Agent Claude Code
Use for one independent blind judge seat scoring an award-level submission against contest rubric criteria.
Agent Claude Code
Use for one independent blind judge seat scoring an award-level submission against contest rubric criteria.
Agent Claude Code
Use for reproducible computation, simulation, optimization, figures, tables, and experiment logs.
Agent Claude Code
Use for independent review of assumptions, model validity, evidence, reproducibility, writing, and final submission risk.
Agent Claude Code
Use for literature, data source, background, benchmark, and citation work in award-level modeling submissions.
Agent Claude Code
Use as the Claude Code workflow lead for Mathodology award-level modeling submissions.
Agent Claude Code
Use for mathematical formulation, model selection, objective functions, constraints, evaluation metrics, and sensitivity design.
Agent Claude Code
Use for award-level paper structure, abstract, narrative, equations, figures, captions, and final polish.
Agent Claude Code
Use for contest problem decomposition, scoring criteria, constraints, variables, assumptions, and deliverable mapping.
Agent Claude Code
Use for final contest package assembly, file checks, reproducibility README, AI-use statement, and submission audit.
Skill Claude CodeCodex
Use when orchestrating the Mathodology nine-phase award workflow (phase responsibilities, specialist roster, prize-level gates) or consulting archived knowledge about the former Python agent pipeline.
Skill Claude CodeCodex
Use when running Mathodology award-workflow phase gates, judge panels, structured handoffs, figure QA, or rendered-PDF QA in a contest run.
Skill Claude CodeCodex
Use when validating the Mathodology skills-only repository or preserving archived knowledge about the former development, testing, deployment, packaging, and release workflows.
Skill Claude CodeCodex
Use when an award run needs external evidence — literature, datasets, benchmarks, domain constants, prior-art checks, or citation verification — with combined built-in WebSearch and search MCP discovery, source reconciliation, document reading, citation confirmation, token budgets, and reproducibility rules.
Skill Claude CodeCodex
Use when a Mathodology workflow needs export/packaging/API reasoning, or when consulting archived knowledge about the former gateway and API subsystem.
Skill Claude CodeCodex
Use when maintaining or checking boundaries of the Mathodology skills repository itself, or deciding whether a change belongs on this branch.
Skill Claude CodeCodex
Use when adding, updating, validating, or reviewing Mathodology project skills, SKILL.md files, or agents/openai.yaml metadata.
Skill Claude CodeCodex
Use when a Mathodology workflow needs figure/table presentation reasoning, or when consulting archived knowledge about the former web UI subsystem.
Skill Claude CodeCodex
Use when running, backing up, transferring, restoring, archiving, or installing (project-level or global) the Mathodology skills-only repository and its award workflows.
MCP server Claude CodeCodexCursor +2
Local-first, no-API-key search MCP server. Multi-engine web search, smart fetching, document reading. Runs locally from the free-search-mcp Python package. Needs 1 environment variable to run.
Instructions file CodexOpenCode
Instructions for sweetcornna/mathodology: Mathodology is an Agent Skills pack purpose-built for math modeling contests (MCM/ICM, CUMCM, Huashu Cup, M3, HiMCM/MidMCM, IMMC/IM2C, and similar), targeting award-level submissions end to end. This repository is skills-only. The current GitHub tree intentionally contains no…
Plugin Claude Code
Plugin marketplace listing 1 plugin: free-search.
MCP server Claude CodeCodexCursor +2
MCP server "search" as configured in sweetcornna/free-search-mcp. Runs locally from the search-mcp Python package.
Plugin Claude Code
Local-first, no-API-key web search, fetching, and document reading — 11 MCP tools, no signup and no key.
MCP server Claude CodeCodexCursor
MCP server "coin-mcp" as configured in sweetcornna/coin-mcp. Runs locally from the coin-mcp Python package.