tinh2

Evaluate therapy outcome measurement systems for rehabilitation and physical therapy. Analyzes functional improvement scoring (MCID, MDC, risk-adjusted residuals), treatment effectiveness comparison by therapist, diagnosis, and facility with case-mix adjustment, discharge readiness prediction (plateau detection, visit utilization trending), patient satisfaction correlation with clinical outcomes,

Generate a complete mobile test suite covering unit, widget, integration, snapshot, accessibility, and platform-specific tests. Auto-detects Flutter, React Native, native iOS (XCTest), or native Android (JUnit/Espresso), then produces tests for models, services, ViewModels, screens, navigation, forms, and pull-to-refresh with proper mocks and golden image comparisons. Runs all tests with a self-he

Chaos engineering analysis that maps every external dependency and I/O boundary, then generates tests for timeouts, connection failures, corrupt responses, disk errors, OOM, partial failures, and rate limiting. Runs the tests and reports which failures crash the app vs degrade gracefully. Use when hardening error handling, testing resilience before launch, finding missing timeouts or retries, vali

Audit an ecommerce checkout flow against the 2026 conversion playbook. Average cart abandonment is 70.22% (Baymard 2026 meta-analysis); the top causes are unexpected shipping costs (48%), forced account creation (24%), complicated forms (18%), and security concerns (17%). The audit measures: step count + page count, express-checkout availability + above-fold positioning (Apple Pay +22.3% conversio

Full design improvement pipeline — syncs your app to Google Stitch, generates alternatives, presents side-by-side comparison, and adopts cherry-picked improvements. Chains stitch-bridge, stitch-explore, and stitch-compare in one invoke. Use when: 'stitch pipeline', 'improve my design with stitch', 'make my app look better', 'stitch redesign everything', 'stitch full pipeline', 'redesign with stitc

Automated WCAG 2.1 AA accessibility testing with axe-core and Lighthouse CI. Auto-detects frontend framework (React, Next.js, Vue, Angular, Svelte, Astro, Flutter, React Native), discovers all routes and interactive components, installs Playwright + axe-core for page-level scanning and jest-axe/vitest-axe for component-level testing. Generates tests for color contrast (4.5:1), alt text, form label

Generate OpenAPI 3.1 documentation from your API codebase. Auto-detects Express, Fastify, NestJS, Django, FastAPI, Flask, Rails, Spring, Go, and more. Extracts routes, request/response schemas, auth requirements, and validation rules. Sets up interactive docs with Swagger UI, Redoc, or Scalar. Use when you need API documentation, OpenAPI spec, Swagger docs, endpoint reference, or REST API docs.

Add file uploads and object storage to my app — set up AWS S3, Google Cloud Storage, Cloudflare R2, or Supabase Storage with presigned URLs, direct browser uploads, multipart chunked uploads, file type validation, lifecycle policies, CORS configuration, and CDN integration

Analyze learning management and training pathway systems for prerequisite mapping, competency-based progression, adaptive sequencing, and credential stacking. Evaluates LMS platforms, SCORM/xAPI compliance, completion prediction models, learning outcome measurement against Bloom's taxonomy, ROI tracking, and workforce development program effectiveness.

Analyze an HR operations system for headcount planning effectiveness, attrition pattern detection, compensation benchmarking accuracy, workforce analytics maturity, and onboarding process optimization. Evaluates HRIS architecture, pay equity compliance, predictive attrition models, and people analytics governance against SHRM standards. Use when auditing HR tech platforms, building workforce plann

Audit financial reconciliation workflows -- evaluate automated transaction matching engines, intercompany balance reconciliation, suspense and clearing account health, variance root-cause investigation, and close calendar integration. Covers bank reconciliation, subledger-to-GL matching, IC elimination for consolidation, balance sheet substantiation, and reconciliation quality metrics using BlackL

Audit a manufacturing energy management system for monitoring quality, cost optimization, and compliance. Evaluates power metering infrastructure, energy baseline and EnPI calculations, peak demand management and load shifting, renewable energy and battery storage integration, GHG Protocol carbon footprint tracking (Scope 1/2/3), energy cost optimization, and ISO 50001 compliance. Use when buildin