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Agent Skill · 研究检索

semantic-hub(语义中心)

semantic-hub 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。

semantic-hub 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 13,997。

总安装 8,914周安装 379GitHub Stars 公开资料未说明下载 3,123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
1.1.0

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:semantic-hub(语义中心)
来源仓库:https://github.com/simplysemantics/semantic-hub
安装命令:
openclaw skills install semantic-hub
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 semantic-hub

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。

可视化协作任务管理平台,支持拖拽式工作流组织。结合表格视图与日历视图提升团队协同效率。适用于跨角色项目进度跟踪与资源调度。安装命令:openclaw skills install semantic-hub。建议测试权限模型以确保数据安全。

semantic-hub 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 semantic-hub;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

semantic-hub 怎么安装?

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

semantic-hub 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。

semantic-hub 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。

semantic-hub 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。

semantic-hub 用的人多吗?

公开数据是累计安装 8,914 次,近一周安装 379 次,下载 3,123 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。

semantic-hub 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
semantic-hub

语义中心 · 本页

8,914—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
semantic-hub
version
1.0.0
description
Collaborative task and project management for Human + AI Agent teamwork. Organize work on visual boards with drag-and-drop columns, table views, and calendar views. Agents can list boards, create and update tasks, add comments, upload and attach files, filter work items, and view history on boards they have been granted access to. Requires a Semantic Hub agent API key for authentication.
tags
["kanban", "boards", "cards", "tasks", "project-management", "collaboration", "ai-agents", "mcp-compatible", "saas-component"]
homepage
https://www.simplysemantics.com/semantic-hub.html
author
Simply Semantics (@simplysemantics)
license
MIT
requires
env
required
true
description
Your Semantic Hub agent API key. Generated by the board owner in the dashboard at https://dashboard.simplysemantics.com/hub. Scoped to specific boards only. Revocable at any time.
metadata
clawbot
emoji
📋🤖
requires
env
["SEMANTIC_HUB_API_KEY"]
primaryEnv
SEMANTIC_HUB_API_KEY
files
[]

Semantic Hub

Quick summary Collaborative task and project management for Human + AI Agent teamwork. Organize your work on visual boards (Kanban) with drag-and-drop columns (like To Do, Doing, Done), view tasks in a table layout, or plan on a calendar — whatever works best for you. AI agents interact with shared boards via REST API — they can list boards, create and update tasks, add comments, upload files and attach them to cards or comments, filter and search work items, and view activity history. Agents operate under role-based access control as scoped contributor-level team members.

Board owners create boards in the dashboard, then generate per-agent API keys and grant agents access to specific boards. Agents cannot delete cards, manage settings, or modify members.

Authentication

SEMANTIC_HUB_API_KEY is always required. This is the agent's API key generated by the board owner in the dashboard at https://dashboard.simplysemantics.com/hub. It authenticates the agent's requests and is scoped to specific boards only — it does not grant access to any board the agent has not been explicitly granted access to. The board owner can revoke and rotate the key at any time.

Privacy & data handling

  • What data is sent: Only card data (titles, descriptions, comments, status changes) and board metadata. No user PII, agent secrets, source code, or environment variables are ever transmitted.
  • What data is NOT sent: No user credentials, private keys, environment variables, file contents, agent configuration, or personal information of any kind.
  • Data retention: Board and card data is stored in your account, isolated per account and per board.
  • API key handling: Your SEMANTIC_HUB_API_KEY is used solely for request authentication. It is never logged in plaintext, shared, or transmitted to third parties.
  • No cross-service data sharing: Your Semantic Hub data is not shared with other Simply Semantics services.
  • Logging: API requests are logged for rate-limiting and abuse prevention only. Logs contain API key hash (not the key), endpoint, and timestamp. Retained for 30 days.

When to use this skill (activation triggers)

Activate Semantic Hub when the user or agent:

  • Needs to create, update, or manage tasks/cards/meetings on a board.
  • Wants to check the status of cards, filter by priority/status/assignee, or list tasks.
  • Asks to "add a card", "create a task", "create a meeting", "create an idea", "update the status", "move to done", "what's on my board", "what's on our agenda".
  • Needs to add a comment or view comments on a card.
  • Wants to upload a file or attach a file/URL to a card or comment.
  • Asks to "attach this file", "upload a screenshot", "add this link to the card".
  • Wants to see activity history for a card.
  • Needs to list board members or check who is assigned to tasks.
  • Wants to filter cards (e.g. "show me all high priority tasks", "what's assigned to me").

Do NOT use for:

  • Creating or deleting boards (admin-only, not available to agents).
  • Managing board settings, columns, or card types (admin-only).
  • Adding or removing team members (admin-only).
  • Managing other agents or API keys (admin-only).
  • Deleting cards (blocked for agents).

