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Agent Skill · 研究检索

agnt-data(Agent 数据)

用于辅助数据整理、表格处理、CSV/Excel 分析、指标计算和图表准备。它适合让 Agent 清洗字段、汇总数据、发现异常、生成统计口径或把分析结果转成可读说明。使用时需要确认数据来源、字段含义和时间范围,避免把样本数据当全量事实;涉及敏感数据、导出文件或批量写回时,应先确认权限和脱敏边界。

agnt-data 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 18,463。

总安装 6,071周安装 248GitHub Stars 1下载 1,964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
1.0.14

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:agnt-data(Agent 数据)
来源仓库:https://github.com/jaencarrodine/agnt-data
安装命令:
openclaw skills install agnt-data
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 agnt-data

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。

适用于 AI 代理的统一社交数据 API。适用于 LinkedIn、YouTube、TikTok、X、Instagram、Reddit 和 Facebook 的一个 API 密钥。

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 agnt-data;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

agnt-data 怎么安装?

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

agnt-data 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。

agnt-data 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。

agnt-data 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。

agnt-data 用的人多吗?

公开数据是累计安装 6,071 次,近一周安装 248 次,下载 1,964 次,GitHub 1 星。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。

agnt-data 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
agnt-data

Agent 数据 · 本页

6,0711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
agnt-data
description
Unified social data API for AI agents. One API key for LinkedIn, YouTube, TikTok, X, Instagram, Reddit, and Facebook.
version
1.0.14
metadata
openclaw
requires
env
bins
primaryEnv
AGNTDATA_API_KEY
emoji
\⚡
homepage
https://agntdata.dev

agnt-data — Unified Social Data for AI Agents

One subscription, one API key, access to structured social data across seven platforms. No scraping infra, no managing upstream vendor accounts. Every response is structured JSON optimized for LLM and agent consumption.

Recommended: Install the agnt-data Plugin

For the best experience, install the agnt-data plugin instead of this skill. The plugin provides:

  • Native MCP tools for each platform (no curl required)
  • Automatic authentication with browser-based login
  • Structured tool schemas with full parameter validation
  • Direct integration with your agent's tool system

Master skill (this bundle):

clawhub install agnt-data

Master plugin (all platforms; npm name matches generated package.json):

openclaw plugins install @agntdata/openclaw-agnt-data

For a single platform only, use that platform’s skill and plugin instead, for example:

clawhub install agntdata-facebook
openclaw plugins install @agntdata/openclaw-facebook

This skill is useful for environments where plugins are not supported, or when you need a lightweight reference.

Authentication

Before making API calls, you need an API key. Get one from the agntdata dashboard.

The API key should be available as the AGNTDATA_API_KEY environment variable. Every request must include it as a Bearer token:

Authorization: Bearer $AGNTDATA_API_KEY

If the environment variable is not set, ask the user to provide their API key or direct them to https://app.agntdata.dev/dashboard to create one.

API Key Activation

After setting your API key, activate it by calling the registration endpoint. This only needs to be done once per key:

curl -X POST https://api.agntdata.dev/v1/register \
  -H "Authorization: Bearer $AGNTDATA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"intendedApis": ["linkedin", "youtube"], "useCase": "Brief description of your use case"}'

Replace intendedApis with the platforms you plan to use, and useCase with a short description of how you plan to use the API.

Discovery Endpoints

These public endpoints (no API key required) help you explore available platforms and their capabilities:

List all platforms:

curl https://api.agntdata.dev/v1/platforms

Returns: slug, name, endpoint count, and description for each platform.

Get platform details:

curl https://api.agntdata.dev/v1/platforms/{slug}

Returns: full endpoint list, OpenAPI spec, features, use cases, and documentation links.

Use these endpoints to discover capabilities before making authenticated API calls.

