Token-efficient codebase exploration using MCP-first approach. Locates functions, classes, patterns, and traces dependencies with 80-90% token savings. Use when searching code, finding implementations, or tracing call chains.
Scanned 2/12/2026
Install via CLI
openskills install majiayu000/claude-skill-registry---
name: code-search
description: Token-efficient codebase exploration using MCP-first approach. Locates functions, classes, patterns, and traces dependencies with 80-90% token savings. Use when searching code, finding implementations, or tracing call chains.
---
# Code Search
Explores codebases efficiently using MCP tools before falling back to file reads.
## When to Use
- Finding functions, classes, or patterns
- Understanding feature implementation
- Tracing dependencies and call chains
- Architecture boundary verification
- Gathering context for documentation
## MCP Workflow
```
# 1. Check past context
claude-mem.search(query="<keyword>", project="<project>")
# 2. Get file overview
serena.get_symbols_overview(relative_path="target/directory")
# 3. Find symbol (signature only first)
serena.find_symbol(name_path="ClassName", depth=1, include_body=False)
# 4. Get body only when needed
serena.find_symbol(name_path="ClassName/method", include_body=True)
# 5. Trace dependencies
serena.find_referencing_symbols(name_path="ClassName/method")
# 6. Framework patterns
context7.get-library-docs("<framework>", topic="<topic>")
```
## Search Patterns
### By Name
```
serena.find_symbol("*Service", include_kinds=[5]) # Classes
serena.find_symbol("UserService/create", include_body=True) # Method
```
### By Pattern (TOKEN CRITICAL - Always Scope!)
```python
# WRONG - Will return 20k+ tokens:
serena.search_for_pattern("@Cacheable|@cached")
# CORRECT - Scoped and limited:
serena.search_for_pattern(
substring_pattern="@Cacheable",
relative_path="module-core-domain/",
context_lines_after=1,
max_answer_chars=3000
)
```
### Dependencies
```
serena.find_referencing_symbols("UserService/create") # Who calls this?
```
### Architecture
```
serena.search_for_pattern("import.*infra", relative_path="src/domain/")
```
### For Documentation
```
# Public APIs (classes, methods)
serena.get_symbols_overview(depth=1) # Module structure
serena.find_symbol("*Service", depth=1, include_body=False) # Signatures
# Find existing docs
serena.find_file(file_mask="*.md", relative_path=".")
serena.find_file(file_mask="README*", relative_path=".")
```
## Output Format
```markdown
## Search: [Target]
| File | Symbol | Line | Type |
|------|--------|------|------|
| path/file | Class.method | 45 | function |
### Key Code
[Relevant snippet - max 20 lines]
### Dependencies
- Calls: [list]
- Called By: [list]
```
## Symbol Kinds
| Kind | Number | Description |
|------|--------|-------------|
| Class | 5 | Class definition |
| Method | 6 | Class method |
| Function | 12 | Standalone function |
| Interface | 11 | Interface |
## Efficiency Rules
**Do:**
- Start with `get_symbols_overview` before reading files
- Use `include_body=False` first
- Limit searches with `relative_path`
**Avoid:**
- Reading entire files before symbol search
- Fetching bodies for signature checks
- Broad searches without scope restriction
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