How to use (instructions for the agent)

1. List boards the agent has access to

GET https://dashboard.simplysemantics.com/hub/boards

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}

Response:

[
  {
    "id": "abc-123",
    "name": "Sprint Board",
    "description": "Current sprint tasks",
    "cardCount": 12,
    "columnCount": 3,
    "role": "Agent"
  }
]

2. Get board details

GET https://dashboard.simplysemantics.com/hub/boards/:boardId

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}

Response:

{
  "id": "abc-123",
  "name": "Sprint Board",
  "columns": [
    { "id": "col-1", "name": "To Do", "order": 0 },
    { "id": "col-2", "name": "Doing", "order": 1 },
    { "id": "col-3", "name": "Done", "order": 2 }
  ],
  "cardTypes": ["Task", "Idea", "Meeting"],
  "cards": [...],
  "members": [
    { "email": "user@example.com", "role": "Admin" }
  ],
  "agents": [
    { "name": "MyAgent", "id": "agent-456" }
  ]
}

3. List cards on a board

GET https://dashboard.simplysemantics.com/hub/boards/:boardId/cards

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}

Response:

[
  {
    "id": "CARD-A1B2C3D4",
    "title": "Fix login bug",
    "type": "Task",
    "priority": "High",
    "status": "To Do",
    "assignee": "dev@example.com",
    "start_date": null,
    "end_date": null,
    "created_at": "2026-03-01T10:00:00.000Z"
  }
]

4. Filter and search cards

GET https://dashboard.simplysemantics.com/hub/boards/:boardId/cards/filter

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}

Query parameters (all optional):

  • priority — Critical, High, Medium, Low
  • status — column name (e.g. "To Do", "Doing", "Done")
  • type — card type (e.g. "Task", "Idea", "Meeting")
  • assignee — email or "agent:AgentName"
  • sortBy — "priority", "createdAt", "updatedAt", "title" (default: "createdAt")

Example:

GET /hub/boards/abc-123/cards/filter?priority=High&status=To%20Do&sortBy=priority

5. Create a card

POST https://dashboard.simplysemantics.com/hub/boards/:boardId/cards

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}
Content-Type: application/json

Body:

{
  "title": "Implement auth flow",
  "description": "Add OAuth2 login support",
  "type": "Task",
  "priority": "High",
  "status": "To Do",
  "assignee": "agent:MyAgent",
  "start_date": "2026-03-03T09:00",
  "end_date": "2026-03-03T17:00"
}
Only title is required. All other fields have sensible defaults.

Response:

{
  "id": "CARD-X9Y8Z7W6",
  "board_id": "abc-123",
  "title": "Implement auth flow",
  "type": "Task",
  "priority": "High",
  "status": "To Do",
  "assignee": "agent:MyAgent",
  "created_at": "2026-03-03T10:30:00.000Z"
}

6. Update a card

PATCH https://dashboard.simplysemantics.com/hub/cards/:cardId

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}
Content-Type: application/json

Body (send only the fields to update):

{
  "status": "Done",
  "priority": "Low"
}

Response:

{
  "id": "CARD-X9Y8Z7W6",
  "title": "Implement auth flow",
  "status": "Done",
  "priority": "Low",
  "updated_at": "2026-03-03T14:00:00.000Z"
}

7. Add a comment to a card

POST https://dashboard.simplysemantics.com/hub/cards/:cardId/comments

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}
Content-Type: application/json

Body:

{
  "text": "Auth flow implemented and tested. Moving to Done."
}

Response:

{
  "id": "comment-789",
  "card_id": "CARD-X9Y8Z7W6",
  "text": "Auth flow implemented and tested. Moving to Done.",
  "user_id": "agent-456",
  "created_at": "2026-03-03T14:05:00.000Z"
}

8. Get comments on a card

GET https://dashboard.simplysemantics.com/hub/cards/:cardId/comments

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}

Response:

[
  {
    "id": "comment-789",
    "text": "Auth flow implemented and tested.",
    "author_name": "dev@example.com",
    "created_at": "2026-03-03T14:05:00.000Z"
  }
]

9. Get card activity history

GET https://dashboard.simplysemantics.com/hub/cards/:cardId/history

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}

Response:

[
  {
    "id": "hist-001",
    "action": "created",
    "user_id": "agent-456",
    "details": "Card created with title \"Implement auth flow\"",
    "created_at": "2026-03-03T10:30:00.000Z"
  },
  {
    "id": "hist-002",
    "action": "updated",
    "user_id": "agent-456",
    "details": "status: To Do → Done",
    "created_at": "2026-03-03T14:00:00.000Z"
  }
]

10. Get card attachments

GET https://dashboard.simplysemantics.com/hub/cards/:cardId/attachments

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}

Response:

[
  {
    "id": "att-001",
    "card_id": "CARD-A1B2C3D4",
    "comment_id": null,
    "filename": "screenshot.png",
    "url": "https://dashboard.simplysemantics.com/hub/uploads/abc123.png",
    "size": 45200,
    "uploaded_by": "dev@example.com",
    "uploaded_at": "2026-03-03T11:00:00.000Z"
  }
]

11. Upload a file

Upload a file to get a hosted URL, then attach it to a card or comment. File uploads are subject to per-tier limits on file size and total upload count (URL-based attachments are not limited).

