nardovibecoding

Evaluate a shared AI skill or skill repository before installing or copying patterns.

Adaptive summarization — output length scales with input length for comfortable reading. Triggers: "summarize", "summarize this", "tldr", "too long", "sum up", "key points", "give me summary", "eli5", "explain like I'm 5", "explain simply". NOT FOR: translation (just ask), content creation (use content-humanizer). Produces: summary at optimal compression ratio based on input length.

6-model R&D Council debate — multi-round argument, cross-examination, consensus memo. Triggers: "/debate", "council", "R&D meeting", "model debate", "6 models discuss". NOT FOR: simple questions (just ask), code review (use review), brainstorming. Produces: executive memo with consensus position from 6 AI models.

Adversarial red team — find security holes, logic bugs, wasted resources. Triggers: "critic", "red team", "attack this", "what's wrong", "find flaws", "challenge this". NOT FOR: code review before merge (use review), debugging (use systematic-debugging). Produces: prioritized list of flaws with severity and remediation steps.

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