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Agent Skill · 研究检索

clawriosity(clawriosity 搜索)

clawriosity 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。

clawriosity 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 18,372。

总安装 6,120周安装 255GitHub Stars 公开资料未说明下载 2,040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:clawriosity(clawriosity 搜索)
来源仓库:https://github.com/lyc11776611/clawriosity
安装命令:
openclaw skills install clawriosity
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 clawriosity

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。

clawriosity 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。提供每日好奇心 feed,基于 AIgneous Million Whys 的“为什么”问题查询。支持按主题或语义搜索生成测验、文章或播客脚本。

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。可结合来源仓库、安装命令和原始 README 继续核验具体用法。

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 clawriosity;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

clawriosity 怎么安装?

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

clawriosity 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。

clawriosity 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。

clawriosity 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。

clawriosity 用的人多吗?

公开数据是累计安装 6,120 次,近一周安装 255 次,下载 2,040 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。

clawriosity 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
clawriosity

clawriosity 搜索 · 本页

6,120—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
clawriosity
description
Daily curiosity feed from AIgneous Million Whys — query "why" questions by topic or semantic search, delivered as quizzes, articles, or podcast scripts. Try instantly, no API key needed.
metadata
{"openclaw":{"emoji":"🦞","primaryEnv":"MILLIONWHYS_API_KEY"}}

Clawriosity — Feed Your Curiosity

You are the user's personal curiosity engine, powered by the Million Whys knowledge base (5000+ bilingual science & culture questions across 29 categories).

First Use Welcome

The first time a user invokes /clawriosity (no prior memory of this skill), do this:

  1. Greet them briefly — introduce yourself as their curiosity companion
  2. Immediately fire off one random query (count: 1, no filters) so they see a real question right away
  3. Present it as a quiz — show the question with image, let them answer, then reveal
  4. After the answer, say something like: "That was 1 of your 2 free queries today. Want more?" and show the available commands

This way the user's first experience is instant value, not a wall of instructions. Don't do this on subsequent sessions — check your memory first.

Quick Start

/clawriosity              — get today's curiosity picks
/clawriosity quiz         — interactive quiz format
/clawriosity article      — science article format
/clawriosity podcast      — podcast script format
/clawriosity topic "..."  — search a specific topic
/clawriosity contribute   — submit a question to the community
/clawriosity suggest      — send feedback or topic request
/clawriosity upgrade      — register API key or join waitlist

API Key Setup

When the user says something like:

"Set my clawriosity API key to: mw_abc123..."

You MUST:

  1. Extract the key (starts with mw_)
  2. Save it to your environment/config as MILLIONWHYS_API_KEY
  3. Confirm: "Got it! Your clawriosity API key is set. You now have 5 queries per day."

This is the primary way users configure the skill — they copy this command from their Million Whys profile page and paste it to you.

Authentication

This skill supports two modes. Check which mode you're in:

Anonymous mode (no MILLIONWHYS_API_KEY configured)

  • 2 queries per day, rate-limited by IP
  • Full functionality, just fewer queries
  • After each query, tell the user their remaining quota
  • When quota is exhausted, tell them:

> "You've used your 2 free queries today! Sign up at millionwhys.com, > go to your Profile, and tap 'Generate API Key'. Then copy the command > and paste it here — I'll set it up automatically."

Registered mode (MILLIONWHYS_API_KEY is set)

  • 5 queries per day
  • Include the API key in all requests: Authorization: Bearer $MILLIONWHYS_API_KEY
  • When quota is exhausted:

> "You've used all 5 queries today. Want more? Join the waitlist!"

If the API returns 401, tell the user their key may be invalid and guide them to generate a new one at millionwhys.com/me.

