ETL/ELT pipeline design, data flow visualization, batch/streaming selection, and Kafka/Airflow/dbt design. Use when building data pipelines or managing data quality.
Apply parsimony principle to prefer simpler explanations with fewer assumptions. Use for hypothesis selection in debugging, architecture decisions, and choosing between competing…
Conduct LINDDUN privacy threat modeling across all seven categories: Linking, Identifying, Non-repudiation, Detecting, Data Disclosure, Unawareness, and Non-compliance.
A comprehensive planning skill covering project planning, strategic planning, sprint planning, scenario planning, contingency planning, roadmapping, resource allocation, milestone…
Manage this repository as the user's universal AI setup hub for OpenSkills, source repo inventory, bootstrap scripts, skill audits, and cross-agent operating rules.
Diagnose and fix retention problems using behavior design (B=MAP). Use when the user mentions "users drop off", "activation rate", "onboarding friction", "retention metrics", or…
Executes GDPR Article 20 data portability requests, covering machine-readable format requirements (JSON, CSV, XML), direct controller-to-controller transfer mechanisms, and scope…
Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic.
Use when revising, editing, or polishing an existing draft. Invoke when user mentions revision, editing, cutting clutter, tightening prose, improving readability, fixing rhythm,…
Hypothesis → Prediction → Test → Revise with explicit falsification. Use for debugging, feature experimentation, performance investigation, and A/B testing design.
Analyze problems as interconnected systems with feedback loops, emergent behavior, and non-linear effects.
Executes the GDPR Article 33 mandatory breach notification to the supervisory authority within 72 hours of becoming aware of a personal data breach.
Use when fetching YouTube transcripts that must come back in English. Wraps the locally installed jdepoix/youtube-transcript-api package, requests English first, uses YouTube…
Use when evaluating GraphRAG system quality across knowledge graph completeness, retrieval relevance, answer correctness, and reasoning verification.
Guides compliance with India''s Digital Personal Data Protection Act 2023. Covers consent manager registration, data fiduciary obligations under Sections 4-7, significant data…
Official GSAP skill for Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount.
Guides compliance with Brazil''s Lei Geral de Proteção de Dados (LGPD, Lei 13.709/2018). Covers the 10 lawful bases under Art.
Adversarial code review — find what will break in production, not what looks wrong in theory. Covers correctness, security, failure modes, performance, and maintainability.
Guides systematic assessment of current state versus GDPR requirements across all chapters with prioritised remediation matrix.
Enhanced root cause analysis with explicit bias guards and stopping criteria. Use for incident post-mortems, bug investigations, and process failures where standard 5 Whys might…
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Audits web typography for punctuation, font selection, sizing, spacing, OpenType features, hierarchy, layout, typeface pairing, brand identity, and display type.
Deep self-reflection, continuous self-improvement, and introspective analysis for identifying weaknesses, learning from mistakes, and evolving capabilities over time.
Clean Code principles, professional practices, and workflows for TypeScript developers. Based on Robert C. Martin''s "Clean Code" and "The Clean Coder" books.
Use when selecting design and UI resources for frontend work, including UI graphics, fonts, color tools, icons, logos, favicons, stock photos, videos, sound effects, vectors,…
A deterministic thinking partner that challenges assumptions and applies mental models to sharpen decisions, solve problems, and think more clearly.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other…
Create polished, intentional frontend interfaces. Use this skill when building any UI — dashboards, admin panels, landing pages, marketing sites, or web applications.
This skill should be used when the user requests brand analysis, brand guidelines creation, brand audits, or establishing brand identity and consistency standards.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or…
Create and refactor HTML5/JavaScript web designs from specifications or descriptions. Generates complete, accessible, responsive web designs with modern frameworks.
MUST read this skill BEFORE entering generate mode for music tasks. Covers prompt crafting framework, structure syntax, and multi-clip strategy.
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or…
Comprehensive design review for websites and desktop applications with extensive accessibility analysis.
Complete unit testing skill for TypeScript/NestJS projects using Jest, @golevelup/ts-jest, and in-memory databases.
Use this whenever the user mentions Universal AI Skills, skill-router, router, route to a skill, unknown skill names, or wants the best skill selected automatically.
Create professional SVG logos from descriptions and design specifications. Generates multiple logo variations with different layouts, styles, and concepts.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files).
Complete E2E (end-to-end) and integration testing skill for TypeScript/NestJS projects using Jest, real infrastructure via Docker, and GWT pattern.
Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching.
Generate cohesive, project-specific SVG icon sets for websites and applications. Use this skill whenever the user needs custom icons, an icon set for a website or app, icons for a…
Manages git operations (branching, committing, pushing) across multi-repo systems with git submodules.
Audit and generate in-app user guidance — onboarding flows, empty states, tooltips, feature tours, contextual help, defaults, and inline hints.
Security guidelines for writing secure code. Use when writing code, reviewing code for vulnerabilities, or asking about secure coding practices like ''check for SQL injection'' or…
Review and analyze academic research papers. Use this skill when the user asks to review a paper, analyze a publication, summarize research, critique methodology, extract key…
Search GitHub for battle-tested solutions instead of reinventing the wheel. Use when the user''s problem is universal enough that open source developers have probably solved it…
Use for five-agent-dev-team secret handling, workflow permissions, Docker safety, dependency audit, local binding, and supply-chain review.