, measurement, incremental refinement, and continuous improvement tracking
Automated peer skill discovery and competitive analysis with URLs for context and positioning
Three-dimensional scoring system covering structure, real-world testing, and live behavior verification
Validation-gated changes that freeze baselines and only accept improvements proven by testing
Generates a 13-section polishing report with scoring, competitive comparison tables, and actionable improvement directions
Real-world data replay validation demonstrated on 83,725+ historical data points in production case study
Safety controls with explicit authorization requirements before merges, releases, or public deployments
Deposits validation tools and quality standards directly into the skill repository for future maintenance

Use Cases

  • 01Improving a working skill's documentation and discoverability before publishing to GitHub or skill marketplaces
  • 02Diagnosing why an existing skill has low adoption or installation rates
  • 03Performing competitive analysis to understand how a skill compares to alternatives
  • 04Validating skill improvements with real data before deployment instead of relying on CI green checks
  • 05Establishing quality benchmarks and testing standards for skill projects
  • 06Preparing a skill for public release with proper README, showcase examples, and verification evidence

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luban-skill — FAQ

What is Luban skill and what does it do?+

Luban is an agent skill that acts as a quality workshop for other AI skills, analyzing them through validation, peer research, measurement, and incremental refinement. It produces a detailed polishing report, scoring analysis, and verified improvements that make skills more understandable, installable, and maintainable.

How do I install Luban skill?+

For most skill-compatible agents, run 'npx skills add LearnPrompt/luban-skill -g'. Claude Code users can install via '/plugin marketplace add LearnPrompt/luban-skill' then '/plugin install luban'. Hermes Agent users can run 'hermes skills install LearnPrompt/luban-skill'.

Which AI clients and agents work with Luban?+

Luban is compatible with Claude Code (via plugin marketplace), Hermes Agent, and any agent framework that supports the standard skill installation format. It can be manually installed by copying the skills/luban directory to the agent's skill path.

Do I need API keys or special access to use Luban?+

The skill itself doesn't require API keys, but during the peer research phase it will need the agent's ability to search the web to find and analyze similar skills for competitive benchmarking.

Is Luban skill free to use?+

Yes, Luban is open-source under the MIT license, allowing free use, modification, and distribution without restrictions.

How do I trigger Luban after installing it?+

Tell your agent phrases like 'Let Luban review this skill', 'polish my skill', 'skill audit', or 'why isn't my skill getting installed' followed by your skill's directory path, GitHub repo link, or SKILL.md content.

How do I install luban-skill?+

Open the source repository on GitHub and follow its README. luban-skill is a skill — MCP Agents Market links you directly to the official repo.

Is luban-skill free?+

luban-skill is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.

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