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Audit a drug discovery pipeline for operational efficiency and scientific rigor. Evaluates compound library management, HTS screening workflows, hit-to-lead optimization, ADMET prediction model quality, clinical candidate selection gates, and IND readiness. Use when building or reviewing pharma R&D platforms, cheminformatics pipelines, or screening data management systems.

Add push notifications to my app — set up FCM, APNs, or OneSignal for Flutter, React Native, Expo, or web with permission flows, foreground and background handlers, notification channels, topic subscriptions, deep link routing, and device token management

Sets up and optimizes parallel task workflows for Cursor Composer 2.5. Decomposes multi-step work into concurrent sub-tasks with acceptance criteria, installs complementary skills, and verifies that the parallel output is correct and coherent before committing. Use after upgrading to Cursor Composer 2.5 or when long-running agentic tasks are producing inconsistent results.

Generate design alternatives in Google Stitch with constraints. Tell Stitch what to improve about your UI and get back multiple variations — vibe-based, targeted, or constraint-locked. Use when: 'stitch explore', 'stitch redesign', 'stitch alternatives', 'improve design with stitch', 'stitch variations', 'make it look better with stitch'.

Audit workforce scheduling systems for labor optimization and compliance. Use when you need to evaluate labor demand forecasting accuracy, shift generation and optimization algorithms, skill-based staff routing, FLSA overtime compliance, predictive scheduling law compliance (OR, NYC, Chicago, Seattle), union CBA shift bidding rules, real-time schedule adjustments (call-outs, flex staffing, VTO), c

Analyze and score test coverage across all testing dimensions -- unit, integration, E2E, load, visual regression, contract, and accessibility. Auto-detects tech stack and test infrastructure, runs existing coverage tools, identifies gaps by category, scores each on a 0-10 scale with weighted overall health, and produces a prioritized remediation plan routing to the right testing sub-skill. Use whe

Autonomous design effectiveness evaluation — visual hierarchy, information architecture, emotional resonance, and craft quality. Produces actionable feedback with specific before/after recommendations.

Write human-sounding, SEO-optimized blog posts for skills-hub.ai. Use when: 'write a blog post', 'draft a post', 'update blog', 'blog about', 'write about'. Supports styles: tutorial, deep_dive, opinion, listicle, case_study.

Audit a codebase for product-market fit readiness -- evaluate startup PMF signals, core value loop tightness, feature scatter vs focus ratio, user activation funnel friction, retention hook infrastructure, pricing flexibility, analytics event coverage, CI/CD iteration speed, and growth-stage maturity for pre-seed through Series A products.

Configure device matrix testing across real phones, tablets, and emulators. Sets up Firebase Test Lab, AWS Device Farm, or BrowserStack with smart device selection covering flagships to budget phones, test sharding for parallel execution, flaky test quarantine, and cross-device performance benchmarking. Use when you need to test on multiple devices, validate across screen sizes, catch device-speci

Auto-detects any tech stack, generates and runs exhaustive end-to-end tests. Triggered by "end-to-end tests", "e2e tests", "integration tests", "test the whole app", "generate tests", "test coverage", "write e2e", "run e2e", "full test suite".

HTML-first hi-fi design skill: interactive prototypes, slide decks, animation demos, design variant exploration, visual direction advising, and expert critique. Triggers: make a prototype, design demo, interactive prototype, HTML presentation, animation demo, design variants, hi-fi design, UI mockup, prototype, design exploration, make an HTML page, make a visualization, app prototype, iOS prototy