Documentation teams need consistent chapters that are easy to navigate and teach from. This skill checks MDX chapter structure, learning flow, and approved interactive components.

Teams need consistent public documentation without guessing the Fumadocs file layout. This skill guides Claude, Codex, and Claude Code to create MDX pages, frontmatter, and meta.json navigation.

Marketing teams can lose track of approved claim wording, offer terms, and supporting evidence. This skill records proposals and accepted records with provenance, disclosures, review dates, and expiry status.

Technical PRDs often include code details that slow agent planning. This skill converts them into structured XML app specs for Claude, Codex, and Claude Code.

Building reusable AI skills requires clear structure and activation rules. This skill provides templates, workflows, and validation checks for Claude, Codex, and Claude Code.

Technical content can feel clear to experts while confusing learners. This skill reviews drafts for audience fit, jargon, missing context, accessibility, and practical revision steps.

Long lessons are hard to review when learners need fast recall. This skill creates concise Markdown summaries with concepts, patterns, mistakes, and learning connections.

Educational slide decks often miss learner level, structure, and review criteria. This skill guides Claude, Codex, or Claude Code through NotebookLM prompts, checks, and file naming.

Vague goals make lessons hard to assess and improve. This skill creates measurable objectives with Bloom levels, CEFR mapping, prerequisites, assessments, and success criteria.

Programming educators need practice sets that build retention, not only problem volume. This skill creates structured Python exercises with objectives, progression, tests, rubrics, hints, and review patterns.

Library documentation can add too much context when users only need examples or signatures. This skill fetches Context7 docs and filters them into focused, lower-token summaries.

Complex concepts often overwhelm learners when prerequisites, examples, and checkpoints are unclear. This skill helps Claude, Codex, and Claude Code create staged learning plans with cognitive load controls.

Format drift makes lessons and documentation teach the wrong structure. This skill checks content against canonical sources before publication.

Large educational books can become inconsistent, overloaded, or hard to navigate. This skill creates structured plans with chapter flow, dependencies, and learning checkpoints.

Building reusable AI skills is hard when structure, resources, and validation rules are unclear. This skill provides a practical workflow for designing, writing, validating, and packaging skills.

Technical teams need clear docs across APIs, releases, and migrations. This skill creates structured documentation with templates and practical examples.

Architecture teams need diagram YAML that is consistent, valid, and easy to maintain. This skill gives schemas, layout rules, examples, and troubleshooting guidance for diagram authoring.

Technical documentation searches can consume context and slow focused work. This skill routes library and framework questions to a Context7 research agent and suggests efficient orchestration patterns.

Building a reusable AI skill can create inconsistent instructions and weak validation. This template gives Claude, Codex, and Claude Code a structured workflow for skill creation.

Migration work becomes risky when feature status and known issues are scattered. This skill gives Claude, Codex, and Claude Code concise context for Portfolio Buddy parity work.