Use mf (metafunctor) to manage papers, projects, series, and content for the metafunctor.com Hugo site. Also covers site architecture, taxonomies, front matter conventions. For cross-posting, use the crier plugin. Invoke from ANY repo; mf works globally.
Discover latent themes in the metafunctor corpus. Use when the user wants to find implicit through-lines across their blog posts, surface recurring ideas they have not consciously framed as a series, or get candidate themes for a synthesis post. Reads titles, descriptions, and tags; proposes 3 themes that connect 4+…
Research paper lifecycle management: thesis refinement, literature surveys, experimental design, multi-agent drafting, editorial review, and publication venue matching.
Verifies citation accuracy, relevance, and related-work fairness using web search. Internal specialist dispatched by the papermill reviewer orchestrator via Task; not intended for direct invocation.
Drafts definitions, theorems, proofs, and formal analysis in rigorous LaTeX. Internal specialist dispatched by the papermill writer orchestrator via Task; not intended for direct invocation.
Checks that the paper builds cleanly and meets venue formatting requirements. Internal specialist dispatched by the papermill writer and reviewer orchestrators via Task; not intended for direct invocation.
Maps the surrounding field of a paper: competing approaches, benchmarks, state of the art. Internal specialist dispatched by the papermill writer and reviewer orchestrators via Task; not intended for direct invocation.
Finds the closest prior work to a paper: same problem, same techniques, overlapping claims. Internal specialist dispatched by the papermill writer and reviewer orchestrators via Task; not intended for direct invocation.
Drafts related work and background sections from literature scout findings. Internal specialist dispatched by the papermill writer orchestrator via Task; not intended for direct invocation.
Verifies proof correctness, assumption sufficiency, and logical chain integrity. Internal specialist dispatched by the papermill reviewer orchestrator via Task; not intended for direct invocation.
Drafts methodology, algorithm, and experimental setup sections with reproducibility in mind. Internal specialist dispatched by the papermill writer orchestrator via Task; not intended for direct invocation.
Audits experimental design, statistical rigor, and reproducibility. Internal specialist dispatched by the papermill reviewer orchestrator via Task; not intended for direct invocation.