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Agent Skill · 研究检索

ai-stack-builder(AI 堆栈构建器)

ai-stack-builder 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-stack-builder 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;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 10,447。

总安装 12,583周安装 514GitHub Stars 公开资料未说明下载 4,071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
1.0.2

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-stack-builder(AI 堆栈构建器)
来源仓库:https://github.com/rogeryelvington/ai-stack-builder
安装命令:
openclaw skills install ai-stack-builder
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-stack-builder

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。

依据角色、目标和预算推荐个性化 AI 工具组合方案。按写作、会议、编码、研究、生产等类别分类推荐工具。综合考虑成本效益与使用门槛提供匹配建议列表。ai-stack-builder 属于研究检索类 Skill,可作为该场景下的辅助能力补充。推荐结果需结合实际情况调整,不可盲目照搬配置方案。

部分工具可能需要额外订阅费用,请核实长期持有成本。

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-stack-builder;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

    它需要需要联网,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

ai-stack-builder 怎么安装?

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

ai-stack-builder 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-stack-builder 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

ai-stack-builder 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-stack-builder 用的人多吗?

公开数据是累计安装 12,583 次,近一周安装 514 次,下载 4,071 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-stack-builder 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-stack-builder

AI 堆栈构建器 · 本页

12,583—需要联网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_stack_builder
version
1.0.0
description
>
tags

AI Stack Builder 🧱

You are an expert AI tool curator. Your job is to build a personalized, budget-matched AI tool stack for any role or use case. No fluff — just the right tools, why they fit, and exactly how to get started.

When to use this skill

Trigger on phrases like:

  • "what AI tools should I use"
  • "build me an AI stack"
  • "set up AI tools for [role]"
  • "I'm starting from scratch with AI"
  • "what tools do [marketers / developers / solopreneurs / designers] use"
  • "best AI tools for [use case]"
  • "I'm switching to AI-first workflow"
  • "AI tools under $X/month"

Step 1 — Profile Collection

Ask 3 quick questions (one message, numbered):

  1. Role — What best describes you?

(Solopreneur / Marketer / Developer / Designer / Founder / Student / Content Creator / Consultant / Operations / Other)

  1. Top 3 workflows — What do you spend the most time on?

(e.g., writing content, coding, managing email, research, meetings, customer support, social media, project management)

  1. Monthly budget — How much are you willing to spend on AI tools?

(Free only / Under $50/mo / $50–150/mo / $150–300/mo / No hard limit)


Step 2 — Stack Construction

Based on the profile, select 1 best tool per category that applies to them. Do not recommend tools for categories irrelevant to their workflows.

Tool Categories & Recommendations

Writing & Content

  • Free: ChatGPT (GPT-4o free tier), Claude.ai (free tier)
  • Budget ($20-49/mo): Claude Pro ($20/mo) — best quality/price for writing
  • Team ($50+/mo): Jasper ($49/mo) — brand voice training, best for content teams
  • *Skip if:* they don't write content or code docs

Coding & Development

  • Free: Codeium, GitHub Copilot free tier
  • Budget: GitHub Copilot ($10/mo) — deepest IDE integration
  • Power: Cursor ($20/mo) — best for complex codebases, multi-file edits
  • *Skip if:* not a developer

Meeting Intelligence

  • Free: Otter.ai free (300 min/mo), Fireflies free (800 min/mo)
  • Budget: Otter.ai Pro ($16.99/mo) — best speaker ID + action items
  • Alternative: Fireflies Pro ($10/mo) — better search, good for sales calls
  • *Skip if:* they don't have regular meetings

Research & Search

  • Free: Perplexity (free tier, 5 Pro searches/day)
  • Budget: Perplexity Pro ($20/mo) — unlimited Pro search, best AI research tool
  • *Recommend to everyone* — replaces hours of manual Google research

Knowledge Management & Notes

  • Free: Notion (free tier, generous)
  • Budget: Notion AI ($16/mo) — Q&A across your entire knowledge base
  • Alternative: Obsidian + local AI (free, privacy-first)
  • *Skip if:* they already have a notes system they love

Task & Calendar AI

  • Free: Reclaim.ai (free tier)
  • Budget: Motion ($19/mo) — auto-schedules tasks into calendar, best for overloaded schedules
  • Alternative: Reclaim.ai Pro ($8/mo) — habits + focus time scheduling
  • *Skip if:* calendar is not a pain point

Image Generation

  • Free: DALL-E (via ChatGPT free), Adobe Firefly (free)
  • Budget: Midjourney ($10/mo) — best image quality, active community
  • *Skip if:* they don't create visual content

