name: exploring-codebases description: Semantic search for codebases. Locates matches with ripgrep and expands them into full AST nodes (functions/classes) using tree-sitter. Returns complete, syntactically valid code blocks rather than fragmented lines. Use when looking for specific implementations, examples, or references where full context is needed. metadata: version: 0.2.0
Exploring Codebases
Hybrid search tool that combines the speed of ripgrep with the structural awareness of tree-sitter. It finds matches and returns the entire function or class containing the match, de-duplicating results semantically.
Progressive Disclosure
By default, returns signatures only (docstrings + declarations without function bodies), reducing token usage by 10-20×. Use --expand-full to get complete implementations when needed.
Installation
uv venv /home/claude/.venv
uv pip install tree-sitter-language-pack --python /home/claude/.venv/bin/python
Usage
# Default: signatures only (efficient)
/home/claude/.venv/bin/python /mnt/skills/user/exploring-codebases/scripts/search.py "query" /path/to/repo
# Full implementations
/home/claude/.venv/bin/python /mnt/skills/user/exploring-codebases/scripts/search.py "query" /path/to/repo --expand-full
Options
--glob pattern: Filter files (e.g.,*.py,*.ts)--expand-full: Return full implementations instead of signatures--json: Output JSON for machine processing (default is Markdown)
Examples
Find class signatures:
/home/claude/.venv/bin/python /mnt/skills/user/exploring-codebases/scripts/search.py "class User" /path/to/repo
Output:
class User:
"""User account model."""
...
Find full method implementation:
/home/claude/.venv/bin/python /mnt/skills/user/exploring-codebases/scripts/search.py "def validate" /path/to/repo --expand-full
Find usage of process_data in Python files:
/home/claude/.venv/bin/python /mnt/skills/user/exploring-codebases/scripts/search.py "process_data" /path/to/repo --glob "*.py"