ultrathink-oss

Unified design foundations — design system architecture, tokens, component specs, visual principles, creative vision, figma integration, plus brand design system loader (66 real brands via DESIGN.md). Absorbs design, design-system, design-systems, design-principles, design-router, creative-vision, figma, design-md.

Render, summarize, and present markdown documents and structured content in multiple output modes

Ultra UI skill - combines Google's DESIGN.md spec (machine-readable design tokens) with the ui-ux-pro-max knowledge base (91 styles, 161 palettes, 73 font pairings, 161 products, 104 UX guidelines, 25 chart types). Generates lint-clean DESIGN.md files, validates token references and WCAG contrast, exports Tailwind/DTCG tokens, and diffs design systems version-over-version.

Initialize UltraThink capabilities in the current project directory

Org-Bench Google-bipartite winning mechanism — the 4-section design-doc gate that every non-trivial change passes through. Use when the Director defines new work, when an Integrator reviews a lane (code/quality/devops), when the Director approves, or when a Worker is about to start coding and needs the spec. Tools live in the `design-doc` MCP server. Triggers on phrases like "design doc", "design review", "approve revision", "lane verdict", "what does this issue require", "is this approved yet".

Web scraping with anti-bot bypass (Cloudflare Turnstile etc.), stealth headless browsing, adaptive selectors, and concurrent crawls. Use when the user asks to scrape, crawl, or extract data from websites; the built-in WebFetch fails; the target has anti-bot protections; or the work needs JavaScript rendering. Prefers the registered MCP tools (mcp__scrapling__*) over raw Python so token cost stays low.

SEO for web apps — metadata, structured data, sitemaps, robots.txt, Core Web Vitals, E-E-A-T. Auto-loads framework-specific references.

Advanced UI/UX design intelligence — InuVerse edition. 84 styles, 160 palettes, 73 font pairings, 161 product types, 98 UX guidelines, 25 chart types across 16 stacks. Absorbs ui, ui-design, ui-styling, ui-ux-pro, ui-design-pipeline, stitch, web-design-guidelines. Routes all UI structure/visual/interaction work.

MCP tools for UltraThink memory — save, search, recall, link, Tekiō

Loop patterns for autonomous agent work including sequential pipelines, watch loops, infinite agentic loops, PR loops, de-sloppify, and RFC-driven DAGs.

Cost optimization for LLM pipelines including model routing, prompt caching, token budgets, and retry logic for Claude API usage.

Start the UltraThink dashboard web UI

Extract reusable patterns from the current session and store as Tekio adaptations or memories

MiroFish swarm intelligence — dual-mode: (1) web research swarm with parallel WebSearch, (2) prediction/forecasting engine with multi-agent perspective simulation, scenario modeling, and probability-weighted outcomes.

Monorepo configuration — shared configs, package publishing, internal packages, versioning strategies, Git optimization (sparse checkout, worktrees, LFS)

Next.js 15 App Router deep dive — React Server Components, Server Actions, Suspense streaming SSR, Error Boundaries, parallel and intercepting routes, data prefetching, edge functions, Vercel deployment patterns, and performance best practices. Absorbs server-components, server-actions, suspense, error-boundary, parallel-routes, intercepting-routes, prefetch, edge-functions, vercel, vercel-react-best-practices.

Archive completed plans, extract lessons learned, and write journey journals to long-term memory

React patterns, hooks, state management, performance optimization, component architecture, TypeScript patterns for components, and data fetching. Absorbs component-patterns, typescript-frontend, typescript-patterns, state-management, zustand, jotai, swr, tanstack-query.

Full SaaS project scaffolding. One prompt → Next.js 15 app with auth, billing, DB schema, UI components, API routes, email, and CI/CD. Chains bootstrap + better-auth + stripe + drizzle + nextjs + resend + cicd. Outputs a production-ready repo structure.