Base URL

https://api.agntdata.dev/v1/data/{platform}

Available APIs

PlatformSlugEndpointsDescription
LinkedInlinkedin52Enrich companies and profiles in real time. Designed for agents that need reliable structured data without managing dozens of vendor accounts.
YouTubeyoutube22Unified access to video metadata, channel discovery, comments, subtitles, and recommendations. Built for LLMs and automation — not one-off scraping.
TikToktiktok12Unified access to video details, creator profiles, and search across accounts and videos. Built for LLMs and automation — not one-off scraping.
X (Twitter)x52Unified access to tweets, user profiles, followers, search, and hashtag streams. Built for LLMs and automation — not one-off scraping.
Instagraminstagram22Unified access to user profiles, reels, explore, locations, and hashtag media. Built for LLMs and automation — not one-off scraping.
Redditreddit29Unified access to subreddit metadata, post threads, user activity, and search. Built for LLMs and automation — not one-off scraping.
Facebookfacebook35Unified access to page and group posts, marketplace listings, video content, and ad discovery. Built for LLMs and automation — not one-off scraping.

Choosing the Right API

  • B2B enrichment / sales intelligence — use linkedin
  • Video content / creator intelligence — use youtube or tiktok
  • Real-time social listening / trends — use x or reddit
  • Visual content / influencer data — use instagram
  • Pages, groups, marketplace, ads — use facebook

Example

curl -X GET 'https://api.agntdata.dev/v1/data/linkedin/get-company-details?username=microsoft' \
  -H 'Authorization: Bearer $AGNTDATA_API_KEY'

Webhooks (Receive Events from Third Parties)

agntdata can act as a hosted webhook receiver. You create an endpoint in the user's workspace, hand the resulting URL to a third party (Stripe, Calendly, GitHub, your own service, anything that POSTs JSON), and every inbound POST is captured as a delivery that an agent can fetch and acknowledge later.

Concepts

  • Endpoint — a named receiver in the user's workspace. Created with a friendly name (e.g. stripe-prod); identified by a UUID id.
  • Receive URL — https://api.agntdata.dev/webhooks/ingest/<endpointId>. The endpoint id IS the secret in the URL — treat it like a credential. There is no signature verification; the URL is the auth.
  • Delivery — one inbound POST, captured with the raw JSON body, the headers the third party sent, and the source IP. Has an acknowledgedAt timestamp that starts null.
  • Acknowledge — mark a delivery as processed so it stops appearing in unacknowledged: true queries. Does NOT delete the delivery; history is retained.

Typical Agent Flow

  1. Create the endpoint — POST /v1/webhook-endpoints with { "name": "stripe-prod" }. Returns { id, name, url }. Show the url to the user and tell them to paste it into the third party's webhook configuration.
  2. Wait for events — the third party POSTs to https://api.agntdata.dev/webhooks/ingest/<id>. Each POST is stored as a delivery; nothing is forwarded synchronously.
  3. Poll for new work — GET /v1/webhook-endpoints/deliveries?unacknowledged=true&endpointId=<id> (or omit endpointId to query across all endpoints in the workspace).
  4. Process each rawPayload — it's the exact JSON the vendor sent. Parse it the way that vendor documents (e.g. for Stripe, switch on type and read data.object).
  5. Acknowledge — call POST /v1/webhook-endpoints/deliveries/ack with { "ids": [...] } (or single via POST /v1/webhook-endpoints/deliveries/{id}/ack) so the next poll doesn't re-deliver them.
  6. Page through history — if a response includes nextCursor, pass it as cursor to fetch older deliveries.

