Review React components using Mantine UI library for accessibility, Styles API correctness, component patterns, and common pitfalls. Use when reviewing Mantine code or before merging Mantine-based PRs.

Use when writing systematic review manuscript sections following PRISMA 2020 guidelines. Covers abstract, introduction, methods, results, and discussion drafting for medical journals. Invoke for academic writing assistance.

Manyfold is a self-hosted web application for managing 3D print file collections with interactive previews, metadata organization, and Fediverse federation support.

This skill should be used when installing and configuring markdown editor functionality using @uiw/react-md-editor. Applies when adding rich text editing, markdown support, WYSIWYG editors, content editing with preview, or text formatting features. Trigger terms include markdown editor, rich text editor, text editor, add markdown, install markdown editor, markdown component, WYSIWYG, content editor, text formatting, editor preview.

View markdown files with calm, book-like reading experience via HTTP server. Use for long-form content, documentation preview, novel reading, report viewing, distraction-free reading.

Generate browser-viewable HTML previews from markdown, plain text, and Mermaid diagrams. Auto-validates diagrams, applies professional styling, and opens in default browser. Use when agents need to preview documentation, visualizations, or formatted content.

Use this when instrumenting analytics, reviewing event taxonomy, or handling privacy/redaction rules for markdowntown.

marketing-review

Comprehensive workflow for creating new marketing pages on the Kowalah website. Use this skill when a user requests to create a new marketing page, solutions page, product page, or any complete webpage from conception to implementation. The skill guides through three phases with progressive disclosure - page design, content creation, and visual asset generation - with natural checkpoints for user review and approval between phases. This should be used whenever the task involves creating a complete new page rather than just editing existing content.

Sync ClaudeKit Marketing with Engineer updates using natural language. Handles the two-step sync process, reports what changed, and helps review updates.

Use when reviewing plugin quality, auditing plugins, analyzing the marketplace, checking plugins against Anthropic standards, or evaluating plugin architecture - provides systematic analysis methodology with validation framework

Calculate maximum bid using BidDeed formula and bid/judgment ratios to determine BID/REVIEW/SKIP decisions

Expert research tool for Model Context Protocol implementations. PROACTIVELY use when reviewing MCP server code, planning new MCP tools/resources/prompts, investigating protocol compliance issues, or validating architecture. Specializes in protocol compliance (JSON-RPC 2.0), security patterns, transport layers, and production best practices. Current spec: 2025-06-18.

Audits MCP servers for security vulnerabilities, missing validation, error handling issues, and production readiness. Use when reviewing MCP PRs or auditing server quality.

Reviews embedded Rust firmware for RP2350 (Raspberry Pi Pico 2 W) and ESP32-S3 (Heltec) microcontrollers with focus on Embassy async runtime, memory constraints, LED control, CAN attachment protocols, and SLCAN bridging. Use when reviewing MCU firmware changes, debugging LED controller issues, evaluating Embassy async patterns, checking static memory allocation, validating SLCAN implementations, or assessing hardware-specific code for WS2812 LEDs, CAN peripherals, and tool attachments. Covers no_std environments, PIO state machines, RMT peripherals, and USB CDC serial communication.

>

Fix markdown table alignment and spacing issues. Use when formatting tables in markdown files, aligning columns, normalizing cell padding, or ensuring proper table structure. Triggers: markdown table, md table, table formatting, column alignment, pipe table, GFM table, table generator, align columns, table spacing, table layout, fix table, format table, table structure.

meadow Docstring Format (MDF) specification for Python documentation. Use when writing, editing, or reviewing docstrings for Python code. Provides a plaintext-first, readable format that closely follows Python syntax. Trigger when the user mentions docstrings, Python documentation, function documentation, class documentation, or writing documentation for Python code.

Invoke MEDCOM for military medical advisory, ACGME interpretation, and domain expertise. Advisory-only agent that surfaces clinical information for physician decision-making. Never makes medical decisions.

Use to inspect qualification coverage across Metrics, Economic buyer,

media-reviewer

Convert meeting notes, demo sessions, and discussions into actionable tasks with clear owners, priorities, and deadlines. Use when processing any meeting notes, demo feedback, product reviews, or discussions that need to become TODO lists, JIRA tickets, or Trello cards.

Use when long-term knowledge retention is needed (weeks to months), studying for exams or certifications, learning new job skills or technology, mastering substantial material that requires systematic review, combating forgetting through spaced repetition and retrieval practice, or when user mentions studying, memorizing, learning plans, spaced repetition, flashcards, active recall, or durable learning.

Run this checklist to validate branch is ready for merge.

Create and collaborate on Mermaid diagrams and UI wireframes with real-time preview and team sharing

Review positioning and messaging across content

Focuses on optimizing metadata and SEO to improve discoverability of the documentation.

HTML metadata and head content. Use when writing or reviewing page head sections including SEO, social sharing, performance hints, and bot control.

Plan consultant - validates and improves execution plans

Document key metrics, definitions, and segmentation required to track product success.

Framework for defining, approving, and auditing GTM metrics and KPIs.

Conduct a metric review that contextualizes performance trends, flags anomalies, and recommends actions.

Review key metrics and anomalies

Define, track, and analyze product metrics with frameworks for goal setting and dashboard design

This skill automates the capture of high-quality screenshots for MicroSim visualizations using Chrome headless mode. Use this skill when working with MicroSims that need preview images for social media sharing, documentation, or quality assessment. The skill handles JavaScript-heavy visualizations that require proper rendering time and external CDN resources.

This skill generates a comprehensive index page for MicroSims in an intelligent textbook project. Use this skill when working with an MkDocs-based textbook that has MicroSims in a /docs/sims/ directory and needs an updated index page with screenshots, descriptions, and navigation. The skill captures missing screenshots, generates alphabetically-sorted grid cards using mkdocs-material format, and updates the mkdocs.yml navigation.

migration-checker

Comprehensive Angular migration compliance checker with auto-fix capabilities. Use when reviewing migrated code for DDD architecture, Angular 20 syntax, and UI pattern compliance.

Review migration completeness between old and new codebase.

Maintain and evolve interactive mind maps generated from OPML outlines and XML palettes.

Enforces the principle of making minimal code changes to avoid introducing bugs or technical debt in any file.

>

>

Defines specific rules related to MkDocs usage, including structure, plugins, themes, and customization configurations.

Deep methodology knowledge for ML-NMR including IPD/AgD integration, population adjustment, numerical integration, and prediction to target populations. Use when conducting or reviewing ML-NMR analyses.

ml-reviewer

Enterprise systematic code review orchestrator with TRUST 5 principles, multi-language support, Context7 integration, AI-powered quality checks, SOLID principle validation, security vulnerability detection, and maintainability analysis across 25+ programming languages; activates for code reviews, quality standard validation, TRUST 5 enforcement, architectural audits, and automated review automation

Automatic code quality and best practices analysis. Use proactively when files are modified, saved, or committed. Analyzes code style, patterns, potential bugs, and security basics. Triggers on file changes, git diff, code edits, quality mentions.

Continuous security vulnerability scanning for OWASP Top 10, common vulnerabilities, and insecure patterns. Use when reviewing code, before deployments, or on file changes. Scans for SQL injection, XSS, secrets exposure, auth issues. Triggers on file changes, security mentions, deployment prep.

When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' 'sharpen the messaging,' 'refresh this content,' 'update this page,' 'this content is outdated,' or 'content audit.' Use this when the user already has copy and wants it improved or refreshed rather than rewritten from scratch. For writing new copy, see copywriting.