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Agent Skill · 研究检索

ai-starter(艾启动器)

ai-starter 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。

ai-starter 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为权限未标注;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 34,152。

总安装 2,258周安装 96GitHub Stars 公开资料未说明下载 791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:ai-starter(艾启动器)
来源仓库:https://github.com/pengqian1009/ai-starter
安装命令:
openclaw skills install ai-starter
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 ai-starter

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。

人工智能驱动的创意生成和头脑风暴助手。非常适合“假设”场景、探索概念和产生创意。

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 ai-starter;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

    权限没有明确标注,第一次使用时只给一个无关紧要的任务,观察它到底读了哪些文件和网络。

常见问题

6 条

ai-starter 怎么安装?

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

ai-starter 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。

ai-starter 需要什么权限?

权限级别没有明确标注。第一次使用时建议只给无关紧要的任务,观察它实际读写了哪些内容。

ai-starter 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。

ai-starter 用的人多吗?

公开数据是累计安装 2,258 次,近一周安装 96 次,下载 791 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。

ai-starter 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

  • 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

  • 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
ai-starter

艾启动器 · 本页

2,258—权限未标注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
ai-starter
description
>
version
0.1.0

AI Starter

Your brainstorming companion. When you need to generate ideas, explore concepts, or think creatively.

When to Use

TriggerAction
"Help me think about..."Brainstorm ideas
"What if..."Explore possibilities
"Give me ideas for..."Generate options
"What else is true..."Expand thinking
"Challenge this idea"Reframe perspective
"Go deeper on..."Dive into details
"List reasons to..."Build arguments

Core Capabilities

1. Idea Generation

You want to: [goal/goal/goal]

Starter questions:
- What is the core need?
- What problems exist?
- What's possible?
- What would be great?
- What are the options?
- What could work?
- What matters?
- What changes?
- What's new?
- What's next?

Then brainstorm 10+ ideas:
1. [idea 1]
2. [idea 2]
3. [idea 3]
4. [idea 4]
5. [idea 5]
6. [idea 6]
7. [idea 7]
8. [idea 8]
9. [idea 9]
10. [idea 10]

2. Perspective Shifting

Reframe the question:
Old: "How do we make this better?"
New: "What could be broken about this?"

Old: "We need more users"
New: "We need more trust"

Old: "This is expensive"
New: "This is premium"

Old: "The tool is slow"
New: "The process is complex"

3. Multi-Layer Thinking

Layer 1: What is it?
  - Surface level
  - Basic definition
  
Layer 2: How does it work?
  - Mechanism
  - Process
  - System
  
Layer 3: Why does it matter?
  - Context
  - Relevance
  - Impact
  
Layer 4: What follows from this?
  - Consequences
  - Implications
  - Next steps
  
Layer 5: What could be different?
  - Alternatives
  - Improvements
  - Innovations
  
Layer 6: What if it were true?
  - Hypothetical
  - Possibility
  - Future

4. Challenge & Expand

Expand on: "Remote work"

Benefits:
- No commute
- Flexibility
- Better balance
- Global talent
- Lower cost
- Custom setup
- Location free
- Time saving
- Focus time
- Family time

Questions:
- What's missing?
- What could fail?
- What needs work?
- What could improve?
- What could change?

Refinements:
- Add async tools
- Add community
- Add support
- Add culture
- Add connection

Techniques

The "What If" Method

Start with: "What if..."

Then explore:
- What if we do it differently?
- What if we try this?
- What if it fails?
- What if it works?
- What if it scales?
- What if it changes?

The 5 Whys

Problem: "Low productivity"

Why 1: Team isn't focused
Why 2: Too many distractions
Why 3: Too many meetings
Why 4: No clear priorities
Why 5: No strategy

Answer: Create strategy
Solution: [action item]

Reverse Thinking

Instead of "How to do X?"
Ask "How could we NOT do X?"

Then flip:
- "Not doing X means Y"
- "Blocking X blocks Z"
- "Without X, we lose W"

Then solve:
- How to do Y instead
- How to get Z without X
- How to gain W without X

Examples

Example: Remote Work Ideas

What if we make remote work the default?

Benefits:
- Everyone works anywhere
- No commute needed
- Better balance
- Global hiring
- More flexibility
- Less waste
- Better environment

Risks:
- Social isolation
- Loss of culture
- Less collaboration
- Less connection
- Less energy

Solutions:
- Virtual teams
- Async work
- Better tools
- Online meetings
- Community building
- Digital culture
- Written comms
- Documented knowledge

Example: AI Education

What if AI changes education forever?

Possibility 1: Personalized learning
  - AI adapts to each student
  - Custom pace
  - Tailored content
  - Individual focus
  
Possibility 2: Teacher augmentation
  - AI as assistant
  - Better planning
  - More time with students
  - Focus on teaching
  
Possibility 3: Self-directed learning
  - Students learn at own pace
  - AI as tutor
  - On-demand help
  - As needed
  
Possibility 4: Knowledge explosion
  - Everyone has access
  - No barriers
  - Democratization
  - Universal education

Challenges:
- Teacher role change
- Privacy concerns
- Digital divide
- Content quality
- Human element
- Social skills
- Mental health

Example: Future Work

What does the future of work look like?

