All Skills

Tips and guidelines for creating wireframes that drive accurate specifications via the Meta-Loop process

Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running operations, or decoupling work from request/response cycles.

Iteratively build multi-page websites using Stitch. Reads next-prompt.md (the baton), generates the next page with Stitch MCP, integrates it into the site, then updates next-prompt.md to continue the loop. Works with stitch-design-md and stitch-ui-prompt-architect for consistent multi-page output.

Use for merging base into feature branch with conflict resolution.

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

Final frontend step in the SSDAM execution chain. Reads frontend-design and directly implements frontend code (Svelte components, stores, API client, routes, tests) in the project root. This skill is for Cursor AI agent autonomous execution.

--- name: yfiles-nodestyle-interaction description: This skill should be used when the user asks to "implement hit testing", "add custom click area", "implement isHit", "implement getOutline", "fix edge cropping", or mentions "hit testing", "isHit", "getOutline", "edge cropping", or "edge connecti

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

Cluster proteins into orthogroups and derive pangenome matrices.

Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.

Create documentation based on user needs. Use when writing guides, API docs, architecture docs, or any project documentation.

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.

Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Use when the user provides Figma URLs or node IDs and asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection. Do NOT use for general Figma data fetching, variable exploration, or MCP troubleshooting (use figma instead).

Use to coordinate agent delegation before spawning agents or creating teams.

Systematically diagnose and fix bugs through triage, reproduction, root cause analysis, and verified fixes. Use when resolving bugs, errors, failing tests, or investigating unexpected behavior.

Frontend-specialised design skill. Reads architecture-design (required) and backend-design (optional) to produce a complete frontend specification: pages, component tree, state management, API integration, and routing. Its output drives frontend-implementation.

Use for new projects, features, or major refactoring. Phases: Requirements → Architecture → TDD → Implementation → QA.

Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and visibility based on how the recommendation system ranks content.

Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.

Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.

Performance optimization patterns for Next.js applications. Covers bundle analysis, React rendering optimization, database query optimization, Core Web Vitals, image optimization, and caching strategies.

Safety practices and recovery techniques for Git. Covers reflog usage, reset vs revert strategies, recovering lost commits, undoing mistakes, and preventing data loss. Helps AI agents safely navigate Git operations and recover from errors.