Webhook Endpoints

MethodPathSummary
POST/v1/webhook-endpointsCreate a new agntdata webhook endpoint. Returns { id, name, url } where url is a public HTTPS endpoint of the form https://api.agntdata.dev/webhooks/ingest/<id>. Give that URL to a third party (Stripe, Calendly, GitHub, your own service, etc.) so they can POST events to it. agntdata stores every inbound POST as a "delivery" the agent can later fetch with agntdata_webhooks_list_deliveries. The name is a workspace-unique label (3-50 chars, lowercase + hyphens) that you can show to the user; it is NOT part of the receive URL. Use this when the user asks to "set up a webhook", "give me a URL to receive events", or "let me ingest events from <vendor>".
GET/v1/webhook-endpointsList every active webhook endpoint in the workspace. Returns an array of { id, name, description, isActive, createdAt, updatedAt }. Use the id from any item as endpointId for agntdata_webhooks_get_endpoint, agntdata_webhooks_delete_endpoint, or agntdata_webhooks_list_deliveries. Use this to discover existing endpoints before creating a new one or to show the user their current webhook configuration.
GET/v1/webhook-endpoints/{id}Get full details of a single webhook endpoint by id. Returns { id, name, description, isActive, createdAt, updatedAt }. Use this when you have an endpoint id (e.g. from agntdata_webhooks_list_endpoints) and need its full record. Note: this does NOT return the receive URL — reconstruct it as https://api.agntdata.dev/webhooks/ingest/{id} if you need to show it again.
DELETE/v1/webhook-endpoints/{id}Soft-delete (deactivate) a webhook endpoint by id. After deletion the receive URL https://api.agntdata.dev/webhooks/ingest/{id} stops accepting POSTs (returns 404). Existing delivery history is retained and still queryable. Use this when the user wants to stop receiving events on an endpoint or rotate to a new one. ALWAYS confirm with the user before deleting — third parties posting to the URL will start failing immediately.
GET/v1/webhook-endpoints/deliveriesFetch the most recent webhook deliveries for the workspace, newest first. This is THE tool to use to "check for new webhook events", "process incoming webhooks", or "see what a third party sent". Returns { deliveries: [{ id, webhookEndpointId, rawPayload, headers, sourceIp, acknowledgedAt, createdAt }], nextCursor }. rawPayload is the exact JSON body the third party POSTed to https://api.agntdata.dev/webhooks/ingest/<id> — parse it the way that vendor documents (e.g. for Stripe inspect type and data.object). Workflow: (1) call this with unacknowledged: true to get only un-processed deliveries, (2) handle each rawPayload, (3) call agntdata_webhooks_ack_delivery (or agntdata_webhooks_ack_deliveries for batch) with the delivery ids so they don't come back next poll. If nextCursor is non-null, pass it as cursor on the next call to page through older deliveries.
POST/v1/webhook-endpoints/deliveries/{id}/ackAcknowledge (mark as processed) a single webhook delivery by id. Call this AFTER you have successfully handled the rawPayload so the same event isn't returned on the next poll of agntdata_webhooks_list_deliveries with unacknowledged: true. Idempotent — re-acknowledging an already-acked delivery is a no-op. Use agntdata_webhooks_ack_deliveries instead if you need to ack more than one at a time.
POST/v1/webhook-endpoints/deliveries/ackAcknowledge (mark as processed) many webhook deliveries in a single call. Pass an array of delivery ids in ids. This is the preferred form when batch-processing the result of agntdata_webhooks_list_deliveries — collect every id from the page after handling, then ack them all at once. Idempotent.

