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Instructor Structured Outputs

Orchestra-Research/AI-Research-SKILLs

Instructor lets you shape LLM responses into validated Pydantic models, automatically retrying failed extractions, parsing complex JSON with type safety, and streaming partial outputs across Anthropic, OpenAI, and other providers.

Monitor Experiment Results

monitor-experiment

wanshuiyin/Auto-claude-code-research-in-sleep

Track running experiments by inspecting remote screen sessions, gathering logs, parsing JSON outputs, and optionally pulling WandB metrics before summarizing baselines, deltas, and costs for Vast.ai or Modal runs.

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