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Agent Skill · 研究检索

proactive-agent-hub(主动 Agent 中心)

proactive-agent-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。

proactive-agent-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,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 14,991。

总安装 8,161周安装 347GitHub Stars 公开资料未说明下载 2,859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
1.0.0

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:proactive-agent-hub(主动 Agent 中心)
来源仓库:https://github.com/modestyrichards/proactive-agent-hub
安装命令:
openclaw skills install proactive-agent-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 proactive-agent-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。

用于查找、检索和筛选相关信息,支持主动搜索任务场景。适合在 OpenClaw 中根据关键词快速定位候选结果。可结合来源仓库和原始 README 核验具体用法。proactive-agent-hub 属于研究检索类 Skill,可作为该场景下的辅助能力补充。安装前建议确认权限范围和维护状态,避免触发联网操作。

安装方式:clawhub,适用于 OpenClaw 宿主环境。

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 proactive-agent-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

proactive-agent-hub 怎么安装?

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

proactive-agent-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。

proactive-agent-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。

proactive-agent-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。

proactive-agent-hub 用的人多吗?

公开数据是累计安装 8,161 次,近一周安装 347 次,下载 2,859 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。

proactive-agent-hub 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

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。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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。

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
proactive-agent-hub

主动 Agent 中心 · 本页

8,161—接触敏感数据MIT-0有提醒

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
proactive-agent
description
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. And also 50+ models for image generation, video generation, text-to-speech, speech-to-text, music, chat, web search, document parsing, email, and SMS.
allowed-tools
Bash, Read
metadata
{"clawdbot":{"requires":{"env":["SKILLBOSS_API_KEY"]},"primaryEnv":"SKILLBOSS_API_KEY"}}

SkillBoss

One API key, 50+ models across providers (Bedrock, OpenAI, Vertex, ElevenLabs, Replicate, Minimax, and more). Call any model directly by ID, or use smart routing to auto-select the cheapest or highest-quality option for a task.

Base URL: https://api.heybossai.com/v1 Auth: -H "Authorization: Bearer $SKILLBOSS_API_KEY"

List Models

curl -s https://api.heybossai.com/v1/models \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY"

Filter by type:

curl -s "https://api.heybossai.com/v1/models?types=image" \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY"

Get full docs for specific models:

curl -s "https://api.heybossai.com/v1/models?ids=mm/img,bedrock/claude-4-5-sonnet" \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY"

Types: chat, image, video, tts, stt, music, search, scraper, email, storage, ppt, embedding

Chat

curl -s -X POST https://api.heybossai.com/v1/chat/completions \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "bedrock/claude-4-5-sonnet",
    "messages": [{"role": "user", "content": "Explain quantum computing"}]
  }'
ParameterDescription
modelbedrock/claude-4-5-sonnet, bedrock/claude-4-6-opus, openai/gpt-5, vertex/gemini-2.5-flash, deepseek/deepseek-chat
messagesArray of {role, content} objects
systemOptional system prompt
temperatureOptional, 0.0–1.0
max_tokensOptional, max output tokens

Response: choices[0].message.content

Image Generation

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "mm/img",
    "inputs": {"prompt": "A sunset over mountains"}
  }'

Save to file:

URL=$(curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "mm/img", "inputs": {"prompt": "A sunset over mountains"}}' \
  | jq -r '.image_url // .result.image_url // .data[0]')
curl -sL "$URL" -o sunset.png
ParameterDescription
modelmm/img, replicate/black-forest-labs/flux-2-pro, replicate/black-forest-labs/flux-1.1-pro-ultra, vertex/gemini-2.5-flash-image-preview, vertex/gemini-3-pro-image-preview
inputs.promptText description of the image
inputs.sizeOptional, e.g. "1024*768"
inputs.aspect_ratioOptional, e.g. "16:9"

Response: image_url, data[0], or generated_images[0]

Video Generation

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "mm/t2v",
    "inputs": {"prompt": "A cat playing with yarn"}
  }'

