comp-code

What problem does it solve?

This Skill turns a competition modeling report into deterministic, verifiable programming implementations by enforcing algorithm/constraint/parameter consistency and producing structured JSON outputs for paper figures.

Core Features & Use Cases

• Modeling-to-Code Consistency Contract: Extracts and enforces the modeling report’s required algorithms, constraints, parameters, and validation checkpoints to prevent silent simplification.
• End-to-End Competition Workflow: Reads modeling inputs (MODELING_REPORT.md, PROBLEM_ANALYSIS.md, TOPIC_PLAN.md, user_data/), prepares the environment, validates data ingestion, implements each sub-problem, and aggregates outputs for figures.
• Mandatory Verification Guardrails: Performs automated sanity checks, constraint validation (validate_constraints), and rationale checks to ensure results are within the declared expected ranges and boundaries.

Quick Start

Use the comp-code Skill to implement and run competition code based on the attached modeling package containing MODELING_REPORT.md, PROBLEM_ANALYSIS.md, TOPIC_PLAN.md, and user_data/.