Claude Watch: Open Source Tool Visualizes AI-Generated Code Logic

Claude Watch is an open source tool designed to help developers understand the logic in projects built with AI coding agents like Claude Code. The tool addresses the problem where developers create multiple projects quickly with AI assistance, leading to complex logic that becomes difficult to track as instructions get overridden or forgotten.
Key Features
- Graphical semantic visualization layer: Provides a visual representation of project logic
- Nested analysis: Analyzes projects in a hierarchical way that allows zooming into specific logic components
- AI search functionality: Can answer questions about your project and find all relevant logic parts
- Open source: Available on GitHub for community use and contribution
The tool is built by AI and specifically targets developers who use Claude Code or similar AI coding assistants. It helps maintain visibility into complex logic that evolves through rapid iteration with AI-generated code.
The repository is hosted at https://github.com/NirDiamant/claude-watch and was created by /u/Nir777.
📖 Read the full source: r/ClaudeAI
👀 See Also

altRAG: Replace Vector DB RAG with 2KB Pointer Files for AI Coding Agents
altRAG is a Python tool that replaces vector database RAG with lightweight pointer files. It scans Markdown/YAML skill files to create a 2KB skeleton file mapping sections to exact line numbers and byte offsets, allowing AI agents to read only needed sections instead of entire files.

Claude-IDE-Bridge Now Works on Remote Servers for AI-Assisted Development
The Claude-IDE-Bridge tool now connects Claude AI to remote development environments on VPS or cloud machines, allowing access to live diagnostics, open files, and test failures from any device.

CK Search: Local Semantic Search Tool with MCP Server Integration
CK Search is a local semantic search tool with a built-in MCP server that indexes any text directory without cloud dependencies. The tool can be used by AI agents via MCP, and the source provides a practical walkthrough covering setup, strengths, and limitations compared to grep.

Jobly: Contract Marketplace with AI-First Dispute Resolution and Community Voting
Jobly is a contract marketplace built with Next.js 14, TypeScript, and Supabase, featuring an escrow system with 10% provider bonds on proposals and a dispute pipeline that starts with AI evaluation using Claude, then allows appeals to community stake voting.