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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.

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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.

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Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

Content skill for classifying business bank transactions into US federal Schedule C (Form 1040) line items for sole proprietors and single-member LLCs disregarded for federal tax. Tax year 2025. Federal only. Supplies the Tier 1 deterministic vendor pattern library, Tier 2 conservative-default table, and refusal catalog. MUST be loaded alongside the tax-workflow-base skill which provides the three-state contract, citation discipline, structured-question form, and reviewer-attention output spec. This skill alone supplies rules but no workflow; the base alone supplies workflow but no rules.

Workflow-only base skill for regulated-domain classification. Defines the three-state contract (clean / conservative-default-with-flag / refuse), the conservative-defaults principle, the citation discipline, the structured-question form, and the reviewer-attention output contract. Contains no tax content, no rates, no thresholds, no jurisdiction-specific rules. MUST be loaded alongside at least one content skill (e.g., classifying-tax-transactions) that supplies the actual rules and the current year's figures. Loading this skill alone is a configuration error and Claude must refuse to proceed.

Add line-specific review comments to pull requests using GitHub CLI API

Create pull requests using GitHub CLI with proper templates and formatting

Use when adding metadata to commits without changing history, tracking review status, test results, code quality annotations, or supplementing commit messages post-hoc - provides git notes commands and patterns for attaching non-invasive metadata to Git objects.

Use when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing implementations across branches - provides git worktree commands and workflow patterns for parallel development with multiple working directories.

Comprehensive multi-perspective review using specialized judges with debate and consensus building

Comprehensive review of local uncommitted changes using specialized agents with code improvement suggestions

Comprehensive pull request review using specialized agents

Use when executing implementation plans with independent tasks in the current session or facing 3+ independent issues that can be investigated without shared state or dependencies - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates

Systematically add test coverage for all local code changes using specialized review and development agents. Add tests for uncommitted changes (including untracked files), or if everything is commited, then will cover latest commit.

Audit SwiftUI iOS feature code for accessibility against WCAG 2.2 Level A/AA and return patch-ready fixes. Use when reviewing SwiftUI views/screens (including auth, forms, settings, and custom controls) and you need both standards traceability (WCAG + WCAG2Mobile interpretation) and practical, minimal code changes in a concise priority-grouped Markdown format with user follow-up checks for code-indeterminate behavior.