voidborne-d

voidborne-d / master-skill

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大师.skill — 输入行业，自动调研 6 轨（大佬/工具/工作流/正典/信源/术语）→ 提炼为可运行的行业 Master OS skill。所有 Claude Code / OpenClaw / Codex / Hermes agent 都能装载。Distill any sub-niche industry into a runnable Master OS skill for AI agents.

github.comvoidborne-dmaster-skill agent-framework agent-infrastructure ai-agent claude-code claude-skill
35
3
100% credibility
Found May 04, 2026 at 21 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Shell
AI Summary

A tool that automatically researches and generates specialized AI skills encapsulating an entire niche industry's expertise, decision rules, workflows, and executable checklists.

How It Works

1
🔍 Discover the expert maker

You hear about a clever tool that can turn any industry's top knowledge into a smart AI helper, shared on social media or GitHub.

2
📥 Add it to your AI assistant

You easily connect this master tool to your favorite AI chat helper, like Claude, so it's ready to use.

3
💭 Request your industry expert

Simply tell your AI 'create a master for [your field, like foot surgery or ecommerce]' and share a few details about your focus.

4
✅ Review the gathered insights

Your AI shows a summary of research from top experts, tools, and practices, and you give the thumbs up to proceed.

5
⚡ Watch it build your expert

In just 30-60 minutes, it deeply studies and crafts a complete expert package with thinking patterns, guides, and handy steps.

🎉 Your AI becomes the pro

Load the new expert into your AI, and now it thinks, advises, and even runs checklists like the top person in your field—saving you years of learning.

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AI-Generated Review

What is master-skill?

Master-skill automates distilling any sub-niche industry—like LLM agent infrastructure or cross-border ecommerce—into a runnable "Master OS skill" for AI agents. Feed it an industry name, and in 30-60 minutes it researches experts, tools, workflows, canon, sources, and terms, then outputs an installable skill with mental models, decision rules, and pure-bash CLI tools. Drop the result into Claude Code, OpenClaw, Codex, or Hermes agents via git clone to ~/.claude/skills/, and run commands like `./cli/decision/agent.sh` or `./cli/workflow/build-rag-agent.sh --dry-run`.

Why is it gaining traction?

It scales "person distillation" from prior projects like colleague-skill and nuwa-skill to entire industries, shipping not just chatty prompts but executable bash suites with --explain flags revealing mental models. As a github skill directory entry, it slots into your github skill set or marketplace alongside prompt master skill github tools, turning agents into domain pros with zero-deps CLIs for workflows and protocols. Early prototypes across 8 industries prove it handles tech, commerce, medical, and soft skills.

Who should use this?

AI agent engineers building production LLM infra who need quick industry playbooks. Ecommerce ops pros scripting PPC cycles or compliance checks. SEO specialists auditing crawlability or pillar-cluster content via CLI. Devs in regulated fields like law or surgery wanting agentic protocols without rebuilding from scratch.

Verdict

Grab it if you're experimenting with skill github agents like claude or copilot integrations—prototypes deliver real value today. At 11 stars and 1.0% credibility, it's raw and needs more validation, but the bash tool gen and lineage make it worth forking for custom master skills. (187 words)

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