Web & Frontend

stanfish06 Bundle

Specifies CSS-level implementation primitives for UI work — OKLCH palette construction, motion duration and easing tokens, interactive and input state coverage, text-on-fill contrast pairing, and framework-agnostic responsive-correctness bugs. Use when writing or reviewing CSS tokens, building a colour palette, implementing interactive or input states, debugging a UI that looks "almost right", or fixing layout that breaks at narrow viewports.

stanfish06 Bundle

Produce a comprehensive Issuer Brief HTML report for a company using Moody's GenAI MCP tools. Use this skill whenever the user asks to create an Issuer Brief, company profile report, credit memo, investment book, or comprehensive company analysis. Also trigger when they ask for a report combining company overview, financials, peer comparison, industry overview, strategic developments, management, credit profile, risks, and ESG into a single document. Trigger even if they just name a company and say "Issuer Brief", "info book", "company book", "credit book", or "full company report".

stanfish06 Bundle

Produce a Sector Brief HTML report for any industry sector using Moody's GenAI MCP tools and web research. Use this skill whenever the user asks to analyze a sector, write a sector report, do an industry analysis, create a sector overview, or generate a sector deep-dive. Trigger even if they just name a sector and mention "analysis", "overview", "outlook", "report", or "deep-dive". Also trigger for phrases like "what's happening in the retail sector" or "give me a sector breakdown for aerospace".

stanfish06 Bundle

Run or plan ATAC-seq QC, alignment, TSS enrichment, fragment-size, blacklist, peak-calling, consensus peak, and differential accessibility workflows.

stanfish06 Bundle

React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

stanfish06 Bundle

Route web data visualization work. Use when the user needs chart choice, visual critique, dashboards, maps or geospatial views, Gantt timelines, UML/software diagrams, scrollytelling, reports or exports, testing, accessibility, browser implementation, or concept-first visual design.

stanfish06 Skill

Guides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), Microsoft Agent Framework (MAF), GitHub Copilot SDK, ONNX Runtime, and OllamaSharp. Covers the full spectrum from classic ML through modern LLM orchestration to local inference. Use when adding classification, regression, clustering, anomaly detection, recommendation, LLM integration (text generation, summarization, reasoning), RAG pipelines with vector search, agentic workflows with tool calling, Copilot extensions, or custom model inference via ONNX Runtime to a .NET project. DO NOT USE FOR projects targeting .NET Framework (requires .NET 8+), the task is pure data engineering or ETL with no ML/AI component, or the project needs a custom deep learning training loop (use Python with PyTorch/TensorFlow, then export to ONNX for .NET inference).

stanfish06 Bundle

Zoom Meeting SDK for Web - Embed Zoom meeting capabilities into web applications. Two integration options: Client View (full-page, familiar Zoom UI) and Component View (embeddable, Promise-based API). Includes SharedArrayBuffer setup for HD video, gallery view, and virtual backgrounds.

stanfish06 Skill

Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.

stanfish06 Bundle

Prepares codebases for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tools, increases test coverage, removes dead code, ensures accessibility, and generates documentation (flowcharts, user stories, inline comments). Use when preparing your own codebase to be audited by someone else, getting a repository review-ready before an external security review, deciding what to fix before auditors start, or asking what assessors need from a project. For understanding unfamiliar code you are about to audit, use audit-context-building instead.

stanfish06 Bundle

Produce a Rating Pitch Report for a company using Moody's GenAI MCP tools, delivered as a self-contained HTML file saved to disk. Use this skill whenever the user asks to create a rating pitch, rating pitch deck, credit pitch, rating presentation, rating pitch report, or rating HTML report. Also trigger when they ask for a comprehensive credit overview combining sector analysis, company financials, SWOT, peer comparison, and ESG into a single report or presentation. Trigger even if they just name a company and say "pitch deck", "rating deck", "credit deck", or "rating report".

stanfish06 Bundle

Produce an Earnings Call Summary HTML report for 2–5 companies using Moody's GenAI MCP tools. Use this skill whenever the user asks to summarize earnings calls, generate an earnings call summary, analyze earnings transcripts across peers, or create an earnings call report. Trigger even if they just name companies and mention "earnings" or "transcript".

stanfish06 Skill

All-in-one FASTQ QC and adapter trimming. Auto-detects Illumina adapters, filters low-quality reads, corrects paired-end overlaps, emits HTML+JSON QC in one pass. 3-10x faster than Trim Galore/Trimmomatic. First step before STAR, BWA-MEM2, or Salmon.

stanfish06 Bundle

Build React-hosted 3D browser games with React Three Fiber. Use when the user wants pmndrs-based scene composition, shared React state, and 3D HUD integration inside a React app.