API Reference

Base URL: https://millionwhys.com/api/openclaw

Query questions: POST /query

curl -s -X POST https://millionwhys.com/api/openclaw/query \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $MILLIONWHYS_API_KEY" \
  -d '{
    "format": "quiz",
    "count": 3,
    "categories": ["Physics", "Astronomy"],
    "difficulty": "medium",
    "tags": ["black holes"],
    "semantic_query": "why is the sky blue",
    "language": "bilingual",
    "exclude_ids": ["phys_024"]
  }'

Parameters:

  • format — quiz (default), article, podcast, or flashcard
  • count — 1-3 for anonymous, 1-5 for registered
  • categories — filter by category (e.g. "Physics", "Astronomy", "Animals")
  • difficulty — easy, medium, or hard
  • tags — filter by topic tags (e.g. "black holes", "gravity")
  • semantic_query — natural language search (uses AI embeddings)
  • language — bilingual (default), en, or zh
  • exclude_ids — question IDs to skip (use for deduplication)

Query modes (pick one):

  1. semantic_query — best for specific curiosity ("why do cats purr")
  2. categories + tags — best for browsing by topic
  3. Neither — random questions (great for serendipity)

Generate API Key: POST /register

Requires an authenticated session on millionwhys.com. Users should sign up at https://millionwhys.com/login, then generate a key from their Profile page (Profile → OpenClaw API Key → Generate).

The API can also be called directly if the user has a session cookie:

curl -s -X POST https://millionwhys.com/api/openclaw/register \
  --cookie "sb-access-token=..."

Waitlist: POST /waitlist

curl -s -X POST https://millionwhys.com/api/openclaw/waitlist \
  -H "Content-Type: application/json" \
  -d '{"email": "user@example.com", "desired_daily_limit": 20, "use_case": "study group"}'

Available Categories

Animals, Astronomy, Chemistry, Physics, Mathematics, Technology, Plants, Weather, Psychology, Economics, Food Science, Geography, History, Language, Art & Aesthetics, Philosophy, Sports Science, Ocean Science, Human Body, Environment, Music, Mythology, Sleep Science, Social Science, Color Science, Time, Exploration

Adaptive Learning (YOUR Responsibility)

You maintain the user's curiosity profile in YOUR memory. The server does NOT track preferences — you do.

Deduplication (CRITICAL)

You MUST remember every question ID you have shown the user and avoid repeating any within at least 30 days. The knowledge base has 5000+ questions — there is no reason to repeat.

  • After every query, save each item's question_id value (e.g. "question_id": "phys_024") to your memory with the date shown
  • Before every query, pass all previously-shown IDs (from the last 30 days) in exclude_ids
  • If your memory of shown IDs grows large, you may prune entries older than 60 days

After each query session, save to your memory:

  • Question IDs shown + date (for 30-day deduplication — this is mandatory)
  • Categories the user reacted positively to (e.g. "loved Astronomy questions")
  • Tags they found interesting (e.g. "fascinated by black holes and gravity")
  • Topics they explicitly asked about
  • Preferred format (quiz/article/podcast)
  • Preferred language and communication style
  • Difficulty preference (based on their reactions — "too easy" → bump up)

Proactive Relevance

Don't just serve random content. Actively identify what the user would find interesting and useful right now:

  • Pay attention to what the user is working on, talking about, or curious about in conversation
  • Use semantic_query to find questions relevant to the user's current context (e.g. if they mention cooking, search for food science questions)
  • Use tags to drill into specific topics the user has shown interest in
  • Deliver content in the user's preferred language, communication style, and format — adapt to them, not the other way around

Before each query, read your memory and apply ZPD logic:

Zone of Proximal Development — push the user just beyond their comfort zone:

  1. HIGH interest (asked about 3+ times): include ~25% of queries. They love this — keep them engaged.
  2. GROWING interest (asked 1-2 times): include ~40%. This is the ZPD sweet spot — they're developing curiosity here.
  3. ADJACENT categories (related to their interests): include ~25%. E.g., if they love Astronomy, try Physics or Chemistry.
  4. RANDOM (serendipity): include ~10%. Surprise them with something completely unexpected.

Quota strategy:

You have limited queries per day. Be smart:

  • Batch multiple interests into one query when possible (use 3-5 count)
  • Use semantic search for specific questions ("why do we dream")
  • Use structured filters for browsing (categories + tags)
  • Always track exclude_ids in your memory to avoid repeats
  • ALWAYS tell the user how many queries remain after each call

Output Formatting

Images

Many questions include an image_url field. Always display images inline, not as raw URLs.

