memory-engineering

Use before adding memory to an agent or when a memory store keeps growing (long context vs RAG vs graph vs agentic memory, what to expire). Prices the design with memory_cost_profiler.py and refuses one without a forgetting policy via forgetting_policy_linter.py.

Install

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

Similar tools

• context-engineering 117,009 ★
  Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switc
• claude-mem-install 116,728 ★
  Use this when setting up claude-mem on Cursor: local or remote worker, local host-login observer or remote cme
• claude-mem-install 116,728 ★
  Use this when setting up claude-mem on Grok Bot: local worker plus CMEM Pro observer (default), optional host-
• handoff 116,728 ★
  Generate a HANDOFF.md that captures goal, current state, files touched, failed attempts, and next steps — so a
• host-observer 116,728 ★
  Use this when fulfilling claude-mem observer jobs on Grok Bot: reply only skip_summary or one full observation