Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Changedetection.Io is the strongest overall pick here because it has a 100/100 readiness score and fits Sports analytics.
Strongest overall
Changedetection.Io
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Changedetection.Io
Best first install candidate based on install readiness and adoption.
Freshest repo
Autoscraper
Most recent maintenance signal among this shortlist.
| Signal | Antibot Detector Real-time detection of anti-bot systems, CAPTCHAs & fingerprinting techniques. Identifies Cloudflare, Akamai, DataDome, reCAPTCHA, hCaptcha, Shape Security & more with confidence scoring and advanced capture tools. | Autoscraper A Smart, Automatic, Fast and Lightweight Web Scraper for Python | Colly Elegant Scraper and Crawler Framework for Golang | Changedetection.Io Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect for tracking content changes, price drops, restock alerts, and website defacement monitoring—all for free or enjoy our SaaS plan! |
|---|---|---|---|---|
| Quality | 71/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 70/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 286 stars Verified outcomes are shown on each skill page | 7.9K stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page | 32K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 18, 2026 | Jul 29, 2026 | Jun 18, 2026 | Jun 3, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | JavaScript, Web Automation, Claude Code, Browser agents | Python, Web Automation, Claude Code | Go, Crawler, Claude Code | Python, Web Automation, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Web scraping workflows · Claude Code teams · builders willing to evaluate younger projects | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Sports analytics workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 9 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add scrapfly/Antibot-Detector | $ npx skills add alirezamika/autoscraper | $ npx skills add gocolly/colly | $ npx skills add dgtlmoon/changedetection.io |