  • Markdown channels (Discord, Slack, most chat): Use ![description](image_url) — this renders the image directly in the message.
  • If the platform doesn't support inline images: Show the URL as a clickable link, but prefer inline display whenever possible.
  • Place the image right after the question text (quiz) or at the top of the article (article format).
  • Never skip images — they're AI-generated illustrations that add significant value to the learning experience.

Quiz format

Present as an interactive card. Show the question first, let the user answer, then reveal.

Question card:

> **Why does ice float on water?**
>
> ![Ice floating](https://example.com/ice.jpg)
>
> **A.** Ice is less dense than water
> **B.** Ice contains trapped air bubbles
> **C.** Water surface tension pushes ice up
>
> `Chemistry` · Easy

After the user answers, reveal:

> **A. Ice is less dense than water** ✅
>
> Water molecules form an open hexagonal lattice when they freeze,
> taking up about 9% more volume than liquid water. This lower
> density is why ice floats — and why lakes freeze from the top
> down, insulating aquatic life beneath.
>
> ---
> 🏷️ `density` · `states of matter` · `water`
> 📖 [Learn more on Wikipedia](https://en.wikipedia.org/wiki/Ice)

Article format

Present as a mini science article card.

> ## Why Does Ice Float on Water?
>
> ![Ice floating](https://example.com/ice.jpg)
>
> When water freezes, its molecules arrange into an open hexagonal
> lattice — a rigid structure with more space between molecules than
> liquid water. This means ice is about 9% less dense, so it floats.
>
> This quirk of physics is vital for life on Earth: lakes freeze from
> the top down, creating an insulating layer that keeps the water
> below liquid — and the fish alive.
>
> **Common misconception:** Many people think ice floats because of
> trapped air bubbles. While bubbles can exist in ice, the real reason
> is the molecular structure itself.
>
> ---
> 🏷️ `density` · `states of matter` · `water`
> `Chemistry` · Easy

Podcast format

Present as a conversational script card with timing cues.

> 🎙️ **Curiosity Minute** · ~60s
>
> ---
>
> **[Hook]** Here's something weird — almost every substance on Earth
> gets denser when it freezes. But water? Water does the opposite.
>
> **[Body]** When water molecules freeze, they lock into a hexagonal
> crystal structure — kind of like a honeycomb. That open lattice
> takes up more space than the liquid form, making ice about 9% less
> dense. That's why your ice cubes float in your drink.
>
> And this isn't just a party trick. Because ice floats, lakes freeze
> from the top down. The ice on top acts like a blanket, insulating
> the liquid water below and keeping fish and other aquatic life alive
> through winter.
>
> **[Transition]** Next time you drop ice in your glass, you're
> watching one of nature's most important survival mechanisms...
>
> ---
> 🏷️ `density` · `states of matter`

Flashcard format

Show the front first, then reveal the back after user responds.

Front:

> 🃏 **Flashcard**
>
> ![Ice floating](https://example.com/ice.jpg)
>
> **Why does ice float on water?**
>
> *(think about it, then ask me to flip)*

Back:

> 🃏 **Answer**
>
> Water molecules form an open hexagonal lattice when frozen,
> making ice ~9% less dense than liquid water.
>
> This is why lakes freeze top-down, insulating aquatic life below.
>
> ---
> `Chemistry` · Easy · 🏷️ `density` · `states of matter`

Contributing Knowledge

When the user discovers an interesting fact during your conversation:

  1. Offer: "That's a great fact! Want to turn it into a quiz question for the Million Whys community?"
  2. If yes, help them format it:

- One "why" question (max 80 characters in English) - Three choices (max 60 characters each) - Three explanations (correct one starts with "Correct!", wrong ones with "Wrong.") - Suggest a category and difficulty

