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Non-record: Multi-Agent Orchestrator Framework for Parameter Golf#954

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genji0306:orchestrator-framework
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Non-record: Multi-Agent Orchestrator Framework for Parameter Golf#954
genji0306 wants to merge 1 commit intoopenai:mainfrom
genji0306:orchestrator-framework

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Summary

A multi-agent orchestration framework that systematically coordinates solution analysis, hypothesis generation, experiment design, and automated testing for the Parameter Golf challenge.

What This Is

This is a tooling / methodology submission, not a model record. The framework provides:

  • Control plane CLI for run management, artifact validation, and experiment synthesis
  • JSON schemas for structured inter-agent communication (hypotheses, experiments, reflections)
  • Metric extraction and budget-check helpers for Parameter Golf constraints
  • Experiment materializer that creates isolated working records from existing leaderboard entries

Architecture

Four coordinated agents: Solution Analyst (AL), Research Lead (RL), Memento Designer (M), and Experiment Runner (CAR).

Repository

Full orchestrator source: https://github.com/genji0306/parameter-golf-orchestrator

Status

Active development. Local validation completed on Mac Mini M4 using MLX path. GPU experimentation pending compute access.

A systematic orchestration framework that coordinates solution analysis, hypothesis generation, experiment design, and automated testing for Parameter Golf. Includes control plane CLI, JSON schemas, metric helpers, and experiment materializer. Full source: https://github.com/genji0306/parameter-golf-orchestrator
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