Codebase Indexing Python Packages

shotgun-sh

Spec Driven Development 🤠 Write codebase-aware specs for AI coding agents so they don't derail.

codebase-index

Local-first codebase indexing for Claude Code, Codex CLI, OpenCode & AI coding agents — hybrid FTS5 + Tree-sitter + graph search, fully offline.

provenant

Wiki-based retrieval for AI coding agents. 65× token reduction, +24pp Coverage@5 on SWE-bench Verified.