Vision 1: Decentralized
- No offices
- No managers
- No hierarchy
- Peer led
- Community driven
- Collaborative

Vision 2: AI-powered
- Personal assistants
- Auto tools
- Smart support
- Easy tasks
- Quick results

Vision 3: Hybrid model
- Mix it all
- Choose what fits
- Best of both
- Flexible
- Adaptive

Vision 4: Universal access
- Remote first
- Global work
- Borderless
- Unlimited
- Everyone wins

Quick Prompts

Idea Generation

"Give me 10 ideas about..."
"Here are 10 ways to..."
"Here's how we could..."
"One approach is..."
"Another way..."

Reframing

"Instead of X, what about Y?"
"How else could we say this?"
"What if we flipped it?"
"Let's think differently"
"New perspective:"

Deepening

"Why is this important?"
"How does this work?"
"What happens next?"
"What if it fails?"
"What could be better?"

Challenging

"What could go wrong?"
"What if we assume the opposite?"
"What's missing here?"
"What if it doesn't work?"
"How could this fail?"

Techniques in Action

Brainstorming

Task: "What's a good tool for remote teams?"

Idea storm (10 ideas):
1. Video conferencing
2. Chat comms
3. Project tracking
4. File sharing
5. Virtual whiteboard
6. Time zone finder
7. Async messaging
8. Screen sharing
9. Task automation
10. Knowledge base

Pick 3:
- Chat comms
- Video calls
- Project tracking

Expand:
- Add more tools
- How they connect
- What they solve
- What's missing

Reframing

"How do we get people to use the tool?"

Reframe:
- How do we make it obvious?
- How do we make it easy?
- How do we make it necessary?
- How do we make it valuable?
- How do we make it sticky?"

Then explore:
- Why would they want it?
- What problem does it solve?
- How does it help them?
- What's the benefit?
- What's the value?

Deepening

"AI in education"

Layer 1: What is it?
- AI tutors
- Personalized help
- Smart guidance

Layer 2: How does it work?
- Data-driven
- Adaptive
- Learns patterns
- Gives feedback

Layer 3: Why does it matter?
- Better learning
- Faster progress
- Personalized
- More support

Layer 4: What follows?
- Changed teaching
- New methods
- Different tools
- Better results

Layer 5: What could change?
- Teacher role
- Classrooms
- Curriculum
- Learning styles
- Outcomes

Layer 6: What if?
- What if it's perfect?
- What if it's wrong?
- What if it fails?
- What if it changes everything?

Challenging

"Remote work is great"

What if it's not?
What could go wrong?
What are the risks?

Challenges:
- Isolation
- Burnout
- Loss of culture
- Less connection
- Less innovation
- Fragmentation
- Bureaucracy
- Distance

Solutions:
- Add support
- Better tools
- More connection
- Stronger culture
- More community
- Better comms
- More help

Tools & Workflows

For Brainstorming

  • Mind mapping - Visual branches
  • List making - Simple ideas
  • Word clouds - Key themes
  • Tag cloud - Important words
  • Cluster groups - Related ideas
  • Matrix - Compare options

For Planning

  • 3x3 matrix - 3 levels, 3 items
  • Timeline - temporal sequence
  • Impact map - effects and results
  • Risk matrix - probability x impact
  • Value grid - value x effort
  • Decision matrix - evaluate choices

For Prioritization

P0 - Must have
  (Critical)
  - Core requirement
  - No-go without
  - Blocker

P1 - Should have
  (Important)
  - Key feature
  - Must include
  - Essential

P2 - Could have
  (Nice to have)
  - Good to have
  - Enhancement
  - Better

P3 - Want to have
  (Fancy stuff)
  - Cool add-on
  - Extra
  - Delighter

Common Patterns

Divergent Thinking (Expand)

"Here are 100 ways to do it..."

List many ideas:
1. Approach 1
2. Approach 2
3. Approach 3
4. ...
50. ...
...
100. ...

Pick best 10:
- 1, 5, 12, 17, 23, 34, 45, 67, 89, 99

Convergent Thinking (Focus)

Now choose the best ones:
- 1 and 5 - Same, pick 5
- 12 and 17 - Related, pick 17
- 23, 34, 45 - Same cluster, pick 23
- 67, 89, 99 - Similar, pick 99

Final set:
- Best approach
- Better way
- Solid option
- Good plan
- Clear path
- Simple solution
- Smart choice
- Fast route
- Easy way
- Smart path

Multi-Perspective

View 1: Optimist
- Everything works
- All possibilities
- Best case

View 2: Realist
- Most likely
- Balanced view
- Middle ground

View 3: Pessimist
- What could fail
- Risks and issues
- Worst case

Templates

Brainstorm Template

# Ideas: [topic]

## Context
[why we're brainstorming, what's the goal]

## 10 Core Ideas
1. [idea 1]
2. [idea 2]
3. [idea 3]
4. [idea 4]
5. [idea 5]
6. [idea 6]
7. [idea 7]
8. [idea 8]
9. [idea 9]
10. [idea 10]

