How We Make Claude Remember: Learnings Over Skills
Skills don’t reliably auto-invoke. We built a three-layer system: searchable learnings files, a curation skill, and a post-commit hook that reminds you to document.
Skills don’t reliably auto-invoke. We built a three-layer system: searchable learnings files, a curation skill, and a post-commit hook that reminds you to document.
The iteration trap is really a clarity trap. You iterate because you don’t know what you want.
How to use a curated CLAUDE.md file as institutional memory for Claude Code, so your AI agent stops repeating the same mistakes every session.