Draft → critique → improve
Reflection Agent Pattern
Quality gates before shipping — pick a scenario to see pass, revise, or escalate.
Run scenario
Metrics are simulated from the deterministic stub — not live LLM usage. Teach the pattern here; run open-ended work in VAP / OmniForge.
Steps
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Revisions
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Stop reason
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Latency (sim)
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Run the system
This repo teaches one pattern. Compose it into a governed multi-agent OS or multimodal platform.