Memory Manager EN-V4.0.6

About this Skill

AI memory accelerator / Token throttle valve: manage .workbuddy/memory/ smaller, sharper, cheaper. Core: governance loop (govern write-hygiene audit / snapshot rollback / compact compaction / dashboard token-savings board / health five-dimension checkup; auto-snapshot before every write, roll back anytime) + security hardening (confirmation gates on write commands / SHA256SUMS integrity manifest with backup & snapshot --verify / harden to 0700-0600 / ZIP traversal and oversize members refused) + selector visibility (selector-audit readiness / describe backfills front-matter descriptions) + task-relevance loading (--query/--tags/--top-k: zero-dependency CJK bigram + keyword/tag relevance + 90-day recency decay) + real tiktoken metering + over-budget auto-compaction + throttle one-click budget compression + tri-color budget alerts + --json everywhere + built-in self-test. Perf: parallel summaries, rank cache, read short-circuit; UX: 33 short aliases, token numbers marked "estimated". Use when the user says "memory manager", "token check", "throttle", "relevance load", "cache clean", "memory search", "memory analyze", "dedup", "backup memory", "prompt template", "token trend", "cache reminder", "memory report", "smart load", "diagnose", "memory rank", "selector audit", "memory visibility", "backfill description", "stale memory", "write governance", "memory snapshot", "rollback memory", "compact memory", "token dashboard", "memory checkup", "permission hardening", "integrity verify", "backup verify", or asks about memory/token/cache/prompt management or why certain memories were not selected into context. NOT for: general file ops, code analysis, system cleanup, document editing.