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Agent Workflow Hub

Paths for Newbies, Builders, and Pro Teams

AI Screener is not only a list of skills. It is a learning and execution hub where newcomers understand skills quickly, builders publish confidently, and teams compare trusted options for production workflows.

Newbie Track

Learn what a skill is, install safely, and build your first workflow in under 30 minutes.

  • • Guided learning path from zero to first installation
  • • Copy-paste setup snippets by ecosystem
  • • Safety checklist before enabling third-party skills

Builder Track

Publish skills with trust scoring, verification visibility, and side-by-side competition insights.

  • • Submission wizard with security-first defaults
  • • Trust score breakdown and category benchmarking
  • • Similarity ranking against competing skills

Professional Track

Aggregate, compare, and operationalize skill stacks for teams and production workflows.

  • • Compare multiple skills by trust and risk
  • • Track compatible ecosystems and workflow fit
  • • Use analysis output for internal governance