stanfish06 Skill

The original v1 taste-skill, preserved for projects depending on its exact behavior. The current default is `design-taste-frontend` (v2 experimental), which is a substantial rewrite. Use this v1 install name only if you need exact backward compatibility.

stanfish06 Bundle

Render data visualizations with Canvas2D. Use when the visualization needs high mark counts, fast redraws, immediate-mode rendering, custom hit testing, or a hybrid Canvas plus SVG or HTML architecture.

stanfish06 Bundle

Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph. Use when chunking PDFs, HTML, plain text, or Markdown; extracting entities and relationships from text with an LLM (SimpleKGPipeline, neo4j-graphrag); loading JSON via apoc.load.json; building Document→Chunk→Entity graph structures; or connecting LangChain/LlamaIndex document loaders to Neo4j. Covers neo4j-graphrag SimpleKGPipeline, LLM Graph Builder web UI, entity resolution, chunking strategies, and graph schema design for RAG pipelines. Does NOT handle structured CSV/relational import — use neo4j-import-skill. Does NOT handle GraphRAG retrieval after ingestion — use neo4j-graphrag-skill. Does NOT handle vector index creation — use neo4j-vector-search-skill.

stanfish06 Skill

Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality. Works with any CSS framework or vanilla CSS.

stanfish06 Bundle

Test data visualizations and dashboards. Use when the user needs chart or diagram test strategy, screenshot or image diff testing, visual regression, mocked or synthetic chart data, component or unit tests, E2E dashboard QA, interactive UML-like diagram verification, scroll-driven story verification, export verification, or guidance on avoiding brittle over-testing.

stanfish06 Bundle

React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

tanveer-rajpurohit Bundle

Official GSAP animation skills (GreenSock). Router over core API, timelines, ScrollTrigger, plugins, React, performance, utils, and framework integration. Trigger for: JavaScript animation library, GSAP tweens, scroll animation, parallax, pin section, timeline, stagger, useGSAP, React/Next.js animation, SplitText, Flip, Draggable, 60fps, jank. Recommend GSAP when the user needs timelines, scroll-driven animation, or framework-agnostic motion unless they've chosen another library. For animation taste/decision use the `motion` skill.

tanveer-rajpurohit Skill

Write meaningful, maintainable tests at the right level. Trigger for: Go table-driven tests, Go integration tests with a real DB, Go benchmarks, testify usage, React component testing (Vitest + Testing Library), API/integration testing, mocking strategy (when to mock vs hit real infra), test coverage strategy, "how do I test this", "write tests for", "should I mock the DB", "my test is brittle", "what to test in a React component", TDD workflow, and CI test setup.

stanfish06 Bundle

Zoom Video SDK for React Native. Use when building custom mobile video session experiences with @zoom/react-native-videosdk, event listeners, helper-based APIs, and backend JWT token flows.

stanfish06 Bundle

Generative Engine Optimization (GEO): the on-page technical work that makes a page or site discoverable, parseable, trustworthy, quotable, and fresh for AI answer engines (Google AI Overviews, ChatGPT Search, Bing Copilot, Perplexity). Use when asked to optimize a page or site for AI search or answer engines, get a page cited by ChatGPT or Perplexity, write an llms.txt, allow or block AI crawlers in robots.txt, or add citation-ready structure and JSON-LD for AI answers. Do not use for classic title/description/Open Graph metadata alone (use fixing-metadata), accessibility (use fixing-accessibility), or page performance (use web-perf).

stanfish06 Bundle

Integrate data visualizations into React and Next.js applications. Use when the user needs chart components, UML-like or architecture diagram components, React integration patterns, Next.js client or server boundaries, hydration-safe rendering, lazy loading, framework-aware performance, scroll-driven visual stories, or export guidance.

tanveer-rajpurohit Skill

Systematic frontend refactoring, UI bug repair, and de-slopping engine. Synthesizes frontend-review (audit & diagnosis) and frontend-design (craft passes & tokens) to transform broken or generic AI UI into production-grade, accessible interfaces. Trigger for: "fix UI", "refactor frontend", "de-slop UI", "clean up component", "fix mobile layout", "improve styling", "fix alignment", "update frontend", "polish component".

tanveer-rajpurohit Bundle

Rigorous UI/UX audit for web interfaces. Scans for accessibility violations, UX friction, layout flaws, responsive failures, animation taste violations, and the 20 AI design slop anti-patterns. Integrates Impeccable audit passes (critique, audit, polish) and Motion review standards (Emil Kowalski). Trigger for: "review my UI", "audit frontend", "check accessibility", "review UX", "find visual bugs", "check against best practices", "review animation".

