ClawHub

ClawBrain Recall

v1.2.0

v1.2 精准回忆能力：关键词与语义双重搜索、来源标注、相关度排序。精准找回历史对话和决策。

⭐ 0· 210·0 current·0 all-time
by@michaelfeng

Install

OpenClaw Prompt Flow

Install with OpenClaw

Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for michaelfeng/clawbrain-pro-recall.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "ClawBrain Recall" (michaelfeng/clawbrain-pro-recall) from ClawHub.
Skill page: https://clawhub.ai/michaelfeng/clawbrain-pro-recall
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install clawbrain-pro-recall

ClawHub CLI

Package manager switcher

npx clawhub@latest install clawbrain-pro-recall
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high confidence
✓
Purpose & Capability
The name and description claim a conversational 'recall' capability and the SKILL.md contains only high-level instructions and expected behaviors for retrieving past dialogue; nothing requested (no env vars, binaries, or config paths) is inconsistent with that purpose.
✓
Instruction Scope
SKILL.md is prose-only and does not instruct the agent to read files, access environment variables, call external endpoints, or execute commands. It lists trigger phrases for invoking recall, which is consistent with its stated purpose.
✓
Install Mechanism
No install spec and no code files are present (instruction-only), so nothing is written to disk or fetched during install.
✓
Credentials
The skill declares no required environment variables, credentials, or config paths — appropriate for a description-only recall helper.
✓
Persistence & Privilege
always is false and the skill is user-invocable; there is no request for permanent presence or modifications to other skills/configuration.
Assessment
This is a descriptive, instruction-only skill that doesn't itself store or access memories or secrets. Before relying on it, confirm which concrete memory backend (e.g., 'clawbrain-pro-memory' or another storage service) your agent will use and review that backend's permissions and data-handling practices. If you care about privacy, verify where historical conversations are stored and who can access them.

Like a lobster shell, security has layers — review code before you run it.

Runtime requirements

🔍 Clawdis
latestvk970xkj5t8tcqkx03kmywkde2d84krvh
210downloads
0stars
8versions
Updated 2w ago
v1.2.0
MIT-0
@michaelfeng
latest
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ClawBrain Recall

让你的龙虾拥有"回忆"能力——通过知识图谱精准检索过去的对话、决策和关键信息。

解决什么问题

默认的 OpenClaw Agent 只能看到当前对话上下文。一旦对话结束或上下文被压缩，之前的内容就"忘了"。Recall 让 Agent 能够：

  • 搜索历史对话中的实体和关系
  • 查找之前的决策和讨论结论
  • 检索关联信息（提到A，自动找到相关的B和C）
  • 基于历史上下文给出更准确的回答

v1.2 核心能力

搜索精准度

搜索采用双重匹配策略：

  • 精确关键词搜索：输入确切的名称、术语，直接命中
  • 语义搜索：用自然语言描述你想找的内容，即使措辞不同也能匹配

搜索结果会显示相关度百分比，帮你快速判断哪条回忆最相关。

来源标注

每条回忆结果都会标注来源类型：

  • 原话：你在过去对话中说过的原始表述
  • 摘要：AI 根据多次对话归纳出的总结

让你清楚地知道信息的可靠程度。

降级透明

当搜索服务暂时不可用时，Agent 会主动通知你"当前无法搜索记忆"，并建议替代方案，而不是默默返回空结果。

触发方式

以下表达会自动触发回忆搜索：

  • "之前我们讨论过..."
  • "你还记得...吗"
  • "找一下上次的..."
  • "之前那个决定是什么来着"

建议配合使用

  • clawbrain-pro-memory：主动记录 + 被动回忆，完整的记忆体系
  • ClawBrain Auto：智能决策引擎，复杂问题深度思考

了解更多：https://clawbrain.dev

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