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michael-laffin

Competitor Spy

作者 Michael-laffin · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
272
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1
当前安装
1
版本数
在 OpenClaw 中安装
/install competitor-spy
功能描述
Analyze a website or business to extract tech stack, pricing, features, SEO data, social proof, and generate a competitive intelligence report.
使用说明 (SKILL.md)

Competitor Spy

Analyze any website or business and extract competitive intelligence in seconds.

When to Use

Trigger when the user says:

  • "spy on [website/domain]"
  • "analyze competitor [name]"
  • "competitor research [url]"
  • "what are [competitor]'s tech stack"
  • "reverse engineer [website]"

How It Works

  1. User provides a domain, URL, or business name
  2. Agent scrapes the target website
  3. Extracts: tech stack, pricing, features, SEO keywords, content strategy, social proof
  4. Generates a competitive intelligence report

Commands

Primary: Full Spy Report

User says: "spy on example.com"

Agent workflow:

  1. Use web_fetch to grab the homepage
  2. Use web_fetch on /pricing, /about, /features, /blog
  3. Extract and analyze:
    • Tech Stack: Check for common frameworks (Next.js, React, WordPress, etc.), hosting (Vercel, Netlify, AWS), analytics (GA4, PostHog), fonts, CDNs
    • Pricing: Extract all pricing tiers, features per tier, free trial info
    • Features: Main product features, unique selling points
    • SEO: Meta tags, headings, schema markup, sitemap
    • Content Strategy: Blog topics, content frequency, tone
    • Social Proof: Testimonials, logos, case studies, review counts
    • Monetization: Revenue model (SaaS, freemium, ads, marketplace)
    • Weaknesses: Missing features, poor UX, slow pages, thin content
  4. Output a structured markdown report

Secondary: Quick Tech Stack Check

User says: "tech stack of example.com"

Agent workflow:

  1. Use web_fetch on the homepage
  2. Look for framework signatures, CDN headers, meta generators
  3. Output a compact tech stack summary

Tertiary: Pricing Comparison

User says: "compare pricing for example.com and competitor.com"

Agent workflow:

  1. Fetch /pricing from both sites
  2. Extract all tiers and features
  3. Create side-by-side comparison table
  4. Highlight gaps and opportunities

Report Format

# 🔍 Competitor Spy Report: [domain]

## 🏢 Business Overview
- **Name:** [extracted]
- **Tagline:** [extracted]
- **Industry:** [inferred]

## 🛠️ Tech Stack
| Layer | Technology |
|-------|-----------|
| Framework | [detected] |
| Hosting | [detected] |
| Analytics | [detected] |
| CDN | [detected] |
| Fonts | [detected] |

## 💰 Pricing
| Tier | Price | Key Features |
|------|-------|-------------|
| ... | ... | ... |

## ✅ Strengths
- ...

## ❌ Weaknesses & Opportunities
- ...

## 📈 SEO Score
| Metric | Value |
|--------|-------|
| Title tag | ... |
| Meta description | ... |
| H1 tag | ... |
| Schema markup | ... |
| Sitemap | ... |
| Robots.txt | ... |

## 💡 Recommendations
- ...

Tips

  • If the site blocks scraping, try the Google cache version
  • Check LinkedIn/Twitter for additional business info
  • Use web_search to find reviews and mentions
  • Cross-reference with SimilarWeb/Alexa if needed
  • Always cite sources for claims

Limitations

  • Cannot access paywalled content
  • JavaScript-heavy SPAs may need browser automation
  • Pricing pages behind login walls are inaccessible
  • Results depend on site structure and accessibility
安全使用建议
This skill appears internally consistent for public competitive research: it only instructs fetching public pages and synthesizing findings and doesn't ask for credentials or install anything. Things to consider before installing: (1) the SKILL.md suggests using Google cache to access pages that block scraping — that may violate some sites' terms of service or legal restrictions, so avoid using it against targets you don't have permission to analyze; (2) the source and owner are unknown and there's no homepage—if you need provenance, ask the publisher for more info; (3) if you plan to analyze sites behind logins or use paid third-party APIs (SimilarWeb, Alexa), those will require credentials that the skill does not request now — be cautious about supplying any secrets later; (4) consider keeping this skill user-invocable only (do not grant broad autonomous scopes) to prevent large-scale automated scraping. If the package later includes code, install steps, or requests credentials, re-evaluate as those would materially change the risk profile.
功能分析
Type: OpenClaw Skill Name: competitor-spy Version: 1.0.0 The 'Competitor Spy' skill bundle is designed for legitimate competitive intelligence gathering, such as analyzing tech stacks, pricing, and SEO data from public websites. It uses standard agent capabilities like `web_fetch` and `web_search` to perform its tasks and contains no evidence of malicious intent, data exfiltration, or unauthorized command execution in its instructions (SKILL.md) or metadata.
能力评估
✓ Purpose & Capability
Name and description match the instructions: fetching public pages, extracting tech, pricing, SEO, and producing reports. No unrelated binaries, env vars, or installs are requested.
ℹ Instruction Scope
Runtime instructions are focused on public web scraping and analysis (web_fetch, web_search, Google cache, LinkedIn/Twitter, SimilarWeb). One noteworthy guidance suggests trying Google cache if scraping is blocked — this is a minor red flag because it explicitly recommends a means to bypass site blocks; otherwise instructions do not ask the agent to read local files, secrets, or unrelated system state.
✓ Install Mechanism
Instruction-only skill with no install spec or packaged code. This minimizes on-disk risk — nothing is downloaded or installed by the skill itself.
✓ Credentials
No environment variables, credentials, or config paths are requested, which is proportionate for a tool that analyzes public web pages. The skill does suggest consulting third-party services (SimilarWeb/Alexa) but does not request API keys.
✓ Persistence & Privilege
always is false and the skill does not request system-wide changes or persistent presence. Default autonomous invocation is allowed (platform default) but not escalated.
如何使用
  1. 确保已安装 OpenClaw（本地或 Docker 部署）
  2. 在对话框中输入安装命令：/install competitor-spy
  3. 安装完成后，直接呼叫该 Skill 的名称或使用 /competitor-spy 触发
  4. 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release
元数据
Slug competitor-spy
版本 1.0.0
许可证 MIT-0
累计安装 1
当前安装数 1
历史版本数 1
常见问题

Competitor Spy 是什么？

Analyze a website or business to extract tech stack, pricing, features, SEO data, social proof, and generate a competitive intelligence report. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 272 次。

如何安装 Competitor Spy？

在 OpenClaw 或 Claude Code 对话框中运行命令「/install competitor-spy」即可一键安装，无需额外配置。

Competitor Spy 是免费的吗？

是的，Competitor Spy 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。

Competitor Spy 支持哪些平台？

Competitor Spy 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。

谁开发了 Competitor Spy？

由 Michael-laffin（@michael-laffin）开发并维护，当前版本 v1.0.0。

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