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Total recall, 90% fewer tokens. The best OpenClaw memory plugin — 5-engine local search, structured fact extraction, smart dedup, cross-agent sharing, and self-healing. Replace native memory with something that actually remembers. No cloud API, no subscription.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/GeorgeDoors888/GB-Power-Market-JJ --skill openclaw-memory-stack命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
超级简历 WonderCV 出品，3000 万用户信赖。简历分析、段落改写、JD 岗位匹配、自动匹配职位、PDF 导出、AI 求职导师（面试准备/薪资谈判/职业规划/多版本简历策略）。 触发条件：用户提供简历、要求简历点评/打分/反馈、希望改写某个简历部分、 希望将简历与岗位 JD 匹配、咨询求职建议或面试准备，或提到 CV/简历/求职。 不触发条件：用户讨论普通写作（非简历）、询问其他文档， 或讨论与求职和职业发展无关的话题。
Order food/drinks (点餐) on an Android device paired as an OpenClaw node. Uses in-app menu and cart; add goods, view cart, submit order (demo, no real payment).
调用久吾智能体API进行文本或文件分析处理。支持两种调用方式：(1) 文本内容分析 - 传入name(智能体名称)、docno(文档编号)、content(文本内容)；(2) 文件分析 - 传入name、docno和files(文件列表)进行智能评审。适用于合同评审、需求评审、文档审查等场景。当用户要求评审合同、分析条款、审查文档、需求评审、合同条款分析、或需要对文本和文件进行AI智能分析时触发。
基于 SOC 职业分类
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| name | openclaw-memory-stack |
| description | Total recall, 90% fewer tokens. The best OpenClaw memory plugin — 5-engine local search, structured fact extraction, smart dedup, cross-agent sharing, and self-healing. Replace native memory with something that actually remembers. No cloud API, no subscription. |
| version | 0.5.7 |
| license | proprietary |
| metadata | {"openclaw":{"requires":{"bins":"[Truncated]","anyBins":"[Truncated]"},"emoji":"🧠","homepage":"https://openclaw-memory.apptah.com","tags":["memory","search","rag","vector-search","code-search","knowledge-management","fact-extraction","entity-tracking","token-savings","long-term-memory","context-window","recall","local","offline","dedup","persistence"],"pricing":{"model":"one-time","amount":49,"currency":"usd","url":"https://openclaw-memory.apptah.com","note":"$49 one-time purchase. No subscription, no cloud API costs. One-time activation requires internet."},"network":["[Truncated]","[Truncated]","[Truncated]","[Truncated]","[Truncated]"],"permissions":{"shell":"[Truncated]","fileAccess":"[Truncated]"},"envVars":["[Truncated]","[Truncated]","[Truncated]","[Truncated]","[Truncated]"],"dataFlow":{"localOnly":"All search/storage (5 engines, sqlite3, markdown) runs on-device. Shell execution targets only local databases.","remote":"License verify sends {key, device_id} only. LLM extraction sends conversation excerpts to user-configured endpoint.","neverTransmitted":"Raw memory content never sent to apptah.com. No telemetry or analytics."}}} |
Total recall. 90% fewer tokens.
Your agent forgets past decisions and burns tokens re-reading the same context. Memory Stack runs 5 search engines locally, returns only what matters, and never loses a fact.
