Mathodology Dev Test Release
Use when validating the Mathodology skills-only repository or preserving archived knowledge about the former development, testing, deployment, packaging, and release workflows.
Mathodology Skill Authoring
Use when adding, updating, validating, or reviewing Mathodology project skills, SKILL.md files, or agents/openai.yaml metadata.
Mathodology Whole Project
Use when backing up, transferring, restoring, archiving, or fully orienting on the Mathodology skills-only repository.
Mathodology Web Ui
Use when maintaining archived knowledge about Mathodology's former web UI, run dashboard, API clients, streaming behavior, rendering, or frontend verification.
Free Search Mcp
Local-first, no-API-key MCP server for web search, fetch, and document reading. Multi-engine (DuckDuckGo, Mojeek, Startpage), smart Playwright fallback, FTS5 cache, LLM-tuned output.
Mathodology Project Orientation
Use when starting work in the Mathodology skills-only repository, checking retained files, or deciding whether a change belongs on this branch.
Mathodology Gateway Api
Use when maintaining archived knowledge about Mathodology's former gateway, API routes, auth, state, LLM routing, exports, submission bundles, or contracts.
Mathodology Agent Pipeline
Use when maintaining archived knowledge about Mathodology's former Python agent pipeline, worker roles, prompts, Coder execution, HMML, MATLAB, search, or critic behavior.