Track mistakes and improvement opportunities with 5-whys root cause analysis. Use when Claude makes an error, gives a wrong answer, misunderstands intent, or when you spot a…
A meta-skill for radical creativity, lateral thinking, idea synthesis, conceptual blending, bisociation, mind mapping, and finding unexpected connections between disparate ideas.
Implements technical breach detection capabilities including SIEM integration, DLP alert configuration, anomaly detection rules, and insider threat monitoring.
Classify decisions by reversibility and match decision process to decision type. Use for technology choices, architecture decisions, process changes, and hiring decisions.
Use when performing final quality checks before sharing or publishing writing. Invoke when user mentions pre-publish, final check, ready to publish, last review, quality check…
Comprehensive research methodology combining scholarly research, scientific data analysis, evidence synthesis, source evaluation, and systematic review practices for producing…
Multi-perspective deliberation (Logos/Pathos/Sophia) for architecture arbitration, trade-offs, Go/No-Go, and strategic decisions. Does not write code.
Manus UI compatibility adapter for deploying skills through the gRPC-web API. Packages skills as zips, uploads/deletes/syncs per-project skill sets, and curates domain-relevant…
Create unified specification packages across Business, Development, and Design teams. Staged elaboration (L0 Vision → L1 Requirements → L2 Team Detail → L3 Acceptance Criteria) to…
Use before any five-agent-dev-team automation mutates files, opens PRs, updates branches, or performs Captain integration.
Manage software complexity through deep modules, information hiding, and strategic programming. Use when the user mentions "module design", "API too complex", "shallow class",…
Evaluate decisions by what you give up, not just what you gain. Use for resource allocation, prioritization, build vs. buy choices, and technical debt evaluation.
Improve by removal rather than addition. Focus on what to stop doing, eliminate the negative, and subtract complexity.
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…
Conducts digital forensics investigations following a personal data breach, covering evidence preservation, chain of custody documentation, log analysis, scope determination, and…
Use when working with the local everything-claude-code integration, upstream docs, selective install plans, Claude plugin wiring, or ECC portable skills/rules.
Pre-change impact analysis agent. Evaluates change risk across vertical (dependency chains, affected files) and horizontal (pattern consistency, naming) dimensions.
Production frontend craftsman for React/Vue/Svelte. Handles hooks design, state management, Server Components, form handling, and data fetching.
Design privacy-preserving analytics systems using differential privacy, k-anonymity, l-diversity, and t-closeness.
Use when teams need shared direction and decision-making alignment. Invoke when starting new teams, scaling organizations, defining culture, establishing product vision, resolving…
Build empowered product teams using discovery and delivery dual-track. Use when the user mentions "product discovery", "empowered teams", "feature factory", "product roadmap",…
Creates, reviews, and debugs UI motion and animation implementations. Covers springs, gestures, drag interactions, clip-path reveals, easing, timing, and animation review.
Comprehensive data analysis expertise covering statistical analysis, data visualization, exploratory data analysis, hypothesis testing, machine learning, data cleaning, and data…
Generates folder structures, module contracts, middleware pipelines, and frontend/backend boundaries for TypeScript full-stack applications.
Official GSAP skill for GSAP plugins — registration, ScrollToPlugin, ScrollSmoother, Flip, Draggable, Inertia, Observer, SplitText, ScrambleText, SVG and physics plugins,…
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…
Develops data classification policies with tiered handling (public, internal, confidential, restricted), labeling requirements, enforcement mechanisms, and procedures per tier.
Use when selecting, copying, adapting, or applying a curated DESIGN.md file for a project UI, brand-style reference, or design-system brief.
Use when content must be translated between audiences with different expertise, context, or goals while preserving accuracy but adapting presentation.
Best practices for using the gws CLI with supported Google Workspace services (Drive, Docs, Sheets, Slides). Use when performing any operation with the gws CLI.
Complete CCPA/CPRA compliance implementation covering California Civil Code §1798.100-199. Includes consumer rights framework, business obligations, service provider and…
Start with means, not goals; co-create with partners; leverage contingencies. Use for startup strategy, innovation projects, and uncertain/novel domains where planning is…
Use when planning, organizing, or diagramming the structure of a piece of writing. Invoke when user mentions outlining, organizing ideas, structure planning, article architecture,…
Systematic application of the eight privacy design patterns per Hoepman: minimize, hide, separate, abstract, inform, control, enforce, and demonstrate.
Propose, configure, debug, and maintain Claude Code hooks (PreToolUse/PostToolUse/Stop and other lifecycle events).
Use before the five-agent-dev-team Captain Integrator merges, rebases, labels ready-to-merge, pushes main, or advances main build state.
Architecture patterns for GDPR Article 5(1)(c) data minimization and Article 25(1) data protection by design.
Build generative UI apps with OpenUI and OpenUI Lang — the token-efficient open standard for LLM-generated interfaces.
Guides the combined DPIA and AI Act conformity assessment for AI systems processing personal data. Covers EDPB-EDPS Joint Opinion 5/2021, training data lawfulness under Art.
Think beyond immediate consequences to second and third-order effects. Use for strategic decisions, policy changes, and avoiding unintended consequences.
Official GSAP skill for gsap.utils — clamp, mapRange, normalize, interpolate, random, snap, toArray, wrap, pipe.
Conducts Data Protection Impact Assessments for AI and ML systems per EDPB Guidelines 04/2025 on AI processing.
E2E testing specialist. Playwright/Cypress/WebdriverIO configuration, Page Object design, auth flows, parallel execution, visual regression, a11y testing, and CI integration.
Technical architecture guide for building a multi-purpose consent preference center. Covers per-purpose granularity, easy withdrawal under Article 7(3), version history, audit…
Guides the end-to-end GDPR Data Protection Impact Assessment process under Article 35, including mandatory trigger identification per Art.
Expert-level frontend architect and UI/UX design system integration guide. A minimalist modernist design system that helps seamlessly integrate a precise design system into…
Engineer professional-grade brand logos using geometric primitives and negative space — generates minimalist, scalable vector-style marks via muapi.ai
Optimize web performance through network protocols, resource loading, and browser rendering internals.
Design a Uniswap integration architecture. Use when user is building a project that needs to integrate Uniswap and wants recommendations on integration method (Trading API vs SDK…
Implementation guide for Global Privacy Control (GPC) automated opt-out signal per CPRA Section 1798.135(e).
Test ideas through hypothetical scenarios when empirical testing is impractical. Use for architecture evaluation, edge case analysis, ethics considerations, and strategy…
Guide to implementing homomorphic encryption for privacy-preserving computation under GDPR. Covers scheme selection (BFV, BGV, CKKS, TFHE), Microsoft SEAL, IBM HELib, and Google…
Use when an AI skill, MCP client, or automation needs browser-based web retrieval, JavaScript page loading, scraping, form interaction, markdown extraction, semantic DOM…
Advanced internet search techniques, web content extraction, OSINT methodology, fact-checking, and information synthesis for finding and parsing the best information from the web.
A comprehensive metacognition and meta-thinking skill for monitoring, evaluating, and improving one's own thinking processes in real-time.
Use when five-agent-dev-team GitHub Actions, Gitleaks, Docker, audit, lint, test, or formatting checks fail.
Use when designing complete GraphRAG systems that combine graph retrieval with LLM reasoning. Invoke when user mentions GraphRAG system, technology stack, Neo4j with LLM,…
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…
Game planning and production agent. GDD structuring, game balance math, narrative design, economy design, systems design, player psychology, and production management.
Systematic checklist to identify and counteract cognitive biases in decision-making. Use before major decisions, when evaluating recommendations, or when stakes are high.