model-refine-pipeline

What problem does it solve?

Enables end-to-end orchestration of the model refinement and solve-planning process to turn rough modeling ideas into a concrete, paper-ready plan.

Core Features & Use Cases

• End-to-end workflow that chains model refinement with a detailed solve plan, ensuring a cohesive thesis and executable plan.
• Generates a set of deliverables including FINAL_PROPOSAL, REVIEW_SUMMARY, REFINEMENT_REPORT, SOLVE_PLAN, SOLVE_TRACKER, and PIPELINE_SUMMARY.
• Phase-guided triage and gate checks to stabilize the method before experiments, with reuse of existing refined proposals when valid.
• Supports integration with sibling skills (model-refine and solve-plan) for modular use or an all-in-one pipeline.

Quick Start

Ask the skill to fuse your current modeling idea with a concrete solve plan to produce a complete, end-to-end pipeline.