## Top 3
**Best:** [idea #]
**Second:** [idea #]
**Third:** [idea #]

## Why these?
[explain why these 3 make it]

## Next steps
1. [action 1]
2. [action 2]
3. [action 3]

Framework Template

# Framework: [name]

## Core Principle
[central idea, guiding principle]

## Layer 1: Foundation
[what it is, basic definition]
- Description
- Examples
- Basics

## Layer 2: Mechanism
[how it works, processes]
- How it functions
- How it operates
- How it works

## Layer 3: Context
[why it matters, relevance]
- Importance
- Relevance
- Significance

## Layer 4: Implications
[what follows, consequences]
- Consequences
- Implications
- Next steps

## Layer 5: Alternatives
[what else, options]
- Other ways
- Alternatives
- Options

## Layer 6: Future
[what could be, possibilities]
- Possibilities
- Future
- What if

## Applications
[how to use it, practical uses]
- Use case 1
- Use case 2
- Use case 3

## Benefits
[advantages, value]
- Advantage 1
- Advantage 2
- Advantage 3

## Risks
[disadvantages, concerns]
- Risk 1
- Risk 2
- Risk 3

Quick Guide

# How to use this tool

## When
- When you want ideas
- When you need to think
- When you want options
- When you want to explore
- When you want to expand
- When you want to deepen

## How
1. State your question
2. Brainstorm 10+ ideas
3. Pick the best
4. Refine the top
5. Plan your next

## What makes it work
- It's simple
- It's flexible
- It's adaptable
- It's open
- It's inclusive
- It's creative
- It's diverse
- It's explorative
- It's expansive
- It's generative

Quick Start Prompts

Generating

  • "Give me 10 ideas about..."
  • "What are 20 ways to..."
  • "Here's how we could..."
  • "One approach is..."
  • "Another way..."
  • "What if we try..."
  • "What else could..."
  • "What matters about..."
  • "What changes with..."
  • "What's next..."

Reframing

  • "How else could we..."
  • "What if we said..."
  • "Let's think differently"
  • "New perspective:"
  • "换个角度"
  • "换个思路"
  • "换个方式"
  • "换个角度"
  • "换个思路"
  • "换个方法"

Deepening

  • "Why does this matter?"
  • "How does it work?"
  • "What happens next?"
  • "What if it fails?"
  • "What could improve?"
  • "What's missing?"
  • "What else could..."
  • "What could happen..."
  • "What if we..."
  • "What's the next step?"

Challenging

  • "What could go wrong?"
  • "What if we assume..."
  • "What's not considered?"
  • "What if it doesn't..."
  • "How could this fail?"
  • "What's the risk?"
  • "What if it fails?"
  • "What could break?"
  • "What could change?"
  • "What if this..."

Examples

Idea Generation

Problem: "People don't read documentation"

10 ways to fix:
1. Make docs shorter
2. Make it easier
3. Add examples
4. Add visuals
5. Make it interactive
6. Add quick start
7. Make it searchable
8. Write better
9. Automate finding
10. Show, don't tell

Top 3:
1. Show, don't tell
   - Examples first
   - Code snippets
   - Visuals
   
2. Quick wins
   - Start simple
   - Show value
   - Make it work
   
3. Make it fun
   - Gamify learning
   - Make it fun
   - Add interactivity

Reframing

Old: "How do we sell more?"
New: "How do we solve more problems?"

Old: "We need more users"
New: "We need more trust"

Old: "The app is too big"
New: "The app is feature-rich"

Deepening

Level 1: What is remote work?
  - Working from home
  - Flexible location
  - Remote teams

Level 2: How does it work?
  - Async communication
  - Video calls
  - Project tools
  - Digital docs
  - Time zone coordination

Level 3: Why does it matter?
  - Global hiring
  - Work-life balance
  - No commute
  - Location freedom
  - Flexibility

Level 4: What follows?
  - Changed cities
  - Different hubs
  - New patterns
  - Remote economy
  - Distributed orgs

Level 5: What could be different?
  - Future model
  - Permanent shift
  - New normal
  - Evolved work
  - Next generation

Level 6: What if it transforms everything?
  - World impact
  - Social change
  - Economic shift
  - Cultural evolution
  - Fundamental change

Challenging

Assumption: "Remote work is perfect"
Test: What could fail?

Problems:
- No face time
- Less connection
- No community
- Less energy
- More isolation
- Bureaucratic
- Hard decisions
- Lost vision

What if it's not perfect?
- We need more than just remote
- We need remote + connection
- We need culture + tech
- We need both

Solution:
- Remote work + strong comms
- Async + sync
- Better culture
- Strong tools
- Connection focus

Final Notes

This skill helps you:

  • Think bigger - expand possibilities
  • Think deeper - go deeper into meaning
  • Think different - try new angles
  • Think better - challenge assumptions
  • Think faster - speed through ideas

Remember:

  • Start broad - explore everything
  • Then focus - pick the best
  • Iterate - refine your ideas
  • Collaborate - gather feedback
  • Keep going - keep improving

Made for you, goodjin. 🤖

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