Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Browser
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Browser
Best first install candidate based on install readiness and adoption.
Freshest repo
Automation Integration Preflight
Most recent maintenance signal among this shortlist.
| Signal | Automation Integration Preflight Assess a public HTTP(S) page before building browser automation, extraction, or an integration. Use this skill to collect bounded structural evidence, readiness signals, risk flags, acceptance tests, and remediation priorities without sending credentials or accessing private targets. | Maxun 🔥 The open-source no-code platform for web scraping, crawling, search and AI data extraction • Turn websites into structured APIs in minutes 🔥 | Composio Integration platform for AI agents with 250+ app connectors | Browser Lightpanda: the headless browser designed for AI and automation |
|---|---|---|---|---|
| Quality | 57/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 56/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 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 | 0 stars Verified outcomes are shown on each skill page | 16K stars Verified outcomes are shown on each skill page | 29K stars |
| 31K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 29, 2026 | Jul 2, 2026 | Jul 10, 2026 | Jun 19, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code, OpenAI Agents, Cursor, Browser agents | TypeScript, Browser Automation, Claude Code, Browser agents | Claude, GPT-4, LangChain, CrewAI, AutoGPT | Zig, Browser Automation, Claude Code, Browser agents |
| Warnings | Low GitHub adoption signal · The skill does not explicitly instruct the agent to treat API response content and analyzed page content as untrusted data, leaving some risk of indirect prompt injection if the remote service or a scanned page returns malicious instructions. · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Browser automation workflows · Claude Code teams · builders willing to evaluate younger projects | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository 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 | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add tinyopsstudio/skills --skill Automation Integration Preflight | $ npx skills add getmaxun/maxun | $ npx skills add ComposioHQ/composio | $ npx skills add lightpanda-io/browser |