Promptscout a local prompt enricher for Claude Code

promptscout is a CLI tool that uses a local LLM to pre-analyze your codebase and enrich coding agent prompts with relevant context. Instead of having expensive cloud agents like Claude spend tokens exploring your files, promptscout runs Qwen 3 4B locally to search for relevant code, commits, and definitions using ripgrep and git, then appends this context to your original prompt.