Why Use This This skill provides specialized capabilities for aiskillstore's codebase.
Use Cases Developing new features in the aiskillstore repository Refactoring existing code to follow aiskillstore standards Understanding and working with aiskillstore's codebase structure
Install Guide 2 steps 1 2 Install inside Ananke
Click Install Skill, paste the link below, then press Install.
https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/structural-search Skill Snapshot Auto scan of skill assets. Informational only.
Valid SKILL.md Checks against SKILL.md specification
Source & Community
Updated At Jan 19, 2026, 04:39 AM
Skill Stats
SKILL.md 99 Lines
Total Files 1
Total Size 0 B
License NOASSERTION
---
name: structural-search
description: "Search code by AST structure using ast-grep. Find semantic patterns like function calls, imports, class definitions instead of text patterns. Triggers on: find all calls to X, search for pattern, refactor usages, find where function is used, structural search, ast-grep, sg."
compatibility: "Requires ast-grep (sg) CLI tool. Install: brew install ast-grep (macOS) or cargo install ast-grep (cross-platform)."
allowed-tools: "Bash"
---
# Structural Search
Search code by its abstract syntax tree (AST) structure. Finds semantic patterns that regex cannot match reliably.
## Tools
| Tool | Command | Use For |
|------|---------|---------|
| ast-grep | `sg -p 'pattern'` | AST-aware code search |
## Pattern Syntax
| Pattern | Matches | Example |
|---------|---------|---------|
| `$NAME` | Named identifier | `function $NAME() {}` |
| `$_` | Any single node | `console.log($_)` |
| `$$$` | Zero or more nodes | `function $_($$$) {}` |
## Top 10 Essential Patterns
```bash
# 1. Find console.log calls
sg -p 'console.log($_)'
# 2. Find React hooks
sg -p 'const [$_, $_] = useState($_)'
sg -p 'useEffect($_, [$$$])'
# 3. Find function definitions
sg -p 'function $NAME($$$) { $$$ }'
sg -p 'def $NAME($$$): $$$' --lang python
# 4. Find imports
sg -p 'import $_ from "$_"'
sg -p 'from $_ import $_' --lang python
# 5. Find async patterns
sg -p 'await $_'
sg -p 'async function $NAME($$$) { $$$ }'
# 6. Find error handling
sg -p 'try { $$$ } catch ($_) { $$$ }'
sg -p 'if err != nil { $$$ }' --lang go
# 7. Find potential issues
sg -p '$_ == $_' # == instead of ===
sg -p 'eval($_)' # Security risk
sg -p '$_.innerHTML = $_' # XSS vector
# 8. Preview refactoring
sg -p 'console.log($_)' -r 'logger.info($_)'
# 9. Apply refactoring
sg -p 'var $NAME = $_' -r 'const $NAME = $_' --rewrite
# 10. Search specific language
sg -p 'pattern' --lang typescript
```
## Quick Reference
| Task | Command |
|------|---------|
| Find pattern | `sg -p 'pattern'` |
| Specific language | `sg -p 'pattern' --lang python` |
| Replace (preview) | `sg -p 'old' -r 'new'` |
| Replace (apply) | `sg -p 'old' -r 'new' --rewrite` |
| Show context | `sg -p 'pattern' -A 3` |
| JSON output | `sg -p 'pattern' --json` |
| File list only | `sg -p 'pattern' -l` |
| Count matches | `sg -p 'pattern' --count` |
| Run YAML rules | `sg scan` |
## When to Use
- Finding all usages of a function/method
- Locating specific code patterns (hooks, API calls)
- Preparing for large-scale refactoring
- When regex would match false positives
- Detecting anti-patterns and security issues
- Creating custom linting rules
## Additional Resources
For complete patterns, load:
- `./references/js-ts-patterns.md` - JavaScript/TypeScript patterns
- `./references/python-patterns.md` - Python patterns
- `./references/go-rust-patterns.md` - Go and Rust patterns
- `./references/security-patterns.md` - Security vulnerability detection
- `./references/advanced-usage.md` - YAML rules and tool integration
- `./assets/rule-template.yaml` - Starter template for custom rules