self-learning
Autonomous skill generator that learns new technologies from the web. Use when, users want to learn about a new library/framework/tool, need to create a skill for an unfamiliar technology, want to research and document a technology's usage patterns, or invoke with `/learn <topic>`. This skill uses web search and browser tools to discover, extract, and synthesize documentation into a reusable skill.
What this skill does
# Self-Learning Skill Generator
Autonomously research and learn new technologies from the web, then generate a reusable skill.
## Usage
```
/learn <topic>
```
If `<topic>` is missing, show usage. If topic is ambiguous, ask to clarify:
- "react" → "React for web, React Native, or a specific library like react-query?"
- "apollo" → "Apollo GraphQL client, Apollo Server, or Apollo Federation?"
- "aws" → "Which AWS service? (S3, Lambda, DynamoDB, etc.)"
Normalize to **kebab-case** for filenames.
### 2. Discover Sources (Web Search)
Use web search tool to find authoritative documentation:
**Search queries to try:**
1. `<topic> official documentation`
2. `<topic> getting started guide`
3. `<topic> API reference`
4. `<topic> GitHub repository`
**Source prioritization:**
1. Official docs sites (e.g., docs.*, *.dev)
2. Official GitHub repositories (README, /docs)
3. Official blogs/announcements
Select **3–5 high-quality URLs** maximum.
If no credible sources found, ask user to provide a URL.
---
### 3. Extract Content (URL Reading)
For each selected URL, read the content:
**Extract only relevant sections:**
- Installation / setup
- Core concepts
- API reference / key functions
- Common patterns / examples
- Version information
**Skip irrelevant content:**
- Navigation, ads, login prompts
- Unrelated sidebar content
- Comments, forums
If reading the content fails (JavaScript-heavy sites), fall back to browser agent:
```
Task: Navigate to <URL> and extract the main content including:
- Installation instructions
- Core concepts and API reference
- Code examples
Return the extracted content as markdown.
```
Record scrape timestamp for each source (use current date: YYYY-MM-DD format).
---
### 4. Generate Skill
Skills are modular, self-contained packages. Every skill consists of a required `SKILL.md` file and optional bundled resources:
```
skill-name/
├── SKILL.md (required)
│ ├── YAML frontmatter metadata (required)
│ │ ├── name: (required)
│ │ └── description: (required)
│ └── Markdown instructions (required)
└── Bundled Resources (optional)
├── scripts/ - Executable code (Python/Bash/etc.)
├── references/ - Documentation intended to be loaded into context as needed
└── assets/ - Files used in output (templates, icons, fonts, etc.)
```
1. Read `references/skill_creation_guide.md` to understand the format and principles.
2. Synthesize the learned and extracted information into a new skill.
- **Trigger:** Write a description that clearly defines when to use it.
- **Workflow:** Create step-by-step instructions.
- **Format:** Ensure valid YAML frontmatter and proper file structure.
### 5. Save the Skill
Antigravity supports two types of skills, save a global-workspace if asked.
- `.agent/skills/<skill-folder>/` Workspace-specific
- `~/.gemini/antigravity/skills/<skill-folder>/` Global (all workspaces)
Create directory if it doesn't exist, warn user before overwriting existing skill.
---
### 6. Confirm to User
Report:
```
✓ Created skill: <topic>
Sources scraped: <N>
Saved to: .agent/skills/<topic>/SKILL.md
This skill will auto-trigger when working with <topic>.
```
---
## Tool Reference
- `search_web`: Discover documentation URLs
- `read_url_content`: Extract content from static pages
- `browser_subagent`: Extract content from JavaScript-heavy sites
- `write_to_file`: Save the generated skill
## Critical Rules
1. **Never hallucinate documentation:** Only include information from scraped sources.
2. **Never invent APIs:** If documentation is unclear, ask the user what to do.
3. **Ask for URLs:** If automated discovery fails, ask user for specific URLs.
4. **Verify sources:** Prefer official sources over third-party tutorials.
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