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Code Structural Search

Use ast-grep for AST-based code pattern matching.

When to Use

• Find code by structure, not keywords
• "Find all functions with 3 arguments"
• "Find all classes that extend X"
• "Find all database queries"
• "Find all error handling patterns"
• Precise code refactoring (change exact patterns)

Interface

Skill({ skill: 'code-structural-search', args: 'pattern-here --lang ts' });

Language Support

ast-grep supports 20+ languages via tree-sitter:

Pattern Examples

JavaScript/TypeScript

Find all functions:

function $NAME($ARGS) { $$ }

Find functions with exactly 2 arguments:

function $NAME($A, $B) { $$ }

Find async functions:

async function $NAME($ARGS) { $$ }

Find class methods:

class $NAME {
  $METHOD($ARGS) { $$ }
}

Find arrow functions:

const $NAME = ($ARGS) => { $$ }

Find console.log statements:

console.log($$$)

Find try-catch blocks:

try { $$ } catch ($ERR) { $$ }

Python

Find all functions:

def $NAME($ARGS): $$$

Find class definitions:

class $NAME: $$$

Find async functions:

async def $NAME($ARGS): $$$

Find imports:

import $MODULE

Find from imports:

from $MODULE import $$$

Go

Find all functions:

func $NAME($ARGS) $RETURN { $$ }

Find struct definitions:

type $NAME struct { $$$ }

Find interface definitions:

type $NAME interface { $$$ }

Rust

Find all functions:

fn $NAME($ARGS) -> $RETURN { $$ }

Find impl blocks:

impl $NAME { $$$ }

Find pub functions:

pub fn $NAME($ARGS) -> $RETURN { $$ }

Java

Find all methods:

public $RETURN $NAME($ARGS) { $$ }

Find class definitions:

public class $NAME { $$$ }

Find interface definitions:

public interface $NAME { $$$ }

Pattern Syntax

Performance

• Speed: <50ms per search (typical)
• Best combined with semantic search (Phase 1)
• Use ripgrep first for initial file discovery

vs Other Tools

vs Ripgrep (grep):

• Ripgrep: Fast text search, finds keywords
• ast-grep: Structural search, finds exact code patterns
• Use ripgrep first → then ast-grep to refine

vs Semantic Search (Phase 1):

• Semantic: Understands code meaning
• ast-grep: Understands code structure
• Combined: Best results (Phase 2)

Usage Workflow

1. Broad search with ripgrep:

   Skill({ skill: 'ripgrep', args: 'authenticate --type ts' })

2. Structural refinement with ast-grep:

   Skill({ skill: 'code-structural-search', args: 'function authenticate($$$) { $$ } --lang ts' })

3. Semantic understanding with Phase 1:

   Skill({ skill: 'code-semantic-search', args: 'authentication logic' })

Common Use Cases

Security Patterns

Find unvalidated inputs:

router.post($PATH, ($REQ, $RES) => { $$ })

Find SQL queries (potential injection):

db.query(`SELECT * FROM ${$VAR}`)

Find eval usage:

eval($$$)

Code Quality Patterns

Find deeply nested functions:

function $NAME($ARGS) {
  if ($COND) {
    if ($COND2) {
      if ($COND3) { $$ }
    }
  }
}

Find long parameter lists ( >5 params):

function $NAME($A, $B, $C, $D, $E, $F, $$$) { $$ }

Find unused variables:

const $NAME = $VALUE;

Refactoring Patterns

Find old API usage:

oldAPI.deprecatedMethod($$$)

Find callback patterns (convert to async/await):

$FUNC($ARGS, ($ERR, $DATA) => { $$ })

Find React class components (convert to hooks):

class $NAME extends React.Component { $$$ }

Iron Laws

1. ALWAYS specify the language with--lang flag — without a language flag, ast-grep applies heuristics that produce false positives; specify --lang ts, --lang py, etc. for accurate AST parsing.
2. ALWAYS use ripgrep/keyword search first to narrow the target set — structural search over the whole codebase is slow; use ripgrep to find candidate files first, then apply ast-grep for precise matching.
3. NEVER use regex for structural code patterns — regex breaks on formatting differences, nested structures, and multi-line code; AST patterns are format-independent and semantically precise.
4. ALWAYS test patterns on a known match before running project-wide — patterns with incorrect syntax silently match nothing; verify the pattern finds at least one known example before broad application.
5. ALWAYS use$$$ for variable argument lists, not * or . — ast-grep uses metavariable syntax ($NAME, , ); regex or glob syntax in patterns produces silent failures.

Anti-Patterns

Memory Protocol (MANDATORY)

Before starting: Read .claude/context/memory/learnings.md

After completing:

• New pattern → .claude/context/memory/learnings.md
• Issue found → .claude/context/memory/issues.md
• Decision made → .claude/context/memory/decisions.md

ASSUME INTERRUPTION: If it's not in memory, it didn't happen.

Weekly Installs

57

Repository

oimiragieo/agent-studio

GitHub Stars

19

First Seen

Feb 8, 2026

Security Audits

Gen Agent Trust HubPassSocketPassSnykFail

Installed on

gemini-cli57

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kimi-cli56

amp56

codex56

opencode56