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feat: add /ai-hybrid skill — AI-human collaboration architect#158

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HMAKT99:arun/ai-hybrid-skill
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feat: add /ai-hybrid skill — AI-human collaboration architect#158
HMAKT99 wants to merge 1 commit intogarrytan:mainfrom
HMAKT99:arun/ai-hybrid-skill

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@HMAKT99 HMAKT99 commented Mar 18, 2026 •
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47% of your commits are AI-assisted. Is that making you faster or sloppier?

Every team uses Claude Code, Copilot, Cursor — but nobody measures the impact. Are AI-assisted commits higher quality or lower? Which tasks benefit from AI and which don't? What's the actual ROI?

What /ai-hybrid does

You:   /ai-hybrid --metrics

Claude: AI PRODUCTIVITY DASHBOARD
        Metric                      Before AI    After AI    Change
        Commits/developer/week      12           22          +83%
        Bug fix follow-ups          3/week       5/week      +67% ←
        Test coverage trend         78%          72%         -6%  ←

        TASK CLASSIFICATION:
        FULLY AUTOMATE:     Boilerplate, test writing, docs
        HUMAN-IN-THE-LOOP:  Feature implementation, refactoring
        HUMAN-LED:          Architecture decisions, security
        KEEP HUMAN:         Compliance, incident response

        AI CODE QUALITY AUDIT:
        Common smell: AI over-engineers — adds unnecessary abstractions
        Common smell: AI misses edge cases — happy path only

Analyzes AI usage from git history (Co-Authored-By patterns). Classifies tasks by optimal human-AI split. Audits AI-generated code quality. Designs optimized workflows with time-savings estimates.

Only .tmpl committed — bun run gen:skill-docs generates the rest.

Test plan

  • .tmpl follows template pipeline
  • Registered in gen-skill-docs.ts, skill-check.ts, test files

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