POST https://dashboard.simplysemantics.com/hub/upload

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}
Content-Type: multipart/form-data

Body (multipart form):

  • file — the file to upload

Response:

{
  "filename": "screenshot.png",
  "url": "https://dashboard.simplysemantics.com/hub/uploads/abc123.png",
  "size": 45200
}

Upload limits by tier:

  • Free: 2 MB per file, 10 uploads total
  • Pro: 10 MB per file, 100 uploads total
  • Enterprise: 50 MB per file, unlimited uploads

Errors:

  • 413 — File too large for your tier
  • 429 — Upload count limit reached for your tier

12. Attach a file or URL to a card

Link an attachment to a card. Use the URL from the upload endpoint, or provide any external URL.

POST https://dashboard.simplysemantics.com/hub/cards/:cardId/attachments

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}
Content-Type: application/json

Body:

{
  "filename": "screenshot.png",
  "url": "https://dashboard.simplysemantics.com/hub/uploads/abc123.png",
  "size": 45200
}
filename and url are required. size is optional (bytes).

Response:

{
  "id": "att-001",
  "card_id": "CARD-A1B2C3D4",
  "filename": "screenshot.png",
  "url": "https://dashboard.simplysemantics.com/hub/uploads/abc123.png",
  "size": 45200,
  "uploaded_by": "agent-456",
  "uploaded_at": "2026-03-06T10:00:00.000Z"
}

13. Attach a file or URL to a comment

Link an attachment to a comment. Attachments must be added at the same time as the comment — first create the comment, then attach.

POST https://dashboard.simplysemantics.com/hub/comments/:commentId/attachments

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}
Content-Type: application/json

Body:

{
  "filename": "debug-log.txt",
  "url": "https://dashboard.simplysemantics.com/hub/uploads/def456.txt",
  "size": 1200
}

Response:

{
  "id": "att-002",
  "comment_id": "comment-789",
  "filename": "debug-log.txt",
  "url": "https://dashboard.simplysemantics.com/hub/uploads/def456.txt",
  "size": 1200,
  "uploaded_by": "agent-456",
  "uploaded_at": "2026-03-06T10:05:00.000Z"
}

14. Get comment attachments

GET https://dashboard.simplysemantics.com/hub/comments/:commentId/attachments

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}

Response:

[
  {
    "id": "att-002",
    "comment_id": "comment-789",
    "filename": "debug-log.txt",
    "url": "https://dashboard.simplysemantics.com/hub/uploads/def456.txt",
    "size": 1200,
    "uploaded_by": "agent-456",
    "uploaded_at": "2026-03-06T10:05:00.000Z"
  }
]

15. List board members

GET https://dashboard.simplysemantics.com/hub/boards/:boardId/users

Headers:

x-api-key: ${SEMANTIC_HUB_API_KEY}

Response:

[
  { "email": "dev@example.com", "role": "Contributor" },
  { "email": "pm@example.com", "role": "Admin" }
]

16. Edge cases

  • 401/403 → "Missing or invalid SEMANTIC_HUB_API_KEY. Set the env var to use this skill."
  • 403 with upgrade_url → "Tier limit reached — upgrade your plan."
  • 404 → "Card or board not found, or agent does not have access."
  • 413 → "File too large for your plan tier."
  • 429 → "Upload limit reached for your plan tier."
  • 500 → "Service temporarily unavailable. Try again shortly."

Output format

Present results clearly to the user:

📋 Semantic Hub — Card Created
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Card ID:     CARD-X9Y8Z7W6
Title:       Implement auth flow
Type:        Task
Priority:    High ⬆️
Status:      To Do
Assignee:    🤖 MyAgent
Start:       Mar 3, 2026 9:00 AM
End:         Mar 3, 2026 5:00 PM
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📋 Semantic Hub — Board Summary
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Board:       Sprint Board
Cards:       12 active
Columns:     To Do (4) | Doing (3) | Done (5)
Members:     3 humans + 1 agent
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

平台分布

OpenClaw

86.04%
按下载量换算2,687

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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