modeled-information-format

Audit MIF documents under one or more paths for accuracy, taxonomy alignment, editorial consistency, and frontmatter/provenance/temporal/relationship/citation conformance. Deterministic script checks run first at zero Agent cost; cross-document checks are…

Semantically index and query a corpus of MIF documents — ingest docs into a local vector store, run free-text search, find similar documents for cross-linking, and report corpus statistics via the optional mif-rs tools (mif-mcp MCP server or mif-cli). Use…

Write a Rust-style RFC (request for comments / enhancement proposal) — a structured design proposal with Summary, Motivation, Guide-level explanation, Reference-level explanation, Drawbacks, Rationale and alternatives, Prior art, Unresolved questions, and…

Author MIF (Modeled Information Format) Level 1-3 frontmatter for any document, climbing from the L1 floor to L2/L3 only when the drafting context supplies real detail. Use whenever a doc needs MIF-conformant YAML frontmatter that projects losslessly to the…

Convert a MIF JSON-LD document to a typeset PDF with real markdown rendering (headings, bold, inline code, flat bullet lists, tables, clickable links, embedded raster/SVG figures) plus every MIF frontmatter field (id/type/created, namespace/modified/temporal,…

Write a full investor- and lender-ready business plan — Executive Summary, Company Description, Products & Services, Market Analysis, Competitive Analysis, Marketing & Sales Strategy, Operations Plan, Management & Organization, Financial Plan & Projections,…

Plan and decompose a broad documentation subject into a coordinated SET of MIF documents, fan out to the genre member skills, and reconcile the cross-document MIF relationship graph. Use when a request spans multiple documents ("document the auth system",…

Generate a standalone, brand-colorable SVG chart file (bar, line, pie, or combo) for cases the suite's default Mermaid-in-markdown convention cannot cover — more than roughly five pie or bar segments, custom per-series colors, log scales, or multi-series…

Unattended, scheduled monitoring of external sources (arXiv, OpenAlex, Crossref, Semantic Scholar, PubMed, bioRxiv/medRxiv, GDELT, Hacker News) for operator-selected current-events DOMAINS (monitoringDomains[], weighted, momentum-ranked, digest output) or for…

Render surviving research findings into a publishable blog post through the typed findings-to-artifact contract. A first-class harness output (not a pack). Use this skill when the user wants to turn research into a blog post, publish findings, draft an…

Render surviving research findings into a book chapter through the typed findings-to-artifact contract. An OPTIONAL channel pack (enable the `book` pack to use it), supporting the full genre range. Use this skill when the user wants to author a book, write a…

Create, validate, inspect, and convert MIF ontology definition files. Use when the user asks to: create a new ontology, scaffold an ontology, validate an ontology YAML, inspect ontology contents (entities, traits, relationships, namespaces, discovery…

Render a research topic's entire surviving findings corpus into a COMPLETE Diátaxis documentation set — a reference page per finding, a per-dimension explanation, how-to, and guided tutorial, plus landing/index pages — every page carrying MIF Level-1…

Render a topic's surviving findings into an AI-ready, agent-executable architecture spec. A genre-shaping of the artifact -> Markdown pipeline (not a new mechanism) — finding_refs become grounded evidence sections, the goal's completion checks become EARS…

Search the MIF research index — find findings by free-text query or by structured filters over the index fields (dimension, tags, namespace, verdict). Use this skill when the user wants to find research findings, look up what is known about a subject, query…

Build, refresh, and query the MIF-native knowledge graph — the typed substrate of concepts and entities (all urn:mif: ids) linked by MIF relationships and mentions. Use this skill when the user asks about relationships between findings, what connects two…

Create, validate, inspect, and convert MIF ontology definition files. Use when the user asks to: create a new ontology, scaffold an ontology, validate an ontology YAML, inspect ontology contents (entities, traits, relationships, namespaces, discovery…

Author and validate structured-MADR ADRs so they project clean as MIF (Modeled Information Format) at the configured conformance level. Use when writing or upgrading an ADR, when a MIF gate fails, when asked to make an ADR MIF-compliant, or to explain the MIF…