Webhook Tool Schemas

[
  {
    "name": "agntdata_webhooks_create_endpoint",
    "description": "Create a new agntdata webhook endpoint. Returns { id, name, url } where `url` is a public HTTPS endpoint of the form https://api.agntdata.dev/webhooks/ingest/<id>. Give that URL to a third party (Stripe, Calendly, GitHub, your own service, etc.) so they can POST events to it. agntdata stores every inbound POST as a \"delivery\" the agent can later fetch with agntdata_webhooks_list_deliveries. The `name` is a workspace-unique label (3-50 chars, lowercase + hyphens) that you can show to the user; it is NOT part of the receive URL. Use this when the user asks to \"set up a webhook\", \"give me a URL to receive events\", or \"let me ingest events from <vendor>\".",
    "method": "POST",
    "path": "/v1/webhook-endpoints",
    "parameters": {
      "type": "object",
      "properties": {
        "name": {
          "type": "string",
          "description": "Workspace-unique label for the endpoint, 3-50 chars, lowercase alphanumeric with hyphens (e.g. \"stripe-prod\", \"calendly-bookings\"). Shown in the dashboard; not part of the receive URL."
        },
        "description": {
          "type": "string",
          "description": "Optional human-readable description of what this endpoint receives (e.g. \"Stripe checkout.session.completed events for production\")."
        }
      },
      "required": [
        "name"
      ]
    }
  },
  {
    "name": "agntdata_webhooks_list_endpoints",
    "description": "List every active webhook endpoint in the workspace. Returns an array of { id, name, description, isActive, createdAt, updatedAt }. Use the `id` from any item as `endpointId` for agntdata_webhooks_get_endpoint, agntdata_webhooks_delete_endpoint, or agntdata_webhooks_list_deliveries. Use this to discover existing endpoints before creating a new one or to show the user their current webhook configuration.",
    "method": "GET",
    "path": "/v1/webhook-endpoints",
    "parameters": {
      "type": "object",
      "properties": {}
    }
  },
  {
    "name": "agntdata_webhooks_get_endpoint",
    "description": "Get full details of a single webhook endpoint by id. Returns { id, name, description, isActive, createdAt, updatedAt }. Use this when you have an endpoint id (e.g. from agntdata_webhooks_list_endpoints) and need its full record. Note: this does NOT return the receive URL — reconstruct it as https://api.agntdata.dev/webhooks/ingest/{id} if you need to show it again.",
    "method": "GET",
    "path": "/v1/webhook-endpoints/{id}",
    "parameters": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string",
          "description": "UUID of the webhook endpoint. Required path parameter; substituted into the URL."
        }
      },
      "required": [
        "id"
      ]
    }
  },
  {
    "name": "agntdata_webhooks_delete_endpoint",
    "description": "Soft-delete (deactivate) a webhook endpoint by id. After deletion the receive URL https://api.agntdata.dev/webhooks/ingest/{id} stops accepting POSTs (returns 404). Existing delivery history is retained and still queryable. Use this when the user wants to stop receiving events on an endpoint or rotate to a new one. ALWAYS confirm with the user before deleting — third parties posting to the URL will start failing immediately.",
    "method": "DELETE",
    "path": "/v1/webhook-endpoints/{id}",
    "parameters": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string",
          "description": "UUID of the webhook endpoint to deactivate. Required path parameter; substituted into the URL."
        }
      },
      "required": [
        "id"
      ]
    }
  },
  {
    "name": "agntdata_webhooks_list_deliveries",
    "description": "Fetch the most recent webhook deliveries for the workspace, newest first. This is THE tool to use to \"check for new webhook events\", \"process incoming webhooks\", or \"see what a third party sent\". Returns { deliveries: [{ id, webhookEndpointId, rawPayload, headers, sourceIp, acknowledgedAt, createdAt }], nextCursor }. `rawPayload` is the exact JSON body the third party POSTed to https://api.agntdata.dev/webhooks/ingest/<id> — parse it the way that vendor documents (e.g. for Stripe inspect `type` and `data.object`). Workflow: (1) call this with `unacknowledged: true` to get only un-processed deliveries, (2) handle each `rawPayload`, (3) call agntdata_webhooks_ack_delivery (or agntdata_webhooks_ack_deliveries for batch) with the delivery `id`s so they don't come back next poll. If `nextCursor` is non-null, pass it as `cursor` on the next call to page through older deliveries.",
    "method": "GET",
    "path": "/v1/webhook-endpoints/deliveries",
    "parameters": {
      "type": "object",
      "properties": {
        "endpointId": {
          "type": "string",
          "description": "Optional. Filter to deliveries for a single webhook endpoint (UUID from agntdata_webhooks_list_endpoints). Omit to query across all endpoints in the workspace."
        },
        "unacknowledged": {
          "type": "boolean",
          "description": "If true, return only deliveries with `acknowledgedAt: null`. This is the right value when an agent is polling for new work. Defaults to false (returns all deliveries regardless of ack state)."
        },
        "limit": {
          "type": "integer",
          "description": "Max deliveries to return per page (1-100, default 50)."
        },
        "cursor": {
          "type": "string",
          "description": "Opaque pagination cursor from a previous response's `nextCursor`. Pass to fetch the next page of older deliveries. Omit on the first call."
        }
      }
    }
  },
  {
    "name": "agntdata_webhooks_ack_delivery",
    "description": "Acknowledge (mark as processed) a single webhook delivery by id. Call this AFTER you have successfully handled the `rawPayload` so the same event isn't returned on the next poll of agntdata_webhooks_list_deliveries with `unacknowledged: true`. Idempotent — re-acknowledging an already-acked delivery is a no-op. Use agntdata_webhooks_ack_deliveries instead if you need to ack more than one at a time.",
    "method": "POST",
    "path": "/v1/webhook-endpoints/deliveries/{id}/ack",
    "parameters": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string",
          "description": "UUID of the delivery to acknowledge. Required path parameter; substituted into the URL."
        }
      },
      "required": [
        "id"
      ]
    }
  },
  {
    "name": "agntdata_webhooks_ack_deliveries",
    "description": "Acknowledge (mark as processed) many webhook deliveries in a single call. Pass an array of delivery ids in `ids`. This is the preferred form when batch-processing the result of agntdata_webhooks_list_deliveries — collect every id from the page after handling, then ack them all at once. Idempotent.",
    "method": "POST",
    "path": "/v1/webhook-endpoints/deliveries/ack",
    "parameters": {
      "type": "object",
      "properties": {
        "ids": {
          "type": "array",
          "description": "Non-empty array of webhook delivery UUIDs to acknowledge."
        }
      },
      "required": [
        "ids"
      ]
    }
  }
]

