Project Knowledge Extraction

Coverage

Extract durable, reusable project knowledge from local evidence. Covers source discovery, fact extraction, vocabulary capture, decision mining, failure-pattern capture, artifact routing, grounding, freshness, and deciding whether knowledge belongs in a skill, ADR, context doc, glossary, runbook, or memory.

Philosophy

Agents lose value when every session rediscovers the same project facts. The fix is not to dump everything into context. The fix is to extract durable knowledge, classify it, ground it in truth sources, and store it where future agents can find it.

Durable knowledge must be evidence-backed. If it cannot be tied to code, docs, decisions, or observed behavior, mark it as a hypothesis.

Method