mathodology

Use when running, backing up, transferring, restoring, archiving, or globally installing the Mathodology skills-only repository and its award workflows.

Use when maintaining archived knowledge about Mathodology's former Python agent pipeline, worker roles, prompts, Coder execution, HMML, MATLAB, search, or critic behavior.

Use when running Mathodology award-workflow phase gates, judge panels, structured handoffs, figure QA, or rendered-PDF QA in a contest run.

Use when validating the Mathodology skills-only repository or preserving archived knowledge about the former development, testing, deployment, packaging, and release workflows.

Use when maintaining, validating, or checking boundaries of the Mathodology skills repository itself, or deciding whether a change belongs on this branch.

Use when adding, updating, validating, or reviewing Mathodology project skills, SKILL.md files, or agents/openai.yaml metadata.

Use when maintaining archived knowledge about Mathodology's former gateway, API routes, auth, state, LLM routing, exports, submission bundles, or contracts.

Use when maintaining archived knowledge about Mathodology's former web UI, run dashboard, API clients, streaming behavior, rendering, or frontend verification.