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strictlybetter

A universal research loop for agentic coders. Every merge is strictly better: improved on a goal beyond measured noise, worse on nothing, confirmed on a holdout the experimenter never saw.

1 · nagisanzenin/strictlybetter1 pluginMITupdated 2 months ago

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strictlybetter

claudecodex

Universal noise-aware research loop: orient, discover metrics, measure sigma, pre-register experiments, blind-judge, confirm on holdout, keep only strictly-better changes.

8 skills · 7 agents · hooks

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