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在 OpenClaw 中安装
/install recall-from-notion
功能描述
Recall user memories from the Notion Memory Store. Trigger PROACTIVELY at the beginning of conversations where knowing the user's background, preferences, pa...
安全使用建议
This skill will proactively read a Notion database named 'Memory Store' and inject those pages as conversation context. Before installing: (1) Confirm you have a trusted 'notion' integration installed and review that integration's credentials/permissions (this skill relies on it but doesn't declare it). (2) Be aware the skill may read workspace/project state (working directory) and other skill SKILL.md files — ensure the agent's platform access to local files and other skills is acceptable. (3) Verify what content is stored in your 'Memory Store' in Notion; sensitive personal data there will be used automatically when the skill triggers. If you want tighter control, ask the developer to declare the Notion credential requirement and add an explicit opt-in trigger rather than proactive recall.
功能分析
Type: OpenClaw Skill
Name: recall-from-notion
Version: 1.0.3
The 'recall-from-notion' skill is a workflow designed to provide Retrieval-Augmented Generation (RAG) capabilities by fetching user context from a Notion database named 'Memory Store'. It uses standard API patterns (search, query, and fetch) to inject relevant memories into the agent's context window. The skill relies on existing platform integrations (MCP or a separate Notion skill) and does not contain evidence of data exfiltration, malicious execution, or unauthorized access.
能力评估
Purpose & Capability
The skill's name/description match what the instructions do (discover a Notion DB named 'Memory Store', search it, fetch pages, and use results as context). However the skill does not declare the dependency it repeatedly references (an external 'notion' skill on OpenClaw or platform MCP tools). That omission is a coherence/packaging issue: the skill requires Notion access but lists no required env vars or explicit dependency.
Instruction Scope
Instructions are narrowly focused on locating and reading the 'Memory Store' database and using those pages as conversation context. Two items merit attention: (1) it tells the agent to read the Notion skill's SKILL.md to learn API patterns (it assumes the agent can read other skill files), and (2) for some platforms it recommends detecting the 'current project' from the working directory. Both actions require access to other skill content and local workspace state that are outside the simple 'read a DB' description and should be explicit to users.
Install Mechanism
Instruction-only skill with no install steps or downloads. This is low risk from an install/execution perspective.
Credentials
The skill itself declares no env vars or primary credential, but it depends on a Notion integration (MCP tools or an external 'notion' skill) that will require credentials. Because this dependency is not declared, users may not realize the skill will cause the agent to access Notion data via other credentials. The skill should explicitly declare that Notion API access is required and list the expected credential/config names.
Persistence & Privilege
The skill is not always-enabled and defaults allow autonomous invocation (platform default). That is appropriate for a proactive memory-recall skill; no excessive persistence or cross-skill config changes are requested in the instructions.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install recall-from-notion - 安装完成后，直接呼叫该 Skill 的名称或使用
/recall-from-notion触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.3
- Added critical guidance for Claude Code/Claude.ai (MCP) platforms: do not parallel-call multiple semantic searches (`notion-search`) against the same Memory Store database—run sequentially or combine queries to avoid errors.
- Updated recall search strategy to prefer a single, well-crafted natural language query over multiple keyword searches, improving both performance and coverage.
- Clarified when and how to add a second search only if the first misses a key topic.
- No code or behavior changes; documentation updates only.
v1.0.2
- Clarified OpenClaw support: document now specifies that OpenClaw requires the separate "notion" skill and describes the workflow for integration.
- Made it clear that recall-from-notion is a workflow skill and does not provide Notion API access independently.
- Updated platform adaptation section for OpenClaw to ensure the skill delegates all Notion API access through the installed notion skill.
- No changes to functionality or API workflow—documentation and integration steps only.
v1.0.1
No functional or behavioral changes – documentation update only.
- Clarified API mapping and platform-specific workflows for Claude/Claude Code and OpenClaw.
- Added precise instructions and examples for Notion API calls, including query and search formats.
- Detailed limitations for structured queries on MCP platforms and adapted recall strategy accordingly.
- Enhanced filtering, merging, and enrichment steps for memory retrieval.
- Tightened language and removed non-English trigger phrases from documentation.
- No code changes; user-facing recall behavior remains the same.
v1.0.0
- Initial release of recall-from-notion skill: enables proactive recall of user memories from the Notion “Memory Store” database to enhance context and personalize responses.
- Implements a topic-driven, two-step smart recall strategy for finding relevant user memories without manual configuration.
- Automates filtering, deduplication, and ranking of recalled memories based on topic relevance, memory type, confidence, and recency.
- Injects up to 10–15 summarized memories grouped by category as context at conversation start or upon recall trigger.
- Includes clear triggering rules, edge case handling, and silent operation unless the user explicitly requests a recall.
元数据
常见问题
recall-from-notion 是什么？
Recall user memories from the Notion Memory Store. Trigger PROACTIVELY at the beginning of conversations where knowing the user's background, preferences, pa... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 385 次。
如何安装 recall-from-notion？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install recall-from-notion」即可一键安装，无需额外配置。
recall-from-notion 是免费的吗？
是的，recall-from-notion 完全免费（开源免费），可自由下载、安装和使用。
recall-from-notion 支持哪些平台？
recall-from-notion 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 recall-from-notion？
由 Defang Li（@smilelight）开发并维护，当前版本 v1.0.3。
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