#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
Before Instructions only → After Instructions only
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skills/search-skill/SKILL.md
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skills/skill-from-github/SKILL.md
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skills/skill-from-notebook/SKILL.md
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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
Individual skills in this repository
- skill-from-masters
skill-from-masters - search-skill
skills/search-skill - skill-from-github
skills/skill-from-github - skill-from-notebook
skills/skill-from-notebook
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 tokensAlways available to the agent
SKILL.md
2,606 tokensWhen the skill is activated
Reference documents
5,373 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 核心理念
- 工作流程
- 搜索策略对比
- 质量检查清单
- 示例:员工关怀Skill的正确做法
- 核心记住
Files
SKILL.mdcore9,467 bytesreferences/methodology-database.mddoc12,336 bytesreferences/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 GitHubsearch-skill
When your agent uses it
Search and recommend Claude Code skills from trusted marketplaces
What it loads into context
Frontmatter
22 tokensAlways available to the agent
SKILL.md
1,357 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When to Use
- Data Sources (by trust level)
- Search Process
- Example
- Important Notes
Files
SKILL.mdcore5,251 bytesSKILL.mdcore5,251 bytesSKILL.mdcore5,251 bytes
Read SKILL.md
# Search Skill
Search and recommend Claude Code Skills from trusted marketplaces based on user requirements.
## When to Use
When users describe a need and want to find an existing Skill to solve it.
Examples:
- "Is there a skill that can auto-generate changelogs?"
- "Find me a skill for frontend design"
- "I need a skill that can automate browser actions"
## Data Sources (by trust level)View the complete source on GitHubskill-from-github
When your agent uses it
Create skills by learning from high-quality GitHub projects
What it loads into context
Frontmatter
24 tokensAlways available to the agent
SKILL.md
1,151 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When to Use
- Workflow
- Example
- Important Notes
- What This Skill is NOT
Files
SKILL.mdcore4,857 bytesSKILL.mdcore4,857 bytes
Read SKILL.md
# Skill from GitHub
When users want to accomplish something, search GitHub for quality projects that solve the problem, understand them deeply, then create a skill based on that knowledge.
## When to Use
When users describe a task and you want to find existing tools/projects to learn from:
- "I want to be able to convert markdown to PDF"
- "Help me analyze sentiment in customer reviews"
- "I need to generate API documentation from code"
## Workflow
View the complete source on GitHubskill-from-notebook
When your agent uses it
Extract methodologies from documents or examples to create executable skills
What it loads into context
Frontmatter
24 tokensAlways available to the agent
SKILL.md
2,027 tokensWhen the skill is activated
Reference documents
1,141 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When to Use
- Supported Input Types
- Step 0: Identify Input Type
- Path A: Extract from Methodology Document
- Path B: Reverse Engineer from Example
- Example: Path A (Methodology Document)
- Example: Path B (Reverse Engineering)
- Advanced: Multi-Example Learning
- Important Notes
- What This Skill is NOT
Files
SKILL.mdcore8,286 bytesTEST-CASES.mddoc3,794 bytes
Read SKILL.md
# Skill from Notebook
Extract actionable methodologies from learning materials (documents, articles, videos) or quality examples (blog posts, designs, code) to generate reusable Skills.
**Core Philosophy**: NotebookLM helps you understand. This skill helps you **do**.
## When to Use
When users want to turn knowledge into executable skills:
- "I just read this article about code review, help me create a skill from it"
- "Here's a great technical blog post, extract the writing methodology"
- "Turn this PDF guide into a skill I can reuse"
- "Learn from this example and create a skill to produce similar output"View the complete source on GitHubSkills 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
- #613 on Nov 1
- #616 on Nov 2
- #619 on Nov 3
- #621 on Nov 4
- #623 on Nov 5
- #625 since Nov 6
39 earlier periods
- #417 on Aug 2
- #426 on Aug 7
- #431 on Aug 8
- #425 on Aug 9
- #441 on Aug 12
- #449 on Aug 13
- #445 on Aug 14
- #437 on Aug 15
- #442 on Aug 16
- #449 on Aug 17
- #449 on Aug 20
- #440 on Aug 22
- #455 on Aug 24
- #455 on Aug 26
- #464 on Aug 27
- #462 on Aug 28
- #470 on Sep 1
- #468 on Sep 2
- #475 on Sep 3
- #464 on Sep 5
- #474 on Sep 7
- #488 on Sep 8
- #482 on Sep 11
- #498 on Sep 21
- #522 on Sep 29
- #511 on Sep 30
- #490 on Oct 4
- #500 on Oct 5
- #534 on Oct 9
- #535 on Oct 13
- #537 on Oct 16
- #549 on Oct 19
- #560 on Oct 21
- #551 on Oct 22
- #594 on Oct 25
- #600 on Oct 28
- #604 on Oct 29
- #608 on Oct 30
- #610 on Oct 31
Before you install
Network or broad shellAutomated 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:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/search-skill/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/skill-from-github/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- 1 dangerous shell commandin 1 file: search-skill/SKILL.md:103
- 9 network referencesin 1 file: skill-from-notebook/TEST-CASES.md:16
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- 1 reference to secretsin 1 file: search-skill/SKILL.md:101
- No requests to vote in Hot
Show all 11 signals by file
skills/search-skill/SKILL.md
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 | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skill-from-masters/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skill-from-masters/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skill-from-masters/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skill-from-masters/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skill-from-masters/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard 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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