STARLOG is a documentation workflow MCP server for Claude Code that manages project rules, debug diaries with GitHub issue integration, and session tracking for context continuity.
Enables context capture and reinforcement learning by recording successful work patterns and creating reasoning chains for cross-conversation continuity. Automatically captures positive feedback through Claude Code hooks to build reusable success patterns.