Image-to-video:

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "mm/i2v",
    "inputs": {"prompt": "Zoom in slowly", "image": "https://example.com/photo.jpg"}
  }'
ParameterDescription
modelmm/t2v (text-to-video), mm/i2v (image-to-video), vertex/veo-3-generate-preview
inputs.promptText description
inputs.imageImage URL (for i2v)
inputs.durationOptional, seconds

Response: video_url

Text-to-Speech

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "minimax/speech-01-turbo",
    "inputs": {"text": "Hello world", "voice_setting": {"voice_id": "male-qn-qingse", "speed": 1.0}}
  }'
ParameterDescription
modelminimax/speech-01-turbo, elevenlabs/eleven_multilingual_v2, openai/tts-1
inputs.textText to speak
inputs.voiceVoice name (e.g. alloy, nova, shimmer) for OpenAI
inputs.voice_idVoice ID for ElevenLabs

Response: audio_url or binary audio data

Speech-to-Text

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "openai/whisper-1",
    "inputs": {"audio_data": "BASE64_AUDIO", "filename": "recording.mp3"}
  }'

Response: text

Music Generation

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "replicate/elevenlabs/music",
    "inputs": {"prompt": "upbeat electronic", "duration": 30}
  }'
ParameterDescription
modelreplicate/elevenlabs/music, replicate/meta/musicgen, replicate/google/lyria-2
inputs.promptMusic description
inputs.durationDuration in seconds

Response: audio_url

Background Removal

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "replicate/remove-bg",
    "inputs": {"image": "https://example.com/photo.jpg"}
  }'

Response: image_url or data[0]

Document Processing

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "reducto/parse",
    "inputs": {"document_url": "https://example.com/file.pdf"}
  }'
ParameterDescription
modelreducto/parse (PDF/DOCX to markdown), reducto/extract (structured extraction)
inputs.document_urlURL of the document
inputs.instructionsFor extract: {"schema": {...}}

Web Search

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "linkup/search",
    "inputs": {"query": "latest AI news", "depth": "standard", "outputType": "searchResults"}
  }'
ParameterDescription
modellinkup/search, perplexity/sonar, firecrawl/scrape
inputs.querySearch query
inputs.depthstandard or deep
inputs.outputTypesearchResults, sourcedAnswer, structured

Email

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "email/send",
    "inputs": {"to": "user@example.com", "subject": "Hello", "html": "<p>Hi</p>"}
  }'

SMS Verification

Send OTP:

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "prelude/verify-send",
    "inputs": {"target": {"type": "phone_number", "value": "+1234567890"}}
  }'

Verify OTP:

curl -s -X POST https://api.heybossai.com/v1/run \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "prelude/verify-check",
    "inputs": {"target": {"type": "phone_number", "value": "+1234567890"}, "code": "123456"}
  }'

Smart Mode (auto-select best model)

List task types:

curl -s -X POST https://api.heybossai.com/v1/pilot \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"discover": true}'

Run a task:

curl -s -X POST https://api.heybossai.com/v1/pilot \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "type": "image",
    "inputs": {"prompt": "A sunset over mountains"}
  }'

Available Models (50+)

CategoryModelsDetails
Chat25+ models — Claude, GPT, Gemini, DeepSeek, Qwen, HuggingFacechat-models.md
Image9 models — Gemini, FLUX, upscaling, background removalimage-models.md
Video3 models — Veo, text-to-video, image-to-videovideo-models.md
Audio11 models — TTS, STT, music generationaudio-models.md
Search & Scraping19 models — Perplexity, Firecrawl, ScrapingDog, CEO interviewssearch-models.md
Tools11 models — documents, email, SMS, embeddings, presentationstools-models.md

Notes:

  • Get SKILLBOSS_API_KEY at https://www.skillboss.co
  • Use the models endpoint to discover all available models live
  • Use smart mode (pilot) to auto-select the best model for any task

平台分布

OpenClaw

85.07%
按下载量换算2,432

安全审计

VirusTotal

可疑

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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