stat-research-orchestrator

name	stat-research-orchestrator
description	Orchestrate a statistical research pipeline centered on formal problem formulation, method proposal, theoretical analysis, experimental evaluation, comparison, and final result synthesis.
metadata	{"category":"domain","trigger-keywords":"statistics,statistical research,problem formulation,method proposal,theory,experiments,comparison,results","applicable-stages":"1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,20","priority":"1"}

Statistical Research Orchestrator

Overview

Coordinates the full statistical research pipeline. This is not a code-first benchmark workflow. The pipeline begins with formal problem formulation and requires theory before final comparisons and conclusions.

Full Pipeline

Topic prompt / topic file / dataset description
  -> [stat-problem-formulator]   formal problem, notation, assumptions, targets
  -> [stat-method-proposer]      proposed method, baselines, diagnostics, ablations
  -> [stat-theory-analyzer]      theoretical properties, proof sketches, predictions
  -> [stat-experiment-designer]  experiments, code, metrics, manifest
  -> [stat-comparison-analyst]   method comparison, theory-vs-experiment check
  -> [stat-result-synthesizer]   final report, conclusions, limitations
  -> [stat-quality-auditor]      formulation/theory/evidence audit

Workflow

Step 0: Invoke stat-problem-formulator

Provide the topic source and any requirements. Wait for:

progress/<TOPIC_ID>/step0_problem_formulation.md

Read:

• Formal data model
• Target parameter or decision target
• Assumptions
• Hypotheses or claims
• Evaluation criteria
• Theory targets