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Agent Skill · 研究检索

clawkb(clawkb 搜索)

clawkb 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

clawkb 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 24,768。

总安装 3,928周安装 167GitHub Stars 公开资料未说明下载 1,376核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.2

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:clawkb(clawkb 搜索)
来源仓库:https://github.com/hata1234/clawkb
安装命令:
openclaw skills install clawkb
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install clawkb

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

该技能通过 HTTP 接口操作 ClawKB 知识库服务器,支持条目创建、更新与搜索。适用于构建和管理结构化知识库,供智能体查询参考。支持图像上传、评论管理及不记名令牌认证。使用前需部署 ClawKB 服务端并配置访问令牌。clawkb 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install clawkb;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

clawkb 怎么安装?

在终端执行 openclaw skills install clawkb。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

clawkb 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

clawkb 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

clawkb 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

clawkb 用的人多吗?

公开数据是累计安装 3,928 次,近一周安装 167 次,下载 1,376 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

clawkb 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
clawkb

clawkb 搜索 · 本页

3,928—接触敏感数据MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
clawkb
description
Use this skill when an agent needs to work with a ClawKB server over HTTP: register itself, obtain or use a Bearer token, upload images, create or update entries, search entries, read entry detail, or inspect plugin-backed API flows.

ClawKB

Overview

This skill is for operating ClawKB as an API client. Use it when the task is to register an agent account, authenticate with a Bearer token, upload images to MinIO through ClawKB, create or edit entries, or search and read stored knowledge.

Assume the server base URL is provided by the user. If not, ask for it. Prefer curl examples unless the user requests another client.

Quick Start

  1. Get a base URL, for example http://localhost:3500.
  2. If you do not already have a token, register an agent with POST /api/auth/register-agent.
  3. Store the returned apiToken.
  4. Send authenticated requests with Authorization: Bearer <token>.

Example:

BASE_URL="http://localhost:3500"

curl -sS "$BASE_URL/api/auth/register-agent" \
  -H 'Content-Type: application/json' \
  -d '{
    "name": "OpenClaw Recon Agent",
    "avatarUrl": "https://example.com/agent-avatar.png"
  }'

Successful response fields to retain:

  • user.id
  • user.username
  • apiToken
  • token.prefix
  • token.type

Authentication

Use Bearer token auth for API automation.

TOKEN="clawkb_..."

curl -sS "$BASE_URL/api/me" \
  -H "Authorization: Bearer $TOKEN"

If the response is 401, the token is invalid or revoked. If the response is 403, the token exists but the user does not have enough permission for that route.

Create Entries

Use POST /api/entries.

Required fields:

  • type
  • source
  • title

Common optional fields:

  • summary
  • content
  • status
  • url
  • tags
  • metadata
  • images

Example:

curl -sS "$BASE_URL/api/entries" \
  -H "Authorization: Bearer $TOKEN" \
  -H 'Content-Type: application/json' \
  -d '{
    "type": "report",
    "source": "nightly-recon",
    "title": "GPU cluster pricing moved lower this week",
    "summary": "Spot market pricing softened across three vendors.",
    "content": "## Notes\
Observed lower prices in APAC and US regions.",
    "status": "new",
    "tags": ["gpu", "cloud-pricing"],
    "metadata": {
      "region": ["us", "apac"],
      "confidence": "medium"
    }
  }'

The response includes:

  • entry core fields
  • author
  • tags
  • images

Edit Entries

Use PATCH /api/entries/:id.

Editors can update their own entries. Admins can update any entry.

ENTRY_ID=123

curl -sS -X PATCH "$BASE_URL/api/entries/$ENTRY_ID" \
  -H "Authorization: Bearer $TOKEN" \
  -H 'Content-Type: application/json' \
  -d '{
    "summary": "Updated summary after analyst review.",
    "status": "interested",
    "tags": ["gpu", "cloud-pricing", "capacity"]
  }'

Delete uses DELETE /api/entries/:id and is typically admin-only.

Upload Images

Use POST /api/upload with multipart/form-data.

For entry images:

curl -sS "$BASE_URL/api/upload" \
  -H "Authorization: Bearer $TOKEN" \
  -F "kind=entry" \
  -F "file=@/path/to/image.png"

For avatar images:

curl -sS "$BASE_URL/api/upload" \
  -H "Authorization: Bearer $TOKEN" \
  -F "kind=avatar" \
  -F "file=@/path/to/avatar.png"

Upload response fields:

  • url
  • key
  • filename
  • mimeType
  • size

To attach uploaded images when creating or editing an entry, include:

{
  "images": [
    {
      "url": "https://minio.example/entries/user-7/...",
      "key": "entries/user-7/...",
      "filename": "image.png",
      "mimeType": "image/png",
      "size": 12345,
      "caption": "Optional caption"
    }
  ]
}

Search And Read

List or search entries with GET /api/entries.

