Automated feature demo video production using Playwright E2E tests. Scenario design, recording configuration, implementation patterns, and quality checklists for product demos and…
The definitive guide to chaining, composing, and layering multiple skills together for complex multi-phase tasks.
Comprehensive command-line expertise across Bash, PowerShell, Windows CMD, and cross-platform terminal operations for maximum productivity and system control.
The definitive end-to-end pipeline for creating the highest quality portable AI skills. Orchestrates six individual skills in sequence — each run fully, separately, and in its…
Retention strategy, re-engagement, and churn prevention. Retention analysis frameworks, re-engagement trigger design, gamification elements, habit formation design, and loyalty…
Guides ISO 27701 Privacy Information Management System implementation extending ISO 27001/27002. Covers Clause 5 PIMS-specific requirements, Clause 6 PIMS guidance for ISO 27002,…
Deploy differential privacy in production systems including epsilon selection strategies, noise calibration with Laplace and Gaussian mechanisms, privacy budget tracking,…
Repository structure design, optimization, and audit. Directory design, docs/ layout (PRD, specs, ADR), test/script organization, anti-pattern detection, and migration planning…
Three-phase architecture design review pipeline: Architect creates initial design, Refiner improves it, Critic challenges it.
Addresses healthcare AI privacy at the intersection of HIPAA and the EU AI Act for clinical decision support systems.
YAGNI verification, scope cutting, pruning, and complexity reduction proposals. A 'subtraction' agent that questions the justification for every code, feature, process, document,…
Use when clarifying fuzzy boundaries, defining quality criteria, teaching by counterexample, preventing common mistakes, setting design guardrails, disambiguating similar…
Apply meta-principles of software craftsmanship: DRY, orthogonality, tracer bullets, and design by contract.
Optimize web performance through network protocols, resource loading, and browser rendering internals.
Build empowered product teams using discovery and delivery dual-track. Use when the user mentions "product discovery", "empowered teams", "feature factory", "product roadmap",…
Route to the right mental model based on your domain and problem type. The single entry point for all thinking skills.
Generate a comprehensive, AI-optimized summary of the current AI session. Use when the user asks to summarize this chat, create a session summary, generate a handoff document,…
Use when a five-agent-dev-team automation opens, updates, labels, or hands off a pull request.
Use when designing complete GraphRAG systems that combine graph retrieval with LLM reasoning. Invoke when user mentions GraphRAG system, technology stack, Neo4j with LLM,…
Create unified specification packages across Business, Development, and Design teams. Staged elaboration (L0 Vision → L1 Requirements → L2 Team Detail → L3 Acceptance Criteria) to…
Systematic questioning framework to deepen understanding, challenge assumptions, and uncover hidden beliefs.
Use when stakeholders have conflicting priorities and need alignment, suspect decision blind spots from single perspective, need to pressure-test proposals before presenting, want…
A meta-skill for radical creativity, lateral thinking, idea synthesis, conceptual blending, bisociation, mind mapping, and finding unexpected connections between disparate ideas.
Implementation guide for secure multi-party computation enabling privacy-preserving analytics across organizations.
Apply Kahneman's Dual-Process Theory to recognize when to trust intuition vs engage deliberate analysis.
Implement the NIST Privacy Framework GOVERN function covering GV.AT awareness and training, GV.MT monitoring and review, GV.PO policy development, and GV.RR roles and…
Use when designing or implementing chaos engineering experiments to verify system resilience under failure conditions.
Implements strict data minimization and retention limits for children''s personal data under GDPR Art. 5(1)(c), Recital 38, UK AADC Standard 8, and COPPA Section 312.7.
Use to convert probabilities into decisions (bet/pass/hedge) and optimize scoring. Invoke when need to calculate edge, size bets optimally (Kelly Criterion), extremize aggregated…
Manage software complexity through deep modules, information hiding, and strategic programming. Use when the user mentions "module design", "API too complex", "shallow class",…
Patterns for building design system components using Surface primitives, CVA variants, and consistent styling.
