#625 by GitHub stars

GBSOSS/skill-from-masters

Stand on the shoulders of giants — Create AI skills built on proven methodologies from domain experts.

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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skill-from-masters/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/search-skill/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/skill-from-github/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/skill-from-notebook/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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View on GitHubAdd to my skills

Verified commit c4d27d29bfda00f73c23abd4990f700a6d3df480

1.6kGitHub stars
0stars in 7 days
4skills in this repository
0commits in 30 days

Heat

0.5
  • Star growth, last 7 daysAhead of 6% of tracked repositories
  • Star growth, last 24 hoursAhead of 2% of tracked repositories
  • Rank movement, last 7 daysAhead of 14% of tracked repositories
  • Commits, last 30 daysAhead of 0% of tracked repositories
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Aug 2, 2026Nov 6, 20261,593

Individual skills in this repository

How it works

skill-from-masters

When your agent uses it

通过真实案例创建高质量skill。先找黄金案例和失败案例,归纳什么有效什么无效,再用理论解释为什么。skill是干活的,要从实践中学习,不是从书本中学习。触发词:"帮我创建一个skill"、"我想做一个skill来..."

What it loads into context

Frontmatter

76 tokens

Always available to the agent

SKILL.md

2,606 tokens

When the skill is activated

Reference documents

5,373 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. 核心理念
  2. 工作流程
  3. 搜索策略对比
  4. 质量检查清单
  5. 示例:员工关怀Skill的正确做法
  6. 核心记住

Files

  • SKILL.mdcore9,467 bytes
  • references/methodology-database.mddoc12,336 bytes
  • references/skill-taxonomy.mddoc11,831 bytes
Read SKILL.md

# Skill From Masters

创建像实战专家一样的skill,而不是像书呆子一样的skill。

## 核心理念

**Skill是干活的。干活的知识来自实践,不是来自理论。**

### 实践专家 vs 理论专家

| 实践专家 | 理论专家 |
|----------|----------|
| **做得最好的人** | 写书的人 |
| 销售冠军 | 销售方法论作者 |
View the complete source on GitHub

Skills included

  • skill-from-masters
  • search-skill
  • skill-from-github
  • skill-from-notebook

Repository facts

License
MIT
Created
Jan 8, 2026
Last pushed
Feb 16, 2026
Forks
158
Open issues
1
Project activity
Slowing

Rank over the last 12 weeks

Now #625 · best #437 · down 125 in 30 days

  1. #613 on Nov 1
  2. #616 on Nov 2
  3. #619 on Nov 3
  4. #621 on Nov 4
  5. #623 on Nov 5
  6. #625 since Nov 6
39 earlier periods
  1. #417 on Aug 2
  2. #426 on Aug 7
  3. #431 on Aug 8
  4. #425 on Aug 9
  5. #441 on Aug 12
  6. #449 on Aug 13
  7. #445 on Aug 14
  8. #437 on Aug 15
  9. #442 on Aug 16
  10. #449 on Aug 17
  11. #449 on Aug 20
  12. #440 on Aug 22
  13. #455 on Aug 24
  14. #455 on Aug 26
  15. #464 on Aug 27
  16. #462 on Aug 28
  17. #470 on Sep 1
  18. #468 on Sep 2
  19. #475 on Sep 3
  20. #464 on Sep 5
  21. #474 on Sep 7
  22. #488 on Sep 8
  23. #482 on Sep 11
  24. #498 on Sep 21
  25. #522 on Sep 29
  26. #511 on Sep 30
  27. #490 on Oct 4
  28. #500 on Oct 5
  29. #534 on Oct 9
  30. #535 on Oct 13
  31. #537 on Oct 16
  32. #549 on Oct 19
  33. #560 on Oct 21
  34. #551 on Oct 22
  35. #594 on Oct 25
  36. #600 on Oct 28
  37. #604 on Oct 29
  38. #608 on Oct 30
  39. #610 on Oct 31

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 3, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 3 notes
  • skills/search-skill/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/search-skill/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/skill-from-github/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
Show all 11 signals by file

skills/search-skill/SKILL.md

  • Access to secretsline 101
    [Credential-related source omitted]
  • Dangerous shell operationline 103
    - Contains eval() or dynamic code execution

skills/skill-from-notebook/TEST-CASES.md

  • Network accessline 16
    **输入**: https://cbea.ms/git-commit/
  • Network accessline 22
    请用 skill-from-notebook 从这篇文章中提取一个 Skill: https://cbea.ms/git-commit/
  • Network accessline 23
    https://cbea.ms/git-commit/
  • Network accessline 66
    **输入**: https://notes.eatonphil.com/2024-04-10-what-makes-a-great-tech-blog.html
  • Network accessline 72
    这是一篇写得很好的技术博客,请逆向分析它,提取出"如何写技术博客"的 Skill: https://notes.eatonphil.com/2024-04-10-what-makes-a-great-tech-blog.html
  • Network accessline 73
    https://notes.eatonphil.com/2024-04-10-what-makes-a-great-tech-blog.html
  • Network accessline 92
    **输入**: https://github.com/sindresorhus/awesome
  • Network accessline 98
    分析这个项目的 README,逆向提取出"如何写好 README"的 Skill: https://github.com/sindresorhus/awesome
  • Network accessline 99
    https://github.com/sindresorhus/awesome

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

No combined signals at this commit.

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md skill-from-masters/SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md skill-from-masters/SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md skill-from-masters/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md skill-from-masters/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md skill-from-masters/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md skill-from-masters/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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GBSOSS/skill-from-masters: #625 on hotskills, 1.6k stars

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