Manage entity status transitions in Basic Memory: archive completed work, move notes between status folders, update frontmatter, and handle edge cases.
记忆生命周期协议。定义 INITIALIZE → PREFETCH → SYNC → CHECKPOINT → EXTRACT 五阶段记忆管理，确保 Agent 在会话中高效利用三层记忆（用户/仓库/会话），并在会话结束时提取可持久化知识。借鉴 Hermes MemoryProvider ABC 生命周期。
Health-check any consumer's semantic memory by composing structural and domain-specific checks
Analyze a complete literary work into a structured Basic Memory knowledge graph. Covers schema design, entity seeding, chapter-by-chapter processing, cross-referencing,…
Loads relevant entries from memory/ into the conversation context. Use at the start of any non-trivial conversation, and any time the topic might overlap with what is stored in…
Review PRs and diffs for unbounded memory loading, concurrency explosions, oversized payload materialization, and missing pagination or byte caps.
Design interfaces that minimise demands on working memory. Use when designing multi-step flows, dashboards, comparison tools, forms that span multiple screens, or any interface…
Log a milestone, finding, or result to ~/memory/. Invoke explicitly with /memory-log or proactively when a session produces something worth remembering.
Unified memory management - CLAUDE.md updates and documentation generation with interactive routing. Triggers on "memory manage", "update claude", "update memory", "generate…
Two-tier memory system that makes Claude a true workplace collaborator. Decodes shorthand, acronyms, nicknames, and internal language so Claude understands requests like — from…
Context tracking and decision logging patterns for intentional memory management in Claude Code Waypoint Plugin.
Use when installing or configuring memory_map, writing CLAUDE.md session-setup instructions, choosing what to save in memory vs history, managing cross-project memory, tuning…
Use when initializing a Dataset object in NMRFx and must decide which storage backend to use for in-memory or memory-mapped file access.
Use EverMe cloud memory proactively when the user refers to previous conversations, earlier decisions, "last time", "remember when", existing project conventions, or previously…
Write, index and prune durable knowledge as markdown notes in .claude/memory/. Use when you learn a fact, make a decision, resolve an incident, or discover a recurring pr — from…
Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.
Structured metadata search for Basic Memory: query notes by custom frontmatter fields using equality, range, array, and nested filters.
C++ and Rust memory model skill for concurrent programming. Use when understanding memory ordering, writing lock-free data structures, using std::atomic or Rust atomics,…
How to write well-structured Basic Memory notes: frontmatter, observations with semantic categories, relations with wiki-links, and best practices for building a rich knowledge…
Tune moflo's memory stack for speed, RAM, and index quality. Covers HNSW parameters (M, efConstruction, ef), vector quantization, batch operations, and common bottlenecks.
Use when deciding the lowest-cost context path for a mixed corpus, especially when choosing among direct reading, helper conversion, graph build, graph update, or graph query.
Analyze context management, memory systems, and state continuity in agent frameworks. Use when (1) understanding how prompts are assembled, (2) evaluating eviction policies for…
记忆编排器是面向 AI Agent 的智能记忆管理系统，针对分层体系不清、自动摘要质量不稳、 并发写入冲突、缺乏健康度指标四大痛点而设计。核心能力包括：四层记忆架构（工作/短期/长期/重要， 每层独立容量与清理策略）、三模式检索（关键词/语义/混合，混合模式算法加权打分）、 自动摘要生成与质量评估器（信息保留率/压缩比/可读性/准确性四维指标）、…
记忆编排器免费版提供基础记忆管理能力，支持短期与长期两层记忆架构. 核心能力包括：两层记忆存储（短期/长期）、关键词检索、基础摘要生成、本地持久化. 适用于简单的 Agent 记忆管理场景：当前会话上下文存储、基础偏好记录. 无需向量数据库，无需额外 API Key，开箱即用. 如需四层架构、混合检索、健康度仪表盘、并发冲突解决等高级能力，请升级到付费版.
记忆编排器是面向 AI Agent 的智能记忆管理系统，针对"分层体系不够清晰、自动摘要质量不稳定、并发写入冲突、缺乏记忆健康度指标"四大高频痛点而设计。它用四层记忆架构（工作/短期/长期/重要）与多模式检索，提供从存储到检索到摘要的全生命周期编排，让 Agent 记忆真正可控可观测。Use when…
Use when user says "reorganize memory", "clean up memory", "audit memory", or wants to maintain the structured memory system.
