Spine: Engineering Knowledge That Compounds With Every Commit

Claude Code users face a critical inefficiency: crucial decisions, bug fixes, and architectural insights evaporate between sessions, forcing developers to rediscover solutions they've already built. Spine automates knowledge capture by growing an Obsidian vault directly from your git workflow, creating a browsable, self-maintaining knowledge system indexed by repository and feature. Unlike existing tools that demand manual input or hide insights in AI-searchable logs, Spine makes context accumulate with zero external dependencies—transforming repeated discovery into compound learning.