Skill UI

This comprehensive coach guides users through the entire career lifecycle, from self-assessment and discovering life purpose (Ikigai) to executing advanced job search strategies. It covers writing impactful resumes, mastering salary negotiation, building a strong personal brand, navigating career pivots, and maintaining work-life balance. Ideal for fresh graduates, mid-career professionals, and anyone seeking intentional career direction.

A comprehensive coach guiding developers through the entire SaaS lifecycle: from initial idea and scaffolding (Next.js) to building MVP features, integrating AI, setting up authentication, implementing payment systems (Stripe/LemonSqueezy), and achieving global deployment (Cloudflare/Vercel). Focuses on pragmatic, 'ship first' architecture decisions for solo developers and indie hackers.

A comprehensive mentor for graduate students and early-career researchers, guiding the entire research lifecycle. This skill covers formulating rigorous research questions, designing studies (quantitative, qualitative, mixed-methods), conducting literature reviews, analyzing data, and writing publishable papers. It emphasizes methodological rigor, critical thinking, and ethical considerations.

Provides remote access and management for complex, autonomous laboratory protocols executed on Reconfigurable Automation Carts (RACs). Users can submit and manage protocols for cell-free protein expression (validation/optimization), generate fluorescent pixel art, or utilize the EstiMate AI agent for custom workflow feasibility assessments. Covers the entire lifecycle from protocol selection to final sample delivery.

This comprehensive tool guides the systematic creation of detailed technical specifications. It orchestrates the entire design lifecycle, including context loading, deep discovery and analysis (tailored for new features, extensions, or simple additions), synthesis using established design principles, and generating a boundary-first, structured design draft. Ensures all requirements are mapped to explicit technical components.

Provides complete programmatic integration with the protocols.io API v3. This skill enables full lifecycle management of scientific protocols, including searching, creating, updating, managing steps, handling collaborations, organizing workspaces, and tracking experiments. It is essential for automating laboratory workflows and scientific documentation.

A comprehensive resource detailing the use of scikit-learn, the industry-standard Python library for classical machine learning. Use this skill for the entire ML lifecycle, including supervised tasks (classification, regression), unsupervised tasks (clustering, dimensionality reduction), data preprocessing, model evaluation, and building production-ready pipelines.

A comprehensive guide and toolkit for systematic statistical analysis, covering the entire research lifecycle. Features include test selection guidance (t-test, ANOVA, regression), rigorous assumption checking (normality, homogeneity), power analysis, effect size calculation, and generation of professional, APA-formatted academic reports. Essential for academic researchers and data scientists.

This skill provides an interactive, comprehensive quality review for technical design documents. It systematically validates a feature's readiness for implementation by assessing critical issues, identifying strengths, and providing a clear GO/NO-GO decision with actionable next steps. Ideal for ensuring architectural soundness and catching risks early in the development lifecycle.

A comprehensive guide covering the entire lifecycle of building VS Code extensions, from initial scaffolding to successful Marketplace publication. Learn best practices for Webviews, TreeViews, testing, packaging, and troubleshooting, ensuring compatibility with the latest APIs.

This comprehensive workflow manages the full property lifecycle using the AppFolio API. It handles authentication, creating and updating property records and units, onboarding new tenants, generating lease agreements, and querying real-time occupancy/vacancy data. Ideal for automating core real estate management tasks in a SaaS environment.

Automate the full lifecycle of maintenance work orders within AppFolio. This workflow guides users through creating new work orders from tenant requests, assigning vendors, tracking real-time progress across multiple properties, and finally closing out jobs with detailed cost records and resolutions. It ensures property managers maintain a complete audit trail from initial report to final completion.