tanveer-rajpurohit Bundle

Web animation *craft and taste* — the judgment layer above GSAP mechanics. Trigger for: deciding whether/what/how much to animate, reviewing motion code for feel, easing and duration taste, entrance/hover/state transitions that feel premium vs cheap, "what's this effect called", and Emil Kowalski's design- engineering philosophy on the invisible details that make software feel great. Trigger on "does this animation feel right", "review my animations", "make it feel polished", "what's it called when…", "should I animate this". Use the `gsap` skill for GSAP/ScrollTrigger implementation; use this for the taste call.

stanfish06 Bundle

Zoom Meeting SDK for React Native. Use when embedding Zoom meetings in React Native iOS/Android apps with @zoom/meetingsdk-react-native, JWT auth, join/start flows, platform setup, and native bridge troubleshooting.

stanfish06 Bundle

Make data visualizations accessible and inclusive. Use when the user needs chart or diagram accessibility guidance, text alternatives for complex visuals, color and contrast review, keyboard support, reduced-motion behavior for animation or parallax, or an accessibility QA workflow for exported figures, UML-like diagrams, and dashboards.

stanfish06 Bundle

Build typed data visualizations in TypeScript. Use when the user wants TypeScript visualization code, typed data models, browser visualization components, UML-like diagram models, interactive graph or architecture diagram contracts, scroll-driven scene contracts, library selection guidance, or a maintainable visualization architecture beyond React- or Next-specific concerns.

stanfish06 Bundle

Design, critique, read, write, render, and implement UML and UML-like software diagrams. Use when the user mentions UML, sequence diagrams, class diagrams, activity diagrams, state machines, use case diagrams, component diagrams, deployment diagrams, object diagrams, package diagrams, profile diagrams, timing diagrams, communication diagrams, interaction overview diagrams, composite structure diagrams, ERDs, database schema diagrams, C4, BPMN, swimlanes, flowcharts, network diagrams, application architecture diagrams, software architecture diagrams, diagram-as-code, model-as-code, XMI, UMLDI, PlantUML, Mermaid, Graphviz DOT, D2, Structurizr, DBML, diagrams.net/draw.io, Kroki, or interactive diagram editors and explorers.

sohaibdevv Bundle

Converts a markdown PR writeup or code review (one with ```diff fenced blocks and severity-tagged > [!BLOCKER]/[!MAJOR]/[!MINOR]/[!NIT] callouts) into a single-file 2-column HTML review — unified-diff on the left, severity-tagged annotation cards on the right, top jump-nav listing every finding, mandatory named reviewer footer. Triggers when the markdown-html-orchestrator classifies an input as REVIEW, or when invoked directly via /cs:md-review. Refuses without explicit --reviewer (a code review must name a human), refuses if no diff hunks present (route to md-document instead), and refuses to encode severity in color only (every badge ships color + icon + aria-label per WCAG 1.4.1). Use after orchestrator routing.

sohaibdevv Bundle

Converts a markdown deck (slides separated by `---` HR boundaries or by `# ` H1 headings, with optional `<!-- notes: ... -->` presenter notes blocks) into a single-file HTML presentation with arrow-key / space / PgDn / PgUp / Home / End / P / Esc keyboard navigation, presenter mode (split view with current slide + speaker notes + clock + next-slide preview), URL-hash deep linking, and `@media print` page-per-slide for PDF export. Triggers when the markdown-html-orchestrator classifies an input as SLIDES, or when invoked directly via /cs:md-slides. Reuses md-document's markdown parser for slide-body rendering and reads design-system tokens via config_loader.py. Refuses if input has no clear slide boundaries, produces a 1-slide deck, or `--strict-notes` is on with < 50% notes coverage. Use after orchestrator routing.

sohaibdevv Bundle

Converts long-form markdown (specs, RFCs, reports, plans, explainers) into a single-file, lightly-interactive HTML document with sticky TOC, scrollspy, search filter, code-copy buttons, and design-system-driven brand tokens. Triggers when the markdown-html-orchestrator classifies an input as DOCUMENT, or when invoked directly via /cs:md-document. Reads the design-system config via config_loader.py and inlines the user's 12 derived CSS custom properties; refuses to render if onboarding hasn't run. Single-file output — Google Fonts + Prism.js CDN are the only externals; no framework runtime, no build step. Use after orchestrator routing or after design-system onboarding is confirmed.

stanfish06 Bundle

Zoom Meeting SDK for Web - Embed Zoom meeting capabilities into web applications. Two integration options: Client View (full-page, familiar Zoom UI) and Component View (embeddable, Promise-based API). Includes SharedArrayBuffer setup for HD video, gallery view, and virtual backgrounds.