persistent-memory

Use this skill as the single memory system for this repository. Use either command style: Supported commands: - python3 .agents/skills/persistent-memory/scripts/memory.py - .agents/skills/persistent-memory/scripts/pmem - init - sync (database-only health check) - cleanup-legacy - backfill-embeddings --batch 500 - prune --source " " [--older-than ] - search " " --limit 8 - add " " --tags " " --source "assistant" - recent --limit 10 - stats - Initialize memory in a fresh workspace: - pmem init - At the start of substantial tasks: - pmem sync (database-only health check) - pmem search " " --limit 8 - When user explicitly says remember or when a durable preference/fact is learned: - pmem add " " --tags " " --source "assistant" - Before finalizing memory-sensitive work, verify recall state: - pmem stats - Remove legacy imported rows: - pmem cleanup-legacy - Generate vectors for existing notes: - pmem backfill-embeddings - Store durable preferences, long-lived facts, stable workflows, and repeated constraints. - Do not store noisy one-off transient details unless requested. - Keep entries concise and specific. - Prefer tags that improve retrieval quality ( preferences , calendar , comms , product ). - Use targeted search queries instead of broad terms. - Keep default --limit low unless deeper recall is needed. - search automatically reinforces recalled entries by updating hits and...