Documentation.md

repository memory-context retrieval and handoff skill for AI agents working across Knobs, context windows, ADM/RAG memory, hot/warm/cold storage, project state reconstruction, and long-running AI-assisted development.

repository memory watchdog skill for auditing stale maps, broken references, missing Knob logs, memory rot, context drift, duplicate documentation, secret-risk surfaces, and AI governance hygiene in long-running repos.

ai-native repository cognition and context management framework for long development cycles, memory management, retrieval systems, multi-agent workflows, operational continuity, and context-aware repository governance. use when working with project context, handoffs, repository memory systems, context windows, token management, retrieval optimization, or ai-assisted software development workflows.