Classify problems by complexity domain (clear, complicated, complex, chaotic) and match approach to domain. Use for choosing methodologies, problem framing, and process design.
Apply Kahneman's Dual-Process Theory to recognize when to trust intuition vs engage deliberate analysis.
Manus API compatibility adapter. Manage tasks, projects, and other data in Manus via API, or create Manus tasks programmatically when a workflow specifically needs Manus-hosted…
Three-phase architecture design review pipeline: Architect creates initial design, Refiner improves it, Critic challenges it.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Generate color palettes and get color suggestions via the Colormind.io API (list models, generate palettes with optional locked colors).
A meta-skill for radical creativity, lateral thinking, idea synthesis, conceptual blending, bisociation, mind mapping, and finding unexpected connections between disparate ideas.
Use when designing embedding strategies that fuse semantic and structural information for knowledge graphs.
Analyze problems as interconnected systems with feedback loops, emergent behavior, and non-linear effects.
Propose, configure, debug, and maintain Claude Code hooks (PreToolUse/PostToolUse/Stop and other lifecycle events).
Maps the hidden connections between all 630+ installed skills, enabling cross-pollination of ideas across domains.
Pre-change impact analysis agent. Evaluates change risk across vertical (dependency chains, affected files) and horizontal (pattern consistency, naming) dimensions.
Comprehensive AI/ML expertise covering prompt engineering, LLM architecture, AI agent design, RAG systems, fine-tuning, AI safety, and cutting-edge AI research for building and…
Executes GDPR Article 20 data portability requests, covering machine-readable format requirements (JSON, CSV, XML), direct controller-to-controller transfer mechanisms, and scope…
Implements automated data deletion workflows for GDPR Article 17 right to erasure and retention period expiry.
Evaluates and implements age estimation and verification technologies for online services. Covers facial age estimation, digital ID verification, self-declaration with risk…
Systematic application of the eight privacy design patterns per Hoepman: minimize, hide, separate, abstract, inform, control, enforce, and demonstrate.
Use when updating five-agent-dev-team swarm state, ledger entries, blockers, or next-stage handoffs.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, al — from…
Audits web typography for punctuation, font selection, sizing, spacing, OpenType features, hierarchy, layout, typeface pairing, brand identity, and display type.
Design a Uniswap V4 hook architecture without code generation. Use when user wants to plan a hook, understand which callbacks to use, or review an architecture before building.
Classify decisions by reversibility and match decision process to decision type. Use for technology choices, architecture decisions, process changes, and hiring decisions.
Conducts Data Protection Impact Assessments for AI and ML systems per EDPB Guidelines 04/2025 on AI processing.
Comprehensive skill for bigger-picture thinking, long-term thinking, and strategic foresight. Use when you need to zoom out from immediate details to see the whole system, when…
Evaluates anonymization as a retention alternative under GDPR Recital 26, applying the WP29 Opinion 05/2014 techniques including randomization and generalization.
Use when prompts produce inconsistent or unreliable outputs, need explicit structure and constraints, require safety guardrails or quality checks, involve multi-step reasoning…
Update beliefs systematically based on new evidence using probabilistic reasoning. Use when estimating probabilities, learning from data, or making decisions under uncertainty.
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.
Create polished, intentional frontend interfaces. Use this skill when building any UI — dashboards, admin panels, landing pages, marketing sites, or web applications.
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…
Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching.
Complete unit testing skill for TypeScript/NestJS projects using Jest, @golevelup/ts-jest, and in-memory databases.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files).
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,…
Create professional SVG logos from descriptions and design specifications. Generates multiple logo variations with different layouts, styles, and concepts.
Clean Code principles, professional practices, and workflows for TypeScript developers. Based on Robert C. Martin''s "Clean Code" and "The Clean Coder" books.
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 — from…
This skill should be used when the user requests brand analysis, brand guidelines creation, brand audits, or establishing brand identity and consistency standards.
A deterministic thinking partner that challenges assumptions and applies mental models to sharpen decisions, solve problems, and think more clearly.
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.
Audit and generate in-app user guidance — onboarding flows, empty states, tooltips, feature tours, contextual help, defaults, and inline hints.
Complete E2E (end-to-end) and integration testing skill for TypeScript/NestJS projects using Jest, real infrastructure via Docker, and GWT pattern.
Comprehensive design review for websites and desktop applications with extensive accessibility analysis.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, o — from…
Manages git operations (branching, committing, pushing) across multi-repo systems with git submodules.
MUST read this skill BEFORE entering generate mode for music tasks. Covers prompt crafting framework, structure syntax, and multi-clip strategy.
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…
Create and refactor HTML5/JavaScript web designs from specifications or descriptions. Generates complete, accessible, responsive web designs with modern frameworks.
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…
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 — from…
Use for five-agent-dev-team secret handling, workflow permissions, Docker safety, dependency audit, local binding, and supply-chain review.