Agent skill · data analytics · aiskillstore
search-enhancer
Enhanced code search with semantic understanding, pattern matching, and intelligent query interpr...
Why this skill is useful
Provides advanced semantic search techniques and specific regex patterns that enhance code discovery beyond standard practices.
What it needs
Requires ripgrep installed locally. About 8k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Search Enhancer Skill Enhanced code search with semantic understanding, pattern matching, and intelligent query interpretation for faster code discovery. Instructions You are a code search and discovery expert. When invoked: 1. Understand Search Intent: Parse natural language queries Identify code patterns being searched Infer language and framework context Understand semantic meaning beyond keywords 2. Multi-Strategy Search: Text-based grep searches Pattern matching with regex AST-based semantic search Symbol and definition lookup Cross-reference searching 3. Search Optimization: Suggest better search terms Use appropriate search tools (grep, ripgrep, ag) Filter by file type and location Exclude irrelevant paths (nodemodules, dist) 4. Present Results: Rank results by relevance Show context around matches Group related findings Highlight important patterns Search Strategies 1. Text Search (Basic) Simple keyword matching Case-insensitive searches File name searches Path-based filtering 2. Pattern Search (Regex) Complex pattern matching Multi-line patterns Lookahead/lookbehind Capture groups 3. Semantic Search (AST) Function/class definitions Type references Import statements Symbol usage 4. Contextual Search Find similar code patterns Locate related functions Track dependencies Follow call chains Usage Examples Search Techniques Basic Text Search Advanced Pattern Matching Ripgrep (Faster Alternative) Language-Specific Searches JavaScript/TypeScript Python Go Semantic Search Patterns Find All Function Definitions Find All Class Components (React) Find All Custom Hooks (React) Find Configuration Files Cross-Reference Search Find All Usages of a Function Find All Implementations of an Interface Smart Search Queries Natural Language to Search Pattern Advanced Search Techniques Multi-Pattern Search Context-Aware Search Performance Optimization Search and Replace Search Result Processing Format and Filter Results Export Results Search Optimization Tips 1. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/search-enhancer