Examples

Create an endpoint:

curl -X POST https://api.agntdata.dev/v1/webhook-endpoints \
  -H "Authorization: Bearer $AGNTDATA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"name": "stripe-prod", "description": "Stripe events for production"}'
# => { "success": true, "data": { "id": "…", "name": "stripe-prod", "url": "https://api.agntdata.dev/webhooks/ingest/…" } }

Poll for new deliveries on that endpoint:

curl "https://api.agntdata.dev/v1/webhook-endpoints/deliveries?unacknowledged=true&endpointId=$ENDPOINT_ID&limit=50" \
  -H "Authorization: Bearer $AGNTDATA_API_KEY"

Acknowledge a batch after processing:

curl -X POST https://api.agntdata.dev/v1/webhook-endpoints/deliveries/ack \
  -H "Authorization: Bearer $AGNTDATA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"ids": ["delivery-uuid-1", "delivery-uuid-2"]}'

Rules of Thumb for Agents

  • Don't create a new endpoint per run. Endpoints are persistent infrastructure — list existing ones first (agntdata_webhooks_list_endpoints) and reuse the right one. Only create when none matches the user's intent.
  • Always confirm before deleting. Deletion stops accepting POSTs immediately; the third party will start failing.
  • Always acknowledge after successful processing. Otherwise the same delivery will be re-returned on every poll with unacknowledged: true.
  • The receive URL is a secret. Don't log it, don't echo it back unnecessarily, don't share it across users.

Per-Platform Plugins

Install a platform-specific plugin for native MCP tools and detailed endpoint schemas:

  • Skill: clawhub install agntdata-linkedin — Plugin: openclaw plugins install @agntdata/openclaw-linkedin — LinkedIn
  • Skill: clawhub install agntdata-youtube — Plugin: openclaw plugins install @agntdata/openclaw-youtube — YouTube
  • Skill: clawhub install agntdata-tiktok — Plugin: openclaw plugins install @agntdata/openclaw-tiktok — TikTok
  • Skill: clawhub install agntdata-x — Plugin: openclaw plugins install @agntdata/openclaw-x — X (Twitter)
  • Skill: clawhub install agntdata-instagram — Plugin: openclaw plugins install @agntdata/openclaw-instagram — Instagram
  • Skill: clawhub install agntdata-reddit — Plugin: openclaw plugins install @agntdata/openclaw-reddit — Reddit
  • Skill: clawhub install agntdata-facebook — Plugin: openclaw plugins install @agntdata/openclaw-facebook — Facebook

Links

平台分布

OpenClaw

85.3%
按下载量换算1,675

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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