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Enforce ThemeGPT complexity budgets and prevent over-engineering. Activates automatically when writing, reviewing, or refactoring code. Validates against 6 anti-patterns from SynthAI archaeology (Specification Inflation, Enterprise Pattern Obsession, Premature Abstraction, Configuration Explosion, Framework Absorption, Test Suite Inflation). Use when creating features, adding abstractions, writing tests, or configuring projects.

Transforms an academic paper into deep, multi-layered understanding. Use when asked to explain a paper, break down a research paper, understand an arXiv paper, or build intuition for a technical concept from a paper. Generates explanations at multiple levels plus visual intuition diagrams.

Use when creating Docusaurus plugins (remark, rehype, theme, content, lifecycle) to extend markdown, modify HTML, or add custom functionality

Master documentation creation, community building, and user support. Learn to create comprehensive documentation and build engaged user communities.

Expert test writing including unit, integration, e2e tests, mocking, and coverage strategies

Generate technology-specific best practices and anti-patterns documentation. Use when setting up a new project or when the user asks about coding standards for a specific language or framework.

Route a Notion Inbox entry to the appropriate PKM database (Github, Videos, Articles, Podcasts, Formations, Lieux, Code, or Todos). Use when user wants to triage inbox, route entry, move to appropriate database.

Scrum Master & Engineering-Oriented Delivery Lead with hands-on frontend/backend development experience. Interprets Technical Design Documents, reviews UX/UI designs, and understands product requirements to ensure delivery clarity. Breaks features into well-scoped Scrum stories (max 3 story points, Fibonacci estimation). Stories are sliced for incremental value, minimal risk, fast feedback. For every ticket provides: clear description, explicit acceptance criteria, expected behavior, constraints, and test case expectations (happy path + edge cases). Ensures stories are implementation-ready, testable, aligned with technical/product goals. Enables team to execute efficiently while maintaining high quality and predictable velocity. Use when creating sprint stories, planning sprints, estimating work, or breaking down features into tickets.

Write high-signal handoffs (`HANDOFF.md` or `docs/handoffs/<slug>.md`) with concrete validation evidence and actionable next steps.

Derive technical development principles FROM user needs in product.md using evidence-based reasoning. Creates constitution.md with architecture decisions, tech stack choices, and development constraints - all traced back to specific user needs. Use when user mentions "technical principles", "constitution", "architecture decisions", or after creating product.md.

Meta-skill that automates the 10-step improvement cycle - detects patterns, generates skills, creates commands, and triggers documentation. Use when user invokes /auto-improve or says detect inefficiency.

Implement proper error handling patterns for n8n nodes using NodeApiError and NodeOperationError classes. Use this skill when writing try-catch blocks in execute methods, handling HTTP errors, validating parameters, parsing API error responses, implementing continueOnFail logic, writing actionable error messages, or handling errors in trigger nodes. Apply when working with external API calls, authentication errors, rate limiting, or any error scenarios in n8n node development.

Automatically invoked when writing formal documentation (specs, ADRs, reviews, plans). Ensures consistent structure, appropriate detail level, and proper file location.

Advanced product idea validation through comprehensive market research, competitive analysis, demand verification, technical feasibility assessment, and monetization potential analysis. Use when evaluating startup ideas, SaaS concepts, or any new product before development begins. Provides data-driven scoring and actionable recommendations.

Validate continuity by scanning scenes for contradictions, invented specificity (brands/addresses/vehicle models), and character knowledge violations. Use after writing or editing scenes.

Guide for writing integration tests with Vitest and Testing Library. Use when testing multi-component workflows, database interactions, React components with context providers, or full user flows. Covers the Testing Trophy philosophy (integration > unit), factory patterns for test data, MSW for network mocking, async testing patterns (waitFor, findBy), and custom render with providers. Use this for tests that cross multiple modules or layers of the application.

Automates updating anthropic_sdk_dart when Anthropic OpenAPI spec changes. Fetches latest spec, compares against current, generates changelogs and prioritized implementation plans. Use for: (1) Checking for API updates, (2) Generating implementation plans for spec changes, (3) Creating new models/endpoints from spec, (4) Syncing local spec with upstream. Triggers: "update api", "sync openapi", "new endpoints", "api changes", "check for updates", "update spec", "api version", "fetch spec", "compare spec", "what changed in the api", "implementation plan".

Acts as a guide through the BPM wiki, summarizing pages, comparing roles, and pointing users to the right article for their question.

Export DOT/Graphviz diagrams from documents to SVG images. Use after creating documents with DOT code blocks when you need to render them as static images for distribution, GitHub, wikis, or static sites. Supports multiple layout engines (dot, neato, circo, fdp, twopi, osage, patchwork). Processes .md, .html, .mdx, .rst, .adoc files.

This skill generates interactive timeline visualizations using the vis-timeline JavaScript library. Use this skill when users need to create historical timelines, project timelines, event sequences, or any chronological data visualization with optional category filtering. The skill creates a complete MicroSim package with HTML, CSS, JSON data, and documentation.