💡 Summary
A Claude Code plugin that enables structural code search using AST patterns, moving beyond simple text matching.
🎯 Target Audience
🤖 AI Roast: “It's like giving a master locksmith a key-making kit, but they still need you to describe the lock in perfect detail.”
Risk: The skill enables execution of the external `ast-grep` CLI tool, which reads and traverses the local filesystem based on user prompts, posing a data exposure risk if the tool or its dependencies are compromised. Mitigation: Use a verified installation source (e.g., official package manager) for ast-grep and regularly audit its dependencies.
ast-grep Plugin Marketplace for AI Agents
A Claude Code plugin marketplace containing the ast-grep skill for powerful structural code search using Abstract Syntax Tree (AST) patterns. Search your codebase based on code structure rather than just text matching.
What is This?
This is a Claude Code plugin marketplace that provides the ast-grep plugin. The plugin includes a skill that teaches Claude how to write and use ast-grep rules to perform advanced code searches. Unlike traditional text-based search (grep, ripgrep), ast-grep understands the structure of your code, allowing you to find patterns like:
- "Find all async functions that don't have error handling"
- "Locate all React components that use a specific hook"
- "Find functions with more than 3 parameters"
- "Search for console.log calls inside class methods"
Prerequisites
You need to have ast-grep installed on your system:
# macOS brew install ast-grep # npm npm install -g @ast-grep/cli # cargo cargo install ast-grep
Verify installation:
ast-grep --version
Installation
Option 1: Install via skills.sh (Recommended)
npx skills add ast-grep/agent-skill
Option 2: Install via Marketplace
- Add the marketplace to your Claude Code:
/plugin marketplace add ast-grep/agent-skill
- Install the ast-grep plugin:
/plugin install ast-grep
-
Restart Claude Code to activate the plugin
-
Verify installation: Use
/helpto see if ast-grep skill is available
Option 3: Install Locally for Development
If you're developing or testing locally:
# Clone the repository git clone https://github.com/ast-grep/claude-skill.git /path/to/local-marketplace # Add as local marketplace /plugin marketplace add /path/to/local-marketplace # Install the plugin /plugin install ast-grep
Usage Notes
You will need to ask Claude to use this skill explicitly in your queries, like "Use ast-grep to find...". Claude Code, as of Nov 2025, cannot automatically detect when to use ast-grep for all appropriate use cases.
How to Use
Once installed, simply ask Claude to search your code using structural patterns. Claude will automatically use this skill when appropriate.
Example Queries
Find async functions with await:
Find all async functions in this project that use await
Find missing error handling:
Show me async functions that don't have try-catch blocks
Find specific function calls:
Find all places where we call console.log with more than one argument
Find code in specific contexts:
Find all setState calls inside useEffect hooks
How It Works
When you ask Claude to search for code patterns:
- Claude analyzes your query and determines if ast-grep is appropriate
- It creates example code that matches your search criteria
- It writes an ast-grep rule to match the pattern
- It tests the rule against the example code
- Once verified, it searches your entire codebase
- Results are presented with file paths and line numbers
Supported Languages
ast-grep supports many programming languages including:
- JavaScript/TypeScript
- Python
- Rust
- Go
- Java
- C/C++
- Ruby
- PHP
- And many more
Key Features
- Structure-aware search: Matches code based on AST structure, not just text
- Metavariables: Use
$VARto match any expression, statement, or identifier - Relational queries: Find code inside specific contexts (e.g., "find X inside Y")
- Composite logic: Combine rules with AND, OR, NOT operations
- Test-driven approach: Rules are tested before running on your codebase
Advanced Usage
Direct ast-grep Commands
While Claude will handle most use cases automatically, you can also use ast-grep directly:
# Simple pattern search ast-grep run --pattern 'console.log($ARG)' --lang javascript . # Complex rule-based search ast-grep scan --inline-rules "id: my-rule language: javascript rule: kind: function_declaration has: pattern: await \$EXPR stopBy: end" .
Debugging
If a search isn't working as expected, ask Claude to:
- Show you the ast-grep rule it created
- Inspect the AST structure of your code
- Test the rule against example code
Repository Structure
This is a Claude Code plugin marketplace repository with the following structure:
claude-skill/
├── .claude-plugin/
│ └── marketplace.json # Marketplace manifest
├── ast-grep/ # ast-grep plugin
│ ├── .claude-plugin/
│ │ └── plugin.json # Plugin manifest
│ └── skills/
│ └── ast-grep/
│ ├── SKILL.md # Skill instructions for Claude
│ └── references/
│ └── rule_reference.md # ast-grep rule documentation
├── ast-grep.zip # Archived version
└── README.md # This file
Key Files
.claude-plugin/marketplace.json: Marketplace manifest defining available pluginsast-grep/.claude-plugin/plugin.json: Plugin manifest for the ast-grep pluginast-grep/skills/ast-grep/SKILL.md: Main skill instructions that Claude usesast-grep/skills/ast-grep/references/: Supporting documentation and reference materials
Tips for Best Results
- Be specific: The more details you provide, the better the search results
- Provide examples: If possible, show Claude an example of what you want to find
- Iterate: Start with a broad search and narrow it down
- Ask for explanations: Ask Claude to explain the ast-grep rule it creates
Examples of What You Can Search For
Code Quality
- Functions without return statements
- Functions with too many parameters
- Unused variables
- Missing null checks
Patterns
- React hooks usage patterns
- API call patterns
- Database query patterns
- Error handling patterns
Refactoring
- Find all uses of deprecated functions
- Locate code that needs migration
- Find inconsistent patterns across codebase
Security
- Potential SQL injection points
- Unsafe eval usage
- Missing input validation
Troubleshooting
Claude isn't using the skill:
- Make sure ast-grep is installed (
ast-grep --version) - Try being more explicit: "Use ast-grep to search for..."
No results found:
- Try a simpler query first
- Ask Claude to show you the rule and test it
- Provide an example of code you want to match
Unexpected results:
- Refine your query with more details
- Ask Claude to exclude certain patterns
- Request to see the AST structure of your code
Contributing
To improve this skill:
- Edit
SKILL.mdto update Claude's instructions - Add examples to
references/directory - Test with various code patterns
Resources
- ast-grep Official Documentation
- ast-grep Playground - Test patterns online
- ast-grep GitHub
License
This skill follows ast-grep's MIT license for any included documentation or examples.
Support
For issues with:
- This skill: Open an issue in this repository
- ast-grep itself: Visit ast-grep GitHub
- Claude Code: Check Claude Code documentation
Pros
- Enables powerful, context-aware code searches via AST.
- Integrates directly into Claude Code workflow.
- Supports a wide range of programming languages.
- Includes clear examples and troubleshooting guidance.
Cons
- Requires explicit user prompting; not fully automatic.
- Depends on external ast-grep CLI tool installation.
- Learning curve for crafting effective structural patterns.
Related Skills
pytorch
S“It's the Swiss Army knife of deep learning, but good luck figuring out which of the 47 installation methods is the one that won't break your system.”
agno
S“It promises to be the Kubernetes for agents, but let's see if developers have the patience to learn yet another orchestration layer.”
nuxt-skills
S“It's essentially a well-organized cheat sheet that turns your AI assistant into a Nuxt framework parrot.”
Disclaimer: This content is sourced from GitHub open source projects for display and rating purposes only.
Copyright belongs to the original author ast-grep.
