Use when when you have processed scATAC-seq data (peak calling complete, cell-barcode matrix generated) and need to register it into ArchR for downstream multiome analysis…
Use when after differential peak analysis (tl.diff_test) has identified peaks that differ in accessibility across cell types or conditions.
End-to-end ATAC-seq workflow from FASTQ files to differential accessibility and TF footprinting. Covers alignment, peak calling with MACS3, QC metrics, and optional TOBIA — from…
Use when writing or auditing the related-work and positioning of an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems paper — covering the systems…
Design-to-implementation pipeline orchestrator for the code-to-visual-to-code closed loop. Use when a request spans design extraction, prototypes, visual assets, slides, and…
Product management expertise for story creation, backlog management, validation, and release coordination
Generate a polished HTML presentation page and Obsidian Canvas for big releases — new products, takeovers, major migrations. Non-technical audience.
Skill do projeto Atlas Voice. Use sempre que o JP mencionar fases, roadmap, próximos passos, expansão, visão do projeto, ou quando for tomar decisões sobre o que construir a…
Orchestrator-workers variant of atom-audit. Dispatches N Haiku workers (3-5 atoms each) to audit every atom under packages/design-system/src/atoms/ in parallel against…
Use when you have a trained GNN model for molecular property prediction (such as CCS) and need to understand which atomic and bond features are most influential in driving…
Atomic Design component organization pattern for React Native mobile applications. Use when creating new components with proper accessibility and touch targets.
Planning-phase visual comparison aid. Renders 2-4 side-by-side variants per decision dimension as a single throwaway, self-contained HTML file and captures the user's pick as…
Cross-check attune source-of-truth docs (prd.md, techspec.md, designsystem.md, attune-cards.md) before edits to keep changes scoped to V1 goals and the approved design system.
Perform comprehensive audit of interface quality across accessibility, performance, theming, and responsive design.
\"Run comprehensive accessibility audit on current page. 全面審現頁無障礙性. Use when: audit accessibility, check WCAG compliance, find a11y issues, test screen reader support, review ARIA…
Automated WCAG 2.2 accessibility audit using Playwright browser MCP to crawl every page, inject axe-core via browser_evaluate, test keyboard navigation, check color contrast, ARIA…
Audits and fixes markup/JSX for WCAG 2.2 AA compliance — alt text, ARIA, heading order, contrast, keyboard nav, focus management; used before shipping UI or preparing an a11y…
Audit AI-generated or AI-shaped backend/general code diffs for duplicate helpers, over-defensive control flow, broad exception wrappers, speculative scaffolding, comment/docstring…
Audit AI-generated or AI-looking frontend implementations, UI screenshots, and design diffs for generic AI aesthetics, card/gradient/font tells, weak UX copy, accessibility gaps,…
Read-only audit of product-analytics instrumentation: event taxonomy, funnel completeness, consent-gated firing, dead/duplicate/phantom events.
Audit a single Vue component in this library against accessibility, prop naming, TypeScript, and Vue 3 best-practice checklists.
Audit and repair Claude Code discovery symlinks for skills, agents, and teams. Compares registries against .claude/ directories at project and global levels, detects missing,…
Audit frontend code for hardcoded values, console.log, TypeScript strict, dead imports, design tokens, accessibility
Use when reviewing or changing a React, Next.js, Tailwind, or shadcn interface and you need evidence-backed findings for accessibility, hierarchy, tokens, states, and responsive…
Uses Lynis to run an on-host security audit and turn the findings into a prioritized hardening checklist for an agent or operator.
Audit a PRD file against Walter's completeness checklist — testable acceptance criteria, measurable success criteria, explicit out-of-scope, owned open questions, verification…
Check prompt files for quality issues — wasted tokens, poor positioning, vague instructions. Use when reviewing changes to commands, skills, agents, SKILL.md, or any .md…
Audit-and-fix linearized mobile layouts at every breakpoint — desktop is not a wide phone. Use when "responsive audit", desktop looks stacked/stretched, no max-width, breakpoint…
Produces structured U.S. legal audit summaries that distill compliance findings into executive-ready risk prioritization and remediation plans, covering likelihood/impact scoring,…
Audit a project's theme, design tokens, and colour accessibility — WCAG contrast across every theme, focus indicators, and design-system hygiene (hardcoded colours bypassing…
Cross-page UX audit for user stories, task completion, and information architecture — the layer audit-ux (per-page heuristics) doesn't cover.
