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Mugao parse

Skill zhangxiangbei/ai-agent-skills/skills/mugao-parse

AI Agent skills and workflows for a research-driven solo AI company.From the repository description

Install
npx -y skills add zhangxiangbei/ai-agent-skills --skill mugao-parse

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

  • no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
  • 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

0.8 KB, 173 tokens by cl100k_base, as published. Nobody here has run it

Mugao Parse Skill

Purpose

Parse a long-form mother draft into structured assets for research, writing, platform adaptation, and source engineering.

Input

Use input.schema.json.

Output

Use output.schema.json.

Workflow

  1. Identify the core topic.
  2. Extract the central judgment.
  3. Separate facts, judgments, examples, and open questions.
  4. Produce a clean outline.
  5. Generate reusable summaries for articles, Q&A, notes, and community discussion.
  6. Flag missing sources, uncertain facts, and privacy risks.

Safety Rules

  • Do not invent facts.
  • Do not add real-time company data unless provided with source.
  • Do not include private information.
  • Do not expose account, token, path, or backend information.

Tone

Clear, research-oriented, human-readable, and restrained.

What ships with it: 2 files

1.3 KB alongside SKILL.md

Keep looking

Skills are one crate of 326,367. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.