Use when selecting, copying, adapting, or applying a curated DESIGN.md file for a project UI, brand-style reference, or design-system brief.
Talk to customers without leading them using Mom Test rules: discuss their life not your idea, ask about specifics in the past, and talk less.
Gas Town × DOK Framework - A two-dimensional model for analyzing AI collaboration maturity and cognitive complexity to reveal growth opportunities.
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…
Make order-of-magnitude estimates for unknown quantities by decomposing into known or estimable factors.
Use when proposing new features/products, documenting product requirements, creating concise specs for stakeholder alignment, pitching initiatives, scoping projects before…
Use when an AI skill, MCP client, or automation needs browser-based web retrieval, JavaScript page loading, scraping, form interaction, markdown extraction, semantic DOM…
Design and implement Purpose-Based Access Control (PBAC) architecture including purpose ontology definition, policy engine configuration, audit logging of purpose verification at…
Use when working with Google NotebookLM through jacob-bd/notebooklm-mcp-cli: listing or creating notebooks, adding sources, querying notebooks, generating audio or studio…
Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables, spacing/typography scales, component — from…
Engineer professional-grade brand logos using geometric primitives and negative space — generates minimalist, scalable vector-style marks via muapi.ai
Use when aggregating local files, directories, GitHub repositories/issues/PRs, documentation pages, PDFs, arXiv/DOI/PMID sources, YouTube transcripts, stdin, or clipboard text…
Scaffolds a production-ready Next.js turborepo with TypeScript, Tailwind CSS, the shadcn/ui CLI, Blode UI components from the ui.blode.co registry, blode-icons-react, Oxlint,…
Use when updating five-agent-dev-team swarm state, ledger entries, blockers, or next-stage handoffs.
Red team engineering agent. Designs attack scenarios, builds threat models, applies MITRE ATT&CK/OWASP frameworks, runs Purple Team exercises, and performs AI/LLM red teaming.
Official GSAP skill for gsap.utils — clamp, mapRange, normalize, interpolate, random, snap, toArray, wrap, pipe.
Use when managing project uncertainty through structured risk tracking, identifying and assessing risks with probability×impact scoring (risk matrix), assigning risk owners and…
Conducts privacy auditing of AI models including training data extraction testing, membership inference attacks, model inversion testing, and attribute inference assessment.
Conduct LINDDUN privacy threat modeling across all seven categories: Linking, Identifying, Non-repudiation, Detecting, Data Disclosure, Unawareness, and Non-compliance.
Analyze websites and domains using SimilarWeb traffic data. Get traffic metrics, engagement stats, global rankings, traffic sources, and geographic distribution for comprehensive…
Determines controller-processor relationships for AI services and conducts privacy due diligence. Covers SaaS AI (processor), embedded AI (joint controller), API-based AI…
Pre-change impact analysis agent. Evaluates change risk across vertical (dependency chains, affected files) and horizontal (pattern consistency, naming) dimensions.
A comprehensive planning skill covering project planning, strategic planning, sprint planning, scenario planning, contingency planning, roadmapping, resource allocation, milestone…
Choose the right mental model for the problem at hand. Use when facing new problems, when current approaches fail, or when you need to match tool to context.
Update beliefs systematically based on new evidence using probabilistic reasoning. Use when estimating probabilities, learning from data, or making decisions under uncertainty.
Standards compliance assessment and gap analysis agent. Evaluates codebases against OWASP/WCAG/OpenAPI/ISO 25010 and other standards, detects violations, and provides actionable…
Complete CCPA/CPRA compliance implementation covering California Civil Code §1798.100-199. Includes consumer rights framework, business obligations, service provider and…
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…
Implement the NIST Privacy Framework IDENTIFY function including ID.BE business environment, ID.DA data actions, ID.IM improvement, and ID.RA risk assessment subcategories.