Always use when working in Kimi Work desktop sessions that should read from or save to the user's Familiar second brain. Trigger for memory, notes, projects, prior work, research, summaries, durable outputs, "save this", "remember this", "from my brain", "what do I know", or any request that should use the local…
Persistent cognitive memory for AI agents — query, record, review, and consolidate knowledge across sessions with spreading activation, FSRS scheduling, and NLI contradiction detection.
Interact with Obsidian using the official CLI to read, search, create, and manage notes, daily notes, tasks, properties, and more. Use when the user wants to query or manipulate vault content via the obsidian command.
Connect OpenClaw to Vault Agent Memory as a local-first governed project memory layer. Search first, then bounded-read cited source ranges; propose new memories as candidates instead of writing directly into active memory.
Search, recover, inspect, export, and analyze local AI session history with AI Session Search (aise) across Claude Code, Claude Desktop local agent, Codex, Cursor, Antigravity, Pi coding agent, Prime Agent, Google AI Studio, and Gemini CLI. Use when asked to "find prior AI work", "recover context after compaction"…
A command-line search tool for finding information in a folder of Markdown notes. It can search exact words, titles, tags, and broader meanings in past notes.
Use when a task spans interface understanding, design-system memory, UI audits, design CI, Figma, shadcn or Tailwind code generation, research, or agent design workflows and needs the correct Memi capability selected.
A three-layer memory and reasoning setup for Claude Code, with conscious, preconscious, and subconscious parts. It stores project knowledge and past interactions, then can surface related memories during a session.
Memory-agnostic background consolidation — reviews sessions, scores candidates, promotes durable insights to the active memory backend (built-in MEMORY.md or Holographic). Three-phase (Light/Deep/Condensation/REM). Run via cron or manually.
A local knowledge-base skill that stores people, projects, notes, and their relationships in Markdown files. It supports long-term memory for an AI assistant.
Build and maintain a persistent, interlinked wiki from source documents. Knowledge is compiled once and kept current. Based on Andrej Karpathy's LLM Wiki pattern. Commands: /wiki (dashboard), /wiki-ingest, /wiki-query, /wiki-lint, /wiki-save, /wiki-graph, /wiki-review.
Operator procedure to declare and provision a new Knowledge Base GitOps-style, so it survives pod restarts; also covers authoring the KB's artifacts (skills, subagents, hooks, MCP descriptors) and the SOPS encryption flow.
Comprehensive guide for maintaining, debugging, and upgrading the memory-lancedb-pro OpenClaw plugin — an enhanced LanceDB-backed long-term memory system with hybrid retrieval (Vector + BM25), cross-encoder reranking, multi-scope isolation, noise filtering, adaptive retrieval, and a management CLI. Use this skill…
Use when context usage needs checking or a compact/clear decision is due — a context warning or usage figure appears, the user asks whether to compact or clear, the session shows degradation (re-read files, repeated corrections, forgotten constraints), or a dev-workflow phase boundary is reached (step committed…
Coordinate Git and Cross-Session Memory as version control for agent work. Use when Codex needs AgentBook status, checkpoints, history, resume or handoff, provenance, isolated agent approaches, semantic comparison, or an evidence-backed game-development tuning and playtest iteration with an explicit keep or revert…
Search the user's own past AI coding-agent conversations (across Claude Code, Codex, Cursor, Gemini, Qwen, Goose, OpenCode, Continue, Cline, and in-app chats) before redoing work. Use when the user references something they "did before", "talked about", "figured out earlier", asks "how did we…/what did we decide…
Search, save, and manage persistent agent memory using Palinode (git-versioned markdown + vector search). Use when user says 'remember this', 'save to memory', 'what do you know about X', 'search memory for context', 'what was decided about', 'register a trigger', 'show memory diff', 'run consolidation'. Also fires…
5-layer persistent memory and coherence architecture for OpenClaw agents. Solves AI amnesia and within-session drift. Built and validated over 353 sessions on a live business. No CS degree required.
★not rated 45 3mo agoA43 tokens
originalMIT
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