Get Shit Done — spec-driven development pipeline with XML-structured plans, wave-based parallel execution with fresh-context agents, goal-backward verification, and lightweight ad-hoc quick mode with composable flags. Single skill containing plan/execute/verify/quick modes as sub-workflows.

AI agent architecture, tool use, memory systems, multi-agent orchestration, and safety patterns

Image/vision analysis, generation prompt crafting, and multimodal AI workflow orchestration

Unified API design + ops toolkit — REST/GraphQL design with OpenAPI specs, error handling (RFC 7807, codes, retry-after), versioning (URL/header/query, deprecation, migration), caching (HTTP headers, ETag, SWR, CDN), rate design, throttling, API gateway routing, request composition/aggregation. Single entry point for API contract + operational concerns.

Full codebase audit orchestrator covering security, code quality, performance, and accessibility analysis with prioritized findings.

Authentication patterns including JWT, sessions, OAuth 2.0, OIDC, passkeys, RBAC, and multi-factor authentication

AWS services including Lambda, S3, DynamoDB, CloudFormation, CDK, IAM, and serverless architecture patterns

Better-Auth library integration for authentication with social providers, sessions, RBAC, and organization management

New project scaffolding orchestrator that sets up a complete project from scratch with the right stack, structure, configuration, and initial code.

Unified brand identity pipeline — brand voice, visual identity, messaging frameworks, asset management, brand consistency, plus full brand kit generator (strategy → color palette → typography → CSS tokens → guidelines). Pipeline: creative vision → brand strategy → full kit.

Design and implement caching strategies across all layers — in-memory, distributed (Redis/Memcached), CDN, HTTP cache headers, and application-level memoization

Browser automation, debugging, performance profiling, and DevTools-driven diagnostics via Playwright

Cloudflare Workers, Pages, D1, R2, KV, Durable Objects, DNS, and edge computing patterns

Unified CMS + content-layer toolkit — Payload CMS (collections, globals, access control, Lexical rich text), Sanity.io (GROQ, structured content, real-time), Contentlayer (type-safe content collections), MDX (@next/mdx, mdx-bundler, remark/rehype plugins), Tiptap (headless rich-text editor on ProseMirror). Single entry point for content-driven apps.

Unified commerce + payments toolkit — Stripe integration (Checkout, subscriptions, webhooks, Connect, payment intents), subscription billing/metering/invoicing, e-commerce patterns (cart, inventory, pricing, order lifecycle), Shopify Storefront + Admin API with headless commerce, affiliate commission calculation. Full revenue stack.

Unified content writing toolkit — long-form (SEO blog articles, how-to tutorials, comparison posts, listicles), short-form (viral social posts, reddit posts, twitter threads, tiktok scripts), paid ad copy, email sequences, and content repurposing. Channel-aware. Single entry point for any copywriting task across formats and platforms.

Token overhead audit for UltraThink context window. Inventories skills, MCPs, hooks, and rules to detect bloat and optimize token usage.

Context window optimization, token budget management, and information compression for AI-assisted workflows

Unified CSS/styling foundations — CSS architecture (modules, CSS-in-JS, cascade layers, container queries), CSS custom properties (design tokens, theming, runtime manipulation), CSS Grid (templates, auto-placement, subgrid), dark mode implementation, responsive design patterns (fluid typography, container queries, aspect ratios), general animation patterns, Framer Motion, Tailwind animate plugin.

Database schema design, normalization to BCNF, entity-relationship modeling, indexing strategies, and migration planning

Unified database operations toolkit — B-tree/GIN/GiST/partial/composite indexing, seeding and fixtures, transaction patterns (isolation levels, sagas, distributed), backup strategies (pg_dump, WAL, PITR), query optimization (EXPLAIN ANALYZE, materialized views), replication (read replicas, streaming, logical), migration patterns (zero-downtime, expand-contract, backfill), connection pooling, sharding, partitioning. Vendor-agnostic DB ops.