nano-banana-pro-prompts-recommend-skill
AI skill for OpenClaw & Claude Code — recommend from 10000+ Nano Banana Pro (Gemini) image prompts. Smart search by use case, content remix, sample images.
Read GitHub repos the RIGHT way - via gitmcp.io instead of raw scraping. Why this beats web search: (1) Semantic search across docs, not just keyword matching, (2) Smart code navigation with accurate file structure - zero hallucinations on repo layout, (3) Proper markdown output optimized for LLMs, not raw HTML/JSON garbage, (4) Aggregates README + /docs + code in one clean interface, (5) Respects rate limits and robots.txt. Stop pasting raw GitHub URLs - use this instead.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install am-will/read-githubInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Access GitHub repository documentation and code via the gitmcp.io MCP service.
Convert GitHub URLs to gitmcp.io:
github.com/owner/repo → gitmcp.io/owner/repo
https://github.com/karpathy/llm-council → https://gitmcp.io/karpathy/llm-council
The scripts/gitmcp.py script provides CLI access to repository docs.
python3 scripts/gitmcp.py list-tools owner/repo
Retrieves the full documentation file (README, docs, etc.):
python3 scripts/gitmcp.py fetch-docs owner/repo
Semantic search within repository documentation:
python3 scripts/gitmcp.py search-docs owner/repo "query"
Search code using GitHub Search API (exact match):
python3 scripts/gitmcp.py search-code owner/repo "function_name"
Fetch content from URLs mentioned in documentation:
python3 scripts/gitmcp.py fetch-url owner/repo "https://example.com/doc"
Call any MCP tool directly:
python3 scripts/gitmcp.py call owner/repo tool_name '{"arg": "value"}'
Tool names are dynamically prefixed with the repo name (underscored):
karpathy/llm-council → fetch_llm_council_documentation
facebook/react → fetch_react_documentation
my-org/my-repo → fetch_my_repo_documentation
For any repository, these tools are available:
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# Read GitHub Docs
Access GitHub repository documentation and code via the gitmcp.io MCP service.
## URL Conversion
Convert GitHub URLs to gitmcp.io:
- `github.com/owner/repo` → `gitmcp.io/owner/repo`
- `https://github.com/karpathy/llm-council` → `https://gitmcp.io/karpathy/llm-council`
## CLI Usage
The `scripts/gitmcp.py` script provides CLI access to repository docs.
### List Available Tools
```bash
python3 scripts/gitmcp.py list-tools owner/repo
```
### Fetch Documentation
Retrieves the full documentation file (README, docs, etc.):
```bash
python3 scripts/gitmcp.py fetch-docs owner/repo
```
### Search Documentation
Semantic search within repository documentation:
```bash
python3 scripts/gitmcp.py search-docs owner/repo "query"
```
### Search Code
Search code using GitHub Search API (exact match):
```bash
python3 scripts/gitmcp.py search-code owner/repo "function_name"
```
### Fetch Referenced URL
Fetch content from URLs mentioned in documentation:
```bash
python3 scripts/gitmcp.py fetch-url owner/repo "https://example.com/doc"
```
### Direct Tool Call
Call any MCP tool directly:
```bash
python3 scripts/gitmcp.py call owner/repo tool_name '{"arg": "value"}'
```
## Tool Names
Tool names are dynamically prefixed with the repo name (underscored):
- `karpathy/llm-council` → `fetch_llm_council_documentation`
- `facebook/react` → `fetch_react_documentation`
- `my-org/my-repo` → `fetch_my_repo_documentation`
## Available MCP Tools
For any repository, these tools are available:
1. **fetch_{repo}_documentation** - Fetch entire documentation. Call first for general questions.
2. **search_{repo}_documentation** - Semantic search within docs. Use for specific queries.
3. **search_{repo}_code** - Search code via GitHub API (exact match). Returns matching files.
4. **fetch_generic_url_content** - Fetch any URL referenced in docs, respecting robots.txt.
## Workflow
1. When given a GitHub repo, first fetch documentation to understand the project
2. Us...AI skill for OpenClaw & Claude Code — recommend from 10000+ Nano Banana Pro (Gemini) image prompts. Smart search by use case, content remix, sample images.
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