Agent skill

Skill From GitHub

by GBSOSS in GBSOSS/skill-from-masters

Create skills by learning from high-quality GitHub projects. An agent skill from GBSOSS/skill-from-masters.

MITAuto-check passedAgent Workflows

Install Skill From GitHub

skills CLI
$ npx skills add GBSOSS/skill-from-masters --skill skill-from-github -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install GBSOSS/skill-from-masters skill-from-github --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/GBSOSS/skill-from-masters.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/skill-from-github .claude/skills/skill-from-github && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
skill-from-github
GitHub stars
1.6k
Token cost
~1.2k tokens
SKILL.md length
466 words
Files
1
Skills in repo
4
Repo updated
First seen
Licence
MIT

At a glance

Create skills by learning from high-quality GitHub projects. An agent skill from GBSOSS/skill-from-masters.

  • Works in 6 steps: Understand User Intent → Search GitHub → Present Options to User → …
  • Agent Workflows work in your project
  • SKILL.md covers When to Use, Workflow, Example and Important Notes, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Skill From GitHub is an agent skill from GBSOSS/skill-from-masters. Create skills by learning from high-quality GitHub projects

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows. It works with GitHub. The repository describes itself as: Stand on the shoulders of giants — Create AI skills built on proven methodologies from domain experts. The licence is MIT.

When your agent uses it

  • Agent Workflows work in your project

Example prompts

  • “/skill-from-github”

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Understand User Intent
  2. Search GitHub
  3. Present Options to User
  4. Deep Dive into Selected Project
  5. Summarize Understanding
  6. Create Skill via skill-creator

What it can do on your machine

Read from SKILL.md and the folder at commit c4d27d2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Skill From GitHub loads about 1.2k tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 466 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~19
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from GBSOSS/skill-from-masters at commit c4d27d2, republished under its MIT licence (© GBSOSS). 466 words, ~1,213 tokens.

Download SKILL.mdSave it as .claude/skills/skill-from-github/SKILL.md (or your agent's skills folder).
name
skill-from-github
description
Create skills by learning from high-quality GitHub projects
model
sonnet

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

Step 1: Understand User Intent

Clarify what the user wants to achieve:

  • What is the input?
  • What is the expected output?
  • Any constraints (language, framework, etc.)?
Step 2: Search GitHub

Search for projects that solve this problem:

{task keywords} language:{preferred} stars:>100 sort:stars

Search tips:

  • Start broad, then narrow down
  • Try different keyword combinations
  • Include "cli", "tool", "library" if relevant

Quality filters (must meet ALL):

  • Stars > 100 (community validated)
  • Updated within last 12 months (actively maintained)
  • Has README with clear documentation
  • Has actual code (not just awesome-list)
Step 3: Present Options to User

Show top 3-5 candidates:

markdown
## Found X projects that can help

### Option 1: [project-name](github-url)
- Stars: xxx | Last updated: xxx
- What it does: one-line description
- Why it's good: specific strength

### Option 2: ...

Which one should I dive into? Or should I search differently?

Wait for user confirmation before proceeding.

Step 4: Deep Dive into Selected Project

Once user selects a project, thoroughly understand it:

  1. Read README - Understand purpose, features, usage
  2. Read core source files - Understand how it works
  3. Check examples - See real usage patterns
  4. Note dependencies - What it relies on
  5. Identify key concepts - The mental model behind it

Extract:

  • Core algorithm/approach
  • Input/output formats
  • Error handling patterns
  • Best practices encoded in the code
Step 5: Summarize Understanding

Present what you learned to user:

markdown
## Understanding [project-name]

### Core Approach
How it solves the problem...

### Key Techniques
1. ...
2. ...

### Limitations
- ...

### What I'll encode in the skill
- ...

Does this look right? Should I proceed to create the skill?

Wait for user confirmation.

Show full SKILL.md (214 more words)Show less
Step 6: Create Skill via skill-creator

Hand off to skill-creator with:

  1. Clear purpose - What the skill does
  2. Methodology - The approach learned from the project
  3. Step-by-step process - Concrete instructions
  4. Quality criteria - What good output looks like
  5. Common pitfalls - What to avoid (learned from project issues/docs)

Important: The skill should encode the knowledge from the project, not just wrap the tool. The skill should work even without the original project installed.

Example

User: "I want to write better commit messages"

Step 2 - Search:

commit message convention stars:>100 sort:stars

Step 3 - Present:

## Found 4 projects

### Option 1: conventional-commits/conventionalcommits.org (4.2k ⭐)
- Specification for human and machine readable commit messages
- Why: Industry standard, used by Angular, Vue, etc.