$49 one-time purchase. No subscription, no cloud API costs. All search and storage runs on your machine. One-time license activation requires internet. Buy at openclaw-memory.apptah.com
┌──────────────────────────────────────────────────────────────┐
│ OPENCLAW MEMORY STACK │
├──────────────────────────────────────────────────────────────┤
│ │
│ SEARCH PIPELINE (runs on every conversation turn) │
│ │
│ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ │
│ │ E1 │ │ E2 │ │ E3 │ │ E4 │ │ E5 │ │
│ │ Full │ │Vector│ │ DAG │ │ Fact │ │ MD │ │
│ │ Text │ │Search│ │Compr.│ │Store │ │Files │ │
│ └──┬───┘ └──┬───┘ └──┬───┘ └──┬───┘ └──┬───┘ │
│ └────────┴────────┴────────┴────────┘ │
│ │ │
│ ▼ │
│ ┌──────────────┐ │
│ │ Result Fusion│ │
│ │ + Reranking │ │
│ └──────────────┘ │
│ │ │
│ ┌─────────┼─────────┐ │
│ ▼ ▼ ▼ │
│ ┌──────┐ ┌──────┐ ┌──────┐ │
│ │ L0 │ │ L1 │ │ L2 │ Token Budget │
│ │~100t │ │~800t │ │ full │ Control │
│ └──────┘ └──────┘ └──────┘ │
│ │
│ CAPTURE (runs after every conversation turn) │
│ │
│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
│ │ Fact │ │ Entity │ │ Dedup & │ │
│ │ Extraction │ │ Tracking │ │ Supersede │ │
│ │ (8 types) │ │ (queryable) │ │ (3-level) │ │
│ └──────────────┘ └──────────────┘ └──────────────┘ │
│ │
│ CROSS-AGENT SHARING │
│ │
│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
│ │ CLI API │ │ Drop Zone │ │ Unified │ │
│ │ query/add/ │ │ ~/.openclaw │ │ Global │ │
│ │ recent │ │ /external/ │ │ Memory │ │
│ └──────────────┘ └──────────────┘ └──────────────┘ │
│ ▲ ▲ ▲ │
│ Claude Code Cursor / Windsurf Any MCP client │
│ │
│ SELF-HEALING MAINTENANCE (24h cycle, zero config) │
│ │
│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
│ │ Auto-Init │ │ Graceful │ │ Health │ │
│ │ workspace │ │ Fallback │ │ Monitor │ │
│ │ + indexing │ │ FTS5-only │ │ + alerting │ │
│ └──────────────┘ └──────────────┘ └──────────────┘ │
│ │
└──────────────────────────────────────────────────────────────┘
Find function names, variable names, or any pattern across your entire memory — instantly. No extra tools needed, works offline, gets faster the more you use it.
Five engines search in parallel on every conversation turn:
| Engine | What it does |
|---|---|
| Full-text | Keyword matching with relevance ranking |
| Vector | Semantic search — understands meaning, not just words |
| Compressed history | Conversation DAG with drill-down |
| Fact store | Structured facts — decisions, deadlines, requirements |
| Markdown | Scans memory files directly |
Results are merged with rank fusion, deduplicated, reranked for diversity, and scored with time decay.
Every wasted token is money burned. Memory Stack eliminates the waste.
| Tier | Tokens | When used |
|---|---|---|
| L0 | ~100 | Auto-recall every turn — minimal cost |
| L1 | ~800 | On-demand search summary |
| L2 | full | Full content on request |
Extracts 8 fact types automatically: decisions, deadlines, requirements, entities, preferences, workflows, relationships, corrections.
Works across Claude Code, Cursor, Windsurf, and any MCP-compatible client.
openclaw-memory query/add/recent — any tool can read/write facts.md files into ~/.openclaw/memory/external/ — auto-ingested, no duplicates~/.openclaw/memory/ — your memory follows you across workspacesZero maintenance. The plugin takes care of itself.
| Native | Memory Stack | |
|---|---|---|
| Search engines | 2 | 5 (parallel, fused) |
| Token efficiency | Full text every time | Up to 90% fewer |
| Output tiers | Full text | 3 tiers (~100 / ~800 / full) |
| Fact extraction | No | 8 types, structured, negation-aware |
| Duplicate handling | Can pay twice | 3-level dedup, auto-supersede |
| Entity tracking | No | Yes, queryable |
| Cross-agent | No | CLI + drop zone, works with any tool |
| Memory across projects | Separate per workspace | Unified global memory — follows you everywhere |
| Self-healing | No | Auto-maintain, auto-fallback |
| Runs locally | Yes | Yes — all search local, one-time activation online |
npx clawhub@latest package install openclaw-memory-stack
Then run ./install.sh --key=oc-starter-xxxxxxxxxxxx to activate with your license key.
Purchase at openclaw-memory.apptah.com.
Runs on macOS, Linux, and Windows (WSL2). Requires bash, python3, and OpenClaw 2026.3.2 or later. Bun is optional (enables QMD vector search).
The included install.sh performs the following actions:
~/.openclaw/memory-stack/, registers plugin in ~/.openclaw/extensions/openclaw-memory-stack/, updates ~/.openclaw/openclaw.jsonopenclaw-api.apptah.com/api/activate — one-time, at install{ key, device_id }. 10-day offline grace periodinstall.sh --upgrade downloads new versions from openclaw-api.apptah.com with mandatory SHA-256 checksum verificationOPENCLAW_LLM_API_KEY / OPENAI_API_KEY env vars are optional, used only for LLM-powered fact extraction. If not set, falls back to local Ollama/MLX. These keys are sent only to the endpoint you configure (default: api.openai.com), never to our serversAll search and storage runs entirely on your machine.
Proprietary. $49 one-time purchase. All features included. No subscription. See full terms at openclaw-memory.apptah.com.
Questions or issues? Contact us at support@apptah.com.