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unified-loop-theory

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Agent-Pattern-Labs / unified-loop-theory

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Unified Loop Theory: one recursive Codex skill for turning vague goals into objectives, probes, traces, judges, repairs, memory, and gates.

control-loop codex ai-agents qa-automation synthetic-testing ai-workflows evals agentic-workflows llm-evals agent-skills release-gates codex-skill recursive-improvement agentic-qa trace-capture production-replay objective-trace-loop unified-loop-theory master-loop loop-theory
  • Updated Jun 17, 2026

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