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…
modeled-information-format/mif-docs-plugin
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Showing 40 of 47 collected skills.
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…
Stamp witnessed provenance into a MIF document's frontmatter from the hook-observed session ledger, verify an existing provenance block against it, or check whether capture is actually active for the current session — hook-observed facts only (agent,…
Write a two-axis competitive-quadrant report — Completeness of Vision x Ability to Execute, four quadrants (Leaders / Challengers / Visionaries / Niche Players), per-vendor Strengths/Cautions, and a required Mermaid quadrant figure. Use when the deliverable…
Write an Architectural Decision Record (ADR) in the Structured MADR format — one decision, its drivers, the options weighed with risk, the chosen outcome, the consequences accepted, and an audit trail — validated by the structured-madr Action in both smadr…
Write a composite AI-spec architecture document that embeds an arc42/C4-style structure plus testable non-functional requirements and an ADR-style decision log in one spec-channel artifact. Use for an architecture spec a coding agent can consume.…
Author an arc42 architecture document — the 12-section industry template (introduction & goals, constraints, context, solution strategy, building blocks, runtime, deployment, cross-cutting concepts, decisions, quality requirements, risks & tech debt,…
Author a C4 model architecture document — Simon Brown's four levels of abstraction (System Context, Container, Component, Code) rendered as notation-independent Mermaid C4 diagrams plus an element catalog of people, systems, containers, and components. Use…
Write or update a CHANGELOG in the Keep a Changelog 1.x format — a human-curated, reverse-chronological record of notable changes per released version, grouped by Added/Changed/Deprecated/Removed/Fixed/Security and versioned with SemVer. Use when the user…
Write a Diataxis explanation — an understanding-oriented discussion that illuminates the why behind a topic, its background, design rationale, trade-offs, history, and connections to other ideas. Use when the reader needs to grasp a concept or decision, not…
Write a Diataxis how-to guide — a task-oriented recipe that walks a competent user through accomplishing one real, already-understood goal, start to finish. Use when the user knows what they want to do and needs the steps, not learning or background.…
Write a Diataxis reference — a dry, information-oriented, exhaustive description of ONE thing (a CLI command, config file, API endpoint, or schema) whose structure mirrors the thing itself. Use when the user needs lookup material they consult, not read…
Write a Diataxis tutorial — a learning-oriented, hands-on lesson that takes a beginner through a single concrete success by doing, not explaining. Use when the user needs onboarding/getting-started content where the goal is the learner's confidence, not task…
Turn a requirement, decision driver, or finding into an EARS-notation acceptance criterion that a human and an agent grade identically. Use when authoring acceptance criteria for a PRD, feature spec, architecture doc, ADR decision driver, or Kiro requirements…
Write a lightweight, AI-ready Feature Specification — a ~500-2000 token spec with Overview, EARS acceptance criteria, Design, and Edge Cases that an implementer or coding agent can act on directly. Use when a single feature needs a concise build-ready spec.…
Write a Google-style engineering design doc — an informal, trade-off-focused narrative that frames a problem, proposes one design, and weighs the alternatives it rejected. Use when an engineer must align a team on a non-trivial technical approach before…
Write the design.md of an AWS Kiro three-document spec set — the technical design that traces back to numbered requirements. Use as the second Kiro artifact, between requirements.md and tasks.md. Anti-trigger; for the requirements use kiro-requirements, for…
Write the requirements.md of an AWS Kiro three-document spec set — numbered requirements, each a user story plus EARS acceptance criteria. Use as the first artifact of a Kiro spec, feeding design.md and tasks.md. Anti-trigger; for the technical design use…
Write the tasks.md of an AWS Kiro three-document spec set — a numbered, checkbox implementation plan where each task is small, test-driven, and traces to the design/requirements it implements. Use as the third Kiro artifact that drives implementation.…
Deterministically prove a document is MIF-conformant — schema-check its JSON-LD against the canonical mif-spec.dev schema, enforce the L1/L2/L3 floor, and verify the markdown<->JSON-LD round-trip is lossless. Use as the gate after authoring or editing any MIF…
Write a strategic operational playbook that coordinates a CLASS of situations (e.g. a Sev1 outage) across roles, decision points, and phases. Use for higher-altitude incident/operations coordination. Anti-trigger; for fixing one specific alert step-by-step…
Write a Product Requirements Document that leads with the problem, defines success metrics and non-goals, and expresses functional requirements as testable EARS criteria. Use when scoping what to build and why before design. Anti-trigger; for the technical…
Write a Python Enhancement Proposal (PEP) — a formal design document proposing a change to the Python language, standard library, or process, with the canonical RFC822 header preamble plus Abstract, Motivation, Rationale, Specification, Backwards…
Write an SRE operational runbook — a tactical, step-by-step procedure an on-call responder follows to detect, diagnose, and remediate ONE specific alert or failure condition under pressure. Use when the user needs incident-response content for a named…
Write a formal academic research report — Abstract, Background, Method, Findings, Discussion, References — with a selectable citation style (author-date/APA or numbered/Vancouver-IMRaD) and optional APA Method sub-sections. Use when the deliverable is a…
Write a one-page briefing or standup update — Headline, What's New, Why It Matters, What's Next / Asks — for a recurring audience that already holds context and needs the delta fast. Use for a terse status or situational update, not a narrative summary.…
Write a clinical study report on the ICH E3 skeleton — Synopsis, Ethics, Investigators/Structure, Objectives, Investigational Plan, Methods (efficacy & safety), Results, Discussion & Conclusions, Tables/Figures/Appendices — situated in the CTD five-module…
Draft/model a compliance audit report shaped like a SOC 2 Type II controls report — auditor's-report framing, management's assertion, system description, in-scope criteria/framework, a mandatory tests-of-controls/findings matrix with severity, control gaps,…
Write an ACM/IEEE computing conference or journal paper — Abstract, Introduction, Related Work, Approach/System Design, Evaluation, Discussion, Conclusion & Future Work, and a numbered References list — with IEEE numbered bracket citations. Use when the…
Write a 1-2 page decision-oriented executive summary — BLUF, Key Findings, Recommendation, Risks & Caveats — composable as the leadership-summary section of a fuller market-research or pentest report. Use when the deliverable is a short brief for…
Write an argumentative humanities essay in Chicago Notes-Bibliography style — Introduction with thesis, thematic argument sections (claim, evidence, interpretation), Conclusion, numbered footnotes/endnotes, and a full Bibliography. Use when the deliverable is…
Write an argumentative humanities essay in MLA style — Introduction with an explicit thesis, body argument sections, a Conclusion, MLA author-page in-text citations (e.g. (Author 42)), and a Works Cited list. Use when the deliverable is a humanities argument…
Write a predictive legal memorandum — Question Presented, Brief Answer, Statement of Facts, an IRAC Discussion (Issue, Rule, Application, Conclusion per issue), and a Conclusion, with Bluebook practitioner citations. Use when the deliverable is an internal…
Write a full ESOMAR/ISO 20252-style market research report — Background & Objectives, Methodology (with mandatory sampling and fieldwork disclosure), Findings, Conclusions & Recommendations, and a Technical Appendix. Use when the deliverable is a complete…