### Option 2: commitizen/cz-cli (15k ⭐)
- CLI tool for creating conventional commits
- Why: Battle-tested, lots of adapters

### Option 3: carloscuesta/gitmoji (14k ⭐)
- Emoji guide for commit messages
- Why: Visual, fun approach

Which one interests you?

User: "Let's go with conventional commits"

Step 4 - Deep dive:

  • Read the specification
  • Understand types (feat, fix, docs, etc.)
  • Learn about scopes, breaking changes
  • Study real-world examples

Step 5 - Summarize:

## Understanding Conventional Commits

### Core Approach
Structured format: <type>(<scope>): <description>

### Key Types
- feat: new feature
- fix: bug fix
- docs: documentation
- ...

### Benefits Learned
- Automated changelog generation
- Semantic versioning
- Clear history

Ready to create a commit message skill based on this?

Step 6 - Create skill with these principles encoded

Important Notes

  1. Always get user confirmation - At step 3 (project selection) and step 5 (before creating)
  2. Prefer learning over wrapping - Encode the knowledge, not just "run this tool"
  3. Check license - Mention if project has restrictive license
  4. Credit the source - Include attribution in generated skill
  5. Quality over speed - Take time to truly understand the project

What This Skill is NOT

  • NOT a package installer
  • NOT a tool wrapper
  • It's about learning from the best projects and encoding that knowledge into a reusable skill

© GBSOSS, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/skill-from-github of GBSOSS/skill-from-masters.

Open the folder on GitHubat commit c4d27d2

Compare with similar skills

Skill From GitHub next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Skill From GitHub compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill From GitHub this skillGBSOSS/skill-from-masters1.6k—~1.2kAutomated safety check: PassMIT
Diagnosing Superpowers Sessionsobra/superpowers297k3 repos~1.7kAutomated safety check: PassMIT
Auto Skill Buildertradecatlabs/vibe-coding-cn17k1 repos~2.4kAutomated safety check: PassMIT
Agentic Workflow Designerdotnet/Open-XML-SDK4.6k2 repos~3.5kAutomated safety check: PassMIT
Skill Seekers Builderyusufkaraaslan/Skill_Seekers15k—~760Automated safety check: PassMIT
Repomix Codebase Packeryamadashy/repomix29k—~1.3kAutomated safety check: NotesMIT

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Works with

Categories

Questions about Skill From GitHub

What does Skill From GitHub do?

Create skills by learning from high-quality GitHub projects. An agent skill from GBSOSS/skill-from-masters. Skill From GitHub is an agent skill from GBSOSS/skill-from-masters.

When should I use Skill From GitHub?

Skill From GitHub fits situations like: agent Workflows work in your project.

How do I install Skill From GitHub in Claude Code?

Run `npx skills add GBSOSS/skill-from-masters --skill skill-from-github -a claude-code`. Or copy the skill folder (skills/skill-from-github in GBSOSS/skill-from-masters) into .claude/skills/skill-from-github in your project. Claude Code loads it when a task matches its description.

How do I install Skill From GitHub in Codex?

Run `npx skills add GBSOSS/skill-from-masters --skill skill-from-github -a codex`. Or copy the skill folder (skills/skill-from-github in GBSOSS/skill-from-masters) into .agents/skills/skill-from-github in your project. Codex loads it when a task matches its description.

Can I use Skill From GitHub in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add GBSOSS/skill-from-masters --skill skill-from-github -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-from-github, .gemini/skills/skill-from-github, .github/skills/skill-from-github and .opencode/skills/skill-from-github in your project.

What does Skill From GitHub need to run?

SKILL.md names no scripts, command-line tools or credentials: Skill From GitHub is instructions for the agent only.

Does Skill From GitHub access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Skill From GitHub safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Skill From GitHub use?

Skill From GitHub is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Skill From GitHub use?

About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Skill From GitHub?

Skills that share tags, products or a category with Skill From GitHub: Diagnosing Superpowers Sessions (obra/superpowers, 297k stars), Auto Skill Builder (tradecatlabs/vibe-coding-cn, 17k stars), Agentic Workflow Designer (dotnet/Open-XML-SDK, 4.6k stars) and Skill Seekers Builder (yusufkaraaslan/Skill_Seekers, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill From GitHub?

GBSOSS (a GitHub organization) maintains it in GBSOSS/skill-from-masters, which has 1,588 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on February 16, 2026.

Source: GBSOSS/skill-from-masters on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.