Audit a Studio-backed WordPress site for performance, accessibility, and visible frontend quality issues, then recommend or validate improvements.
Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roa — from…
Product visuals — hero shots, demos, screenshots, landing-page panels — must reproduce the real product, not a stylised poster of it.
Create, revise, retrofit, audit, or verify product documentation — pack READMEs, journeys, tutorials, how-to guides, reference pages, and explanations.
Writes Gherkin .feature files from a user story so non-technical stakeholders can sign off on behavior. Use before implementing any user-visible behavior change.
Autonomous AI coding loop (Ralph Wiggum methodology). Use when running AI agents in unattended/autonomous mode to independently select and complete tasks from a structured task…
根据用户描述生成高质量绘图 prompt，并按通用、roadmap、schematic 模式调用 gpt-image-2 或 Nano Banana/Gemini 图片模型 API；第 2 轮起基于上一轮 PNG 做 image-to-image 微调，迭代出满足视觉要求的 PNG 结果。
Ralph Loop 기반 자율 개발 루프. Stop Hook이 세션 종료를 가로채어 PRD 항목을 하나씩 완료하며 자동 커밋한다. 트리거: "autodev", "자율 개발", "밤새 돌려", "랄프 루프", "ralph loop", "자동 개발" 안티-트리거: "직접 구현해", "한번만 해", "수동"
Ralph Loop 병렬 버전. 여러 에이전트가 worktree에서 동시에 PRD 항목을 처리한다. 트리거: "병렬 실험", "autodev parallel", "동시에 실험", "워크트리 실험", "병렬 랄프" 안티-트리거: "순차 실험", "하나씩"
Use when when you have raw or processed direct-infusion MS (DI-MS) or ASAP-MS spectra as mz/intensity pairs and need to rapidly identify salient peaks for species authentication,…
Feature-rich Stable Diffusion Web UI for image generation. Supports txt2img, img2img, inpainting, outpainting, LoRA, extensions, upscaling, and batch processing.
Automates terminal sessions in tmux windows using MCP tools. Use when launching background processes, monitoring builds/servers, sending commands to debuggers (pdb/gdb),…
Ordnet automatisierte Accessibility-Scans mit axe, Lighthouse, Pa11y oder ähnlichen Tools ein. Erklärt Treffer, False Positives, False Negatives, manuelle Nachprüfung und…
When the user wants to optimize automotive manufacturing supply chains, manage tier suppliers, implement JIT production, or handle automotive-specific logistics.
Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid autoplaying media.
Audits an Avalonia C# application or project path for performance issues (UI thread blocking, excessive bindings, missing virtualization, memory leaks via event handlers, sync I/O…
Use when designing or polishing the visual quality of an Avalonia app — choosing themes, building a design system, crafting beautiful screens, improving accessibility, motion,…
Audits UI and markup for accessibility (WCAG 2.1/2.2, keyboard, screen readers) and suggests concrete fixes.
Audits agentic products for tool parity, authority, approval payloads, recovery, and trust using 27 rules and a ship verdict.
Deep integration with axe-core for automated accessibility testing. Execute accessibility scans, interpret WCAG violations, generate compliance reports, and integrate with…
axe-core is the industry-standard accessibility testing engine by Deque Systems that automatically detects WCAG 2.0, 2.1, and 2.2 violations in web interfaces.
Accessibility testing and remediation using the axe MCP Server. Use when creating or modifying UI code (HTML, JSX, TSX, Vue, Svelte, CSS) to ensure accessibility compliance.
iOS Simulator automation using AXe CLI for touch gestures, text input, hardware buttons, screenshots, video recording, and accessibility inspection.
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store accessibility review.
Use when fixing VoiceOver issues, Dynamic Type violations, color contrast failures, touch target problems, keyboard navigation gaps, or Reduce Motion support - comprehensive…
Use when the user mentions accessibility checking, App Store submission, code review, or WCAG compliance.
Use when the user mentions UX flow issues, dead-end views, dismiss traps, missing empty states, broken user journeys, or wants a UX audit of their iOS app.
Use when automating iOS Simulator UI interactions beyond simctl capabilities. Reference for AXe CLI covering accessibility-based tapping, gestures, text input, screenshots, video…
Reference — Comprehensive Apple Human Interface Guidelines covering colors (semantic, custom, patterns), backgrounds (material hierarchy, dynamic), typography (built-in styles,…