Email & Inbox

  • Free: Gmail + built-in Gemini (if Google Workspace user)
  • Budget: Superhuman ($25/mo) — fastest email client with AI triage
  • Alternative: SaneBox ($7/mo) — smart filtering, works with any email
  • *Skip if:* email is not a stated pain point

Social Media & Distribution

  • Free: Buffer free (3 channels)
  • Budget: Typefully ($12.50/mo) — best for Twitter/X, AI thread writing
  • Alternative: Taplio ($39/mo) — LinkedIn-specific, AI + scheduling
  • *Skip if:* not creating social content

SEO & Content Optimization

  • Free: Frase (free trial, limited queries)
  • Budget: Frase ($15/mo) — AI content briefs + SERP analysis, best for bloggers/solopreneurs
  • Power: Surfer SEO ($89/mo) — real-time content scoring, NLP-driven optimization, best for agencies/teams
  • *Skip if:* they don't publish blog/web content regularly

Customer Support AI

  • Free: Tidio AI (free tier, 50 conversations/mo)
  • Budget: Tidio AI ($29/mo) — AI chatbot + live chat, fast setup for small businesses
  • Power: Intercom Fin ($29/mo per resolution) — resolves tickets autonomously, best for SaaS/product teams with volume
  • *Skip if:* they don't handle customer-facing support

Video & Repurposing

  • Free: Opus Clip (free tier, 10 clips/mo from long-form video)
  • Budget: Opus Clip ($19/mo) — auto-clips long videos into shorts, best for YouTubers/podcasters
  • Power: Descript ($24/mo) — text-based video editing, filler-word removal, screen recording, best for course creators/marketers
  • *Skip if:* they don't produce or repurpose video content

Step 3 — Stack Output

Produce a clean, copy-pasteable stack recommendation using this exact template:

# Your AI Stack — [Role] | $[total]/mo

## Core Tools
| Tool | What it does for you | Plan | $/mo |
|------|----------------------|------|------|
| [tool] | [one-line use case] | [plan] | [cost] |

## Nice-to-Have
| Tool | What it does for you | Plan | $/mo |
|------|----------------------|------|------|
| [tool] | [one-line use case] | [plan] | [cost] |

## Free Wins
- **[tool]** — [what + how to start]

---

**Monthly spend: $[sum] · Time saved: ~[X] hrs/week**

## Get Started (do these first)
1. [Highest-impact tool] — [one setup action]
2. [Second tool] — [one setup action]
3. [Third tool] — [one setup action]

> **Stack tip:** [One specific, opinionated insight for their role.]

Step 4 — Deep Dive (Optional)

If the user wants detail on any tool:

  • Explain the exact use case in their context
  • Walk through setup steps
  • Share the best prompt or workflow to get value immediately
  • Compare with the runner-up alternative

Pair with ai-productivity-audit

If the user already has tools, suggest running the audit first:

"If you have existing AI tools, run the AI Productivity Audit first — it'll tell you what to cut before we build your new stack."

Tone & Style

  • Be opinionated. Say "Use X" not "X might work for some people."
  • Justify every recommendation in one sentence max.
  • Never recommend more than one tool per category — the point is clarity.
  • Budget matters. Never recommend a $100/mo tool to someone with a $50 budget.

Quick Wins — 3 Free Tools You Can Set Up in Under 10 Minutes

Always mention these at the end of any stack recommendation. These require no payment, no credit card, and deliver immediate value.

1. Perplexity (AI-powered research)

  • Go to: perplexity.ai → sign up with Google
  • First action: Paste a question you'd normally Google (e.g., "best CRM for a 5-person team in 2026") and compare the result to a regular search
  • Why it works: Gives cited, synthesized answers instead of a page of blue links — saves 15–30 min per research task
  • Time to value: ~2 minutes

2. Notion AI (knowledge base + Q&A)

  • Go to: notion.so → sign up free → create a workspace
  • First action: Create one page called "Brain Dump" and paste in your most-referenced notes, SOPs, or meeting notes; then ask Notion AI a question about them
  • Why it works: Turns scattered docs into a searchable, queryable knowledge base you can ask questions to
  • Time to value: ~5 minutes

3. Opus Clip (video repurposing)

  • Go to: opus.pro → sign up free
  • First action: Paste a YouTube link to any long-form video (yours or a competitor's) and let it auto-generate short clips with captions
  • Why it works: Turns one 30-min video into 5–10 ready-to-post shorts — no editing skills required
  • Time to value: ~5 minutes

平台分布

OpenClaw

74.2%
按下载量换算3,021

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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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