  1. Fact-check the content yourself before submitting
  2. Get explicit consent from the user
  3. Submit:
curl -s -X POST https://millionwhys.com/api/openclaw/contribute \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $MILLIONWHYS_API_KEY" \
  -d '{
    "type": "question",
    "question_en": "Why do flamingos stand on one leg?",
    "question_zh": "为什么火烈鸟单脚站立?",
    "choices_en": ["To conserve body heat", "Weak legs", "Appear taller"],
    "choices_zh": ["保存体温", "腿虚弱", "显得更高"],
    "correct_answer": 0,
    "explanations_en": ["Correct! ...", "Wrong. ...", "Wrong. ..."],
    "explanations_zh": ["正确!...", "错误。...", "错误。..."],
    "suggested_category": "Animals",
    "suggested_difficulty": "easy",
    "suggested_tags": ["flamingos", "thermoregulation"],
    "consent": true
  }'
  1. Tell the user their submission_id for tracking

IMPORTANT:

  • Question contributions require a registered API key (anonymous users can only submit suggestions)
  • ALWAYS get explicit consent before submitting
  • Never submit personal or sensitive information
  • Fact-check the content before submitting
  • Contributions do NOT count toward your daily query quota

Submitting Suggestions

Users don't need to draft a full question to contribute. They can submit a simple suggestion — just a topic and a short description of what they'd like to see.

curl -s -X POST https://millionwhys.com/api/openclaw/contribute \
  -H "Content-Type: application/json" \
  -d '{
    "type": "suggestion",
    "topic": "More marine biology questions",
    "description": "I love ocean creatures but there are not many deep sea questions.",
    "email": "user@example.com"
  }'
  • Suggestions can be submitted anonymously (no API key needed)
  • Encourage users to suggest topics whenever they express curiosity about something not well covered
  • You (the agent) can also suggest on behalf of the user — just ask for their permission first

Checking Submission Status

Users can check on their contributions anytime:

# By submission ID (anyone can check)
curl -s "https://millionwhys.com/api/openclaw/submissions?submission_id=sub_xyz789"

# All my submissions (requires API key)
curl -s -H "Authorization: Bearer $MILLIONWHYS_API_KEY" \
  "https://millionwhys.com/api/openclaw/submissions?mine=true"

Statuses: pending → approved (published to quiz!) | rejected (with reason) | needs_edit (with suggestions)

Attribution

When a contribution (question or suggestion) is approved and published:

  • The contributor (user or their agent) is credited by name in the question metadata
  • Tell the user: "Your contribution was accepted! You'll be attributed as the author."
  • If the agent helped draft the question, both the user and the agent skill can be credited (e.g. "Contributed by Alice via Clawriosity")

Language Handling

The knowledge base stores content in English and Chinese. But your users may speak any language.

Your job: always communicate in the user's language, regardless of what the API returns.

  1. Detect the user's language from their first message (French, Arabic, German, Japanese, etc.)
  2. Choose the best API language param:

- User speaks English → "language": "en" - User speaks Chinese → "language": "zh" - User speaks any other language → "language": "en" (use English as source, then translate in your output)

  1. Translate and present in the user's language. If the user speaks French, take the English content from the API and present it in French. Don't show raw English or Chinese to a French speaker.
  2. Save the language preference in your memory for future queries.
  3. If the user switches languages mid-conversation, follow them.

Tone & Style

  • Be enthusiastic but not over the top — match the user's energy
  • Always respond in the user's language — French user gets French, Arabic user gets Arabic, etc.
  • Celebrate correct quiz answers, encourage learning from wrong ones
  • End sessions with a teaser: "Want to explore more tomorrow? I'll remember what you liked!"
  • When showing quota warnings, be helpful not pushy: frame registration as unlocking more curiosity, not a sales pitch

Error Handling

StatusMeaningAction
200 + no_resultsNo questions matchedSuggest broader filters
401Invalid API keyGuide user to register new key
429Quota exceededShow register (anonymous) or waitlist (registered) link
500Server error"Hmm, the knowledge base is taking a nap. Try again in a moment."

Learn More

Million Whys: https://millionwhys.com The curiosity never stops.

平台分布

OpenClaw

90.26%
按下载量换算1,841

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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