Hierarchical memory organization for multi-session context retention. Wings (projects) > Rooms (domains) > Drawers (decisions).
Persistent memory patterns for moflo agents — session memory, long-term knowledge, pattern learning, and cross-session context via moflo's sql.js + HNSW vector store.
Complete agent memory + performance system. Extracts structured facts, builds knowledge graphs, generates briefings, and enforces execution discipline via pre-game routines, tool…
Use when user says 'remember this', when deciding where to store learnings or context, when about to edit CLAUDE.md or create a skill, or when routing any persistent information.
Detect persistent instruction injection or long-term memory poisoning. Focus on writing/retaining hostile instructions for future tasks, not data leakage.
Go application memory profiling and analysis. Use when investigating memory leaks or high memory usage.
Use when when designing or optimizing backends that handle large MS datasets (mzML, mzXML, CDF files via MsBackendMzR), to verify that claimed memory advantages of on-disk or…
Use when when benchmarking or validating the scalability of single-cell algorithms that claim linear or sublinear space complexity, particularly when processing datasets with ≥10…
Persistent role-scoped memory across sessions. The agent that worked on your codebase yesterday knows things today.
Audit project memory files for stale entries — items where the cited PR is merged, the cited bug is fixed, the cited file/function no longer exists, or the gotcha was patched out…
Use when a graph already exists and the user needs retrieval, tracing, explanation, or gap detection from graph memory before reopening the full corpus.
面向AI Agent记忆文件的安全扫描系统，解决Prompt注入检测难、凭证泄漏被动发现、扫描误报高、跨文件威胁关联缺失四大痛点. 提供七大威胁类别检测、五级安全分级、本地+可选远程LLM分析、跨文件威胁关联、误报抑制、隔离与恢复、增量扫描七大核心能力.
Read Cody's temporal Neo4j memory graph. Use when drafting, briefing, or answering questions about current or historical contact/deal state.
Scan all memory files, documentation (**/docs/**/*.md), and README files (**/README.md) for drift, contradictions, and stale references.
Use when the user learns something worth remembering, makes a decision, discovers a preference, or uncovers a pattern. Auto-triggers to save to .claude/memory/ in the right file.
Sleep-time memory reflection: review recent conversations and daily notes, extract insights, and consolidate into long-term memory.
Periodic memory maintenance — archive session files, convert recurring knowledge into summaries, update the memory index.
Save what was learned to Hindsight long-term memory. Use when a task finishes, when the user states a fact, decision or preference, and when you discover something a later run or…
Use when long-term knowledge retention is needed (weeks to months), studying for exams or certifications, learning new job skills or technology, mastering substantial material…
Load only the minimum relevant memory for a task using 3-level progressive disclosure. Activate before context-building — never load full memory dumps.
Memory hygiene audit -- checks for stale, contradictory, low-confidence, and consolidation-candidate memories, then offers cleanup actions with user confirmation.
Reviews stored memory quality by detecting duplicates, contradictions, and stale entries with actionable recommendations.
Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.
Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C.
Scores and filters retrieved memory against trust and poisoning risk. Use for: sanitize memory, trust score retrieval, clean knowledge graph, `semantic-memory-manager`.
Save current session context and generate a handoff prompt for continuing in a new session. Use when the user says "memory-save", "세션 저장", "정리해줘", "context 저장", or when context…
Scans OpenClaw agent memory files and workspace configs for malicious content, credential leaks, 。Use when 需要生成营销文案、写作内容、标题优化、内容创作时使用。不适用于纯技术文档撰写。适用于独立开发者、企业团队和自动化工作流场景。
Schema lifecycle management for Basic Memory: discover unschemaed notes, infer schemas, create and edit schema definitions, validate notes, and detect drift.
Capture a conversation's essence into the active host's memory directory. Supports Codex with a Workbench project-memory convention and Claude Code project memory without assuming…
Semantic search across Ruflo AgentDB with HNSW vector indexing
Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure memorySearch in their…
Memory health dashboard showing line counts, topic files, capacity, stale entries, and recommendations.
Store a memory in ourmem. Use when user says remember, save, store, or don't forget something.
Fast semantic memory system with JSON indexing, auto-consolidation, and <20ms search. Capture learnings, decisions, insights, events.