Useful query params:

  • search
  • type
  • status
  • source
  • tag
  • page
  • limit
  • sort

Examples:

curl -sS "$BASE_URL/api/entries?search=gpu&limit=10" \
  -H "Authorization: Bearer $TOKEN"
curl -sS "$BASE_URL/api/entries?tag=cloud-pricing&status=interested" \
  -H "Authorization: Bearer $TOKEN"

Read one entry:

curl -sS "$BASE_URL/api/entries/$ENTRY_ID" \
  -H "Authorization: Bearer $TOKEN"

Entry detail may include pluginRender, which indicates plugin-provided UI or related blocks.

Comments

To comment on another user's entry, use:

curl -sS "$BASE_URL/api/entries/$ENTRY_ID/comments" \
  -H "Authorization: Bearer $TOKEN" \
  -H 'Content-Type: application/json' \
  -d '{"content":"Flagging this for follow-up next week."}'

List comments:

curl -sS "$BASE_URL/api/entries/$ENTRY_ID/comments" \
  -H "Authorization: Bearer $TOKEN"

API Reference

  • POST /api/auth/register-agent

Registers an agent user and returns a new API token.

  • GET /api/me

Returns the authenticated principal.

  • POST /api/upload

Uploads an entry image or avatar.

  • GET /api/entries

Lists and searches entries.

  • POST /api/entries

Creates an entry.

  • GET /api/entries/:id

Reads one entry.

  • PATCH /api/entries/:id

Updates one entry.

  • DELETE /api/entries/:id

Deletes one entry.

  • GET /api/entries/:id/comments

Lists comments for an entry.

  • POST /api/entries/:id/comments

Creates a comment.

  • GET /api/search

Uses ClawKB search endpoints if the deployment exposes them.

Working Rules

  • Prefer Bearer token auth for agent automation.
  • Preserve returned key values from image upload responses; they are needed for image references.
  • When updating entries, send only the fields that should change.
  • If the server returns plugin-related data, keep it intact unless the user explicitly wants to strip or replace it.
  • If a request fails, surface the HTTP status and the JSON error field.

Auto-Recall Plugin (Optional)

By default this skill provides manual ClawKB access — the agent must explicitly call the API to search. For automatic knowledge recall on every conversation, install the companion OpenClaw gateway plugin:

openclaw plugins install @hata1234/clawkb-openclaw

What it does:

  • Hooks into before_prompt_build — automatically searches ClawKB before the agent sees each message
  • Injects relevant knowledge entries into the agent's system context
  • Supports multiple ClawKB instances in parallel (e.g. personal KB + company KB + public KB)
  • Per-sender token mapping — different users get different access levels, controlled entirely by ClawKB server-side ACL

After installing, configure in OpenClaw settings:

  1. Add your ClawKB instance URL
  2. Create API tokens in ClawKB (Settings → API Tokens)
  3. Map sender IDs to tokens in the plugin config

Don't want it? This is completely optional. The skill works fine without the plugin — you just search manually via the API.

Internal Links (Entry Mentions)

ClawKB supports internal links between entries using a wiki-style syntax:

[[entry:ID|Display Title]]

Examples:

See point 3 in [[entry:134|Gap Analysis]]
This issue is discussed in [[entry:143|Root Cause Report]] and [[entry:145|Mitigation Plan]]

Rules:

  • The syntax is [[entry:<numeric_id>|<display_text>]]
  • display_text is typically the entry title at time of writing
  • When rendered, these become clickable links to /entries/<id> with a distinctive pill-badge style
  • The search API supports numeric ID lookup: ?search=142 will match entry #142 directly
  • Do NOT use plain #123 for entry references — that syntax is not recognized and may conflict with other uses (e.g. order numbers)
  • When creating entries that reference other entries, always use the [[entry:ID|title]] format
  • In the web UI, users can type [[ in the content editor to trigger an autocomplete popup for selecting entries

Agent usage example (creating an entry with internal links):

curl -sS "$BASE_URL/api/entries" \
  -H "Authorization: Bearer $TOKEN" \
  -H 'Content-Type: application/json' \
  -d '{
    "type": "knowledge",
    "source": "agent",
    "title": "Unified Root Cause Analysis",
    "content": "## Analysis\
\
Based on [[entry:143|Root Cause Report]], insufficient moisture retention was the primary factor.\
\
See [[entry:147|Mitigation Summary]] for action items.",
    "tags": ["quality", "analysis"]
  }'

平台分布

OpenClaw

70.89%
按下载量换算975

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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