Design e Frontend

Guide to KEGG pathway enrichment for DEG results. Covers ORA vs GSEA, mandatory directionality splitting, KEGG organism codes, API failure handling with offline fallbacks, cross-condition comparisons, and answer-first reporting. Consult when running enrichment with clusterProfiler or gseapy.

Framework-specific delta on rest-api-architect — Go stdlib net/http (Go 1.22+ ServeMux, no router) on Go 1.26. Feature layout, struct-tag validation, RFC 7807 errors, JWT or IdP auth, graceful shutdown, OpenAPI via kin-openapi. Read rest-api-architect first for the cross-cutting REST conventions. Use when scaffolding or reviewing a stdlib net/http service.

Convert UI screenshots into working HTML/CSS/React/Vue code. Detects design patterns, components, and generates responsive layouts. Use this when users provide screenshots of websites, apps, or UI designs and want code implementation.

Mollie via Apideck's Proxy API + managed Vault auth — Apideck handles auth and proxies HTTP calls to Mollie's native API. Use when the user wants to call Mollie (no unified API resource mapping). Routes through Apideck with serviceId "mollie".

Design novel protein therapeutics (binders, enzymes, scaffolds) using AI-guided de novo design. Uses RFdiffusion for backbone generation, ProteinMPNN for sequence design, ESMFold/AlphaFold2 for validation. Use when asked to design protein binders, therapeutic proteins, or engineer protein function.

Standardize requirement/feature changes in an existing codebase (especially Chrome extensions) by turning "改需求/需求变更/调整交互/改功能/重构流程" into a repeatable loop: clarify acceptance criteria, confirm current behavior from code, assess impact/risk, design the new logic, implement with small diffs, run a fixed regression checklist, and update docs/decision log. Use when the user feels the change process is

Construa marcas pessoais que convertam clientes, não apenas acumulem visualizações. Esta skill auxilia na definição, escalonamento ou operacionalização de uma marca pessoal ou operação de conteúdo, abrangendo posicionamento, estratégia de conteúdo e monetização baseada em confiança.

Karpathy의 autoresearch 패턴을 스킬 프롬프트 최적화에 적용. 체크리스트(3~6개 예/아니오 기준) 기반 hill-climbing 루프로 SKILL.md를 자동 개선합니다. 한 번에 하나만 바꾸고, 채점하고, 유지하거나 되돌립니다. 95%+ × 3회 연속 달성 시 종료. /autoresearch로 실행.

Reverse engineer any Flutter app from THREE sources: (1) source code directory, (2) APK/XAPK file on disk, or (3) live device via ADB (USB or wireless). Extracts complete architectural blueprint: folder structure, state management, packages, domain models, API contracts, navigation, services, design patterns, build config, feature map, and for APKs — decompiled assets, native libs, permissions, an

The feature, component, or area to extract from (optional)

Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents that run custom code in Azure AI Foundry. Triggers: "ImageBasedHostedAgentDefinition", "hosted agent", "container agent", "create_version", "ProtocolVersionRecord", "AgentProtocol.RESPONSES".

新機能開発統合スキル - 要件分析からPR作成まで、新機能開発の全工程を自動化します。analyze-requirements、develop-backend、develop-frontend、review-architecture、qa-check、create-prの各専門スキルを適切な順序で呼び出し、完全な機能開発を実現します。品質基準（テストカバレッジ80%以上、Lint/ビルド成功）を満たすまで自動的にレビュー・修正を繰り返します。