tinh2

Add strategic color to monochromatic or dull interfaces using oklch for perceptually uniform palettes. Generates harmonious color systems with automatic light/dark variants and accessible contrast ratios.

Complete autonomous design overhaul — tears down dated patterns and rebuilds with modern CSS, proper tokens, purposeful motion, and production-grade quality. The nuclear option for ugly interfaces.

Audit a 911 dispatch or emergency response system for operational reliability and compliance. Evaluates call routing and intake (E911/NG911), unit recommendation algorithms, AVL and response time tracking, mutual aid coordination, GIS integration, ICS/NIMS compliance, and mass casualty incident capabilities. Use when building or reviewing CAD systems, PSAP software, dispatch platforms, or emergenc

Pre-launch quality gate for games: audit rendering and memory performance against platform budgets, run QA for crash-causing defects and platform certification blockers, review accessibility for CVAA and platform compliance, test security against cheating and save tampering, and evaluate UX for onboarding and settings completeness. Use before submitting to app stores, console certification, or pub

Set up DNS records, SSL/TLS certificates, subdomains, SPF/DKIM/DMARC email authentication, and health-check failover routing for Route53, Cloudflare, or GCP Cloud DNS — with optional Terraform output

Generate a production-grade Product Detail Page (PDP) optimized for the 2026 conversion benchmarks — 4-8% target vs 1.5-3% average. Outputs: F-pattern visual hierarchy with hero image grid + lifestyle shots + video placeholder, social proof block (reviews/ratings — products with 5+ reviews convert 270% better), trust signals (returns/shipping/security), mobile-first responsive markup (73% of ecomm

Autonomous SEO + AI-search optimization agent for 2026. Audits and fixes technical SEO, on-page metadata, structured data, Core Web Vitals (LCP/INP/CLS), llms.txt, Generative Engine Optimization (GEO) for ChatGPT/Perplexity/AI Overviews, E-E-A-T author signals, programmatic SEO for catalog sites, and AI-crawler config. Reports findings + applies fixes.

Audit ML experiment tracking infrastructure for reproducibility gaps, parameter logging completeness, metric capture, artifact management, and pipeline orchestration. Covers MLflow, Weights and Biases, DVC, Sacred, Neptune, Hydra configs, model registries, and produces a reproducibility scorecard (0-30) with actionable fixes for data science teams.

Review healthcare software for operational efficiency: appointment scheduling and resource allocation, clinical workflow burden (order entry clicks, documentation templates, alert fatigue), EHR/LIS/pharmacy/PACS integrations (HL7v2, FHIR, NCPDP SCRIPT, EDI 837/835), patient flow (ADT, bed management, wait times, throughput), quality reporting (CMS, HEDIS, MIPS), staff credentialing and workload ba

Verify database migrations are safe before running them. Checks that migrations apply cleanly, reverse cleanly, preserve data integrity, are idempotent, and will not lock tables or cause downtime on large datasets. Supports Prisma, Knex, Alembic, Django, ActiveRecord, Flyway, TypeORM, Sequelize, and raw SQL. Use when you need to review migrations, check migration safety, validate schema changes, a

Set up automated releases with semantic versioning, changelog generation, and package publishing. Configures semantic-release, changesets, release-please, goreleaser, or cargo-release based on stack. Generates GitHub Actions CI workflow for automated version bumps, git tags, and npm/PyPI/crates.io publishing. Use when you want automated versioning, need to publish packages, want changelogs from co

Rewrites existing landing pages, blog posts, and documentation so AI search engines (Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini) cite them. Applies the 2026 AEO pattern: 40-80 word direct answer at top, 4-intent classification (definitional / process / comparative / decision), Article + FAQPage + Organization schema, verified authorship, entity-consistent claims. Use when an existing