qualia-learn

You can persist project learnings by saving fixes, recurring patterns, and client preferences to a centralized local knowledge store. Entries are appended to files under the ~/.claude/knowledge directory with unique IDs and ISO timestamps for reliable future retrieval.

Saving recurring debugging fixes to a knowledge base involves classifying the entry as a fix, checking for duplicates, and appending it with a unique ID and timestamp to a local markdown file. This ensures teammates can find and apply the solution in future projects.

Yes, you can record client-specific preferences locally. The system classifies entries as client preferences, performs duplicate detection, and writes them as append-only entries to local files in your ~/.claude/knowledge directory for cross-project reuse.

Yes, the local knowledge store supports duplicate detection for saved patterns. Before saving a learning, the system checks for similar existing entries to avoid duplication and ensure the knowledge base remains concise and actionable.

To save a learning interactively via the command line, use the /qualia-learn command followed by a concise description. This immediately records the pattern, fix, or client preference to your persistent local knowledge store.