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Retrieves gene expression and omics datasets from ArrayExpress and BioStudies with gene disambiguation, experiment quality assessment, and structured reports. Creates comprehensive dataset profiles with metadata, sample information, and download links. Use when users need expression data, omics datasets, or mention ArrayExpress (E-MTAB, E-GEOD) or BioStudies (S-BSST) accessions.

Verifies builds, recovers from errors, and applies review fixes. Use when user mentions ビルド, build, 検証, verify, エラー復旧, error recovery, 指摘を適用, apply fixes, テスト実行, tests fail, lint errors occur, CI breaks, テスト失敗, lintエラー, 型エラー, ビルドエラー, CIが落ちた. Do NOT load for: 実装作業, レビュー, セットアップ, 新機能開発.

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Operates and debugs the local stack (API/worker/frontend); focuses on observability, logs, and safe automation.

Use quando o usuário deseja otimizar conteúdo para mecanismos de busca de IA, ser citado por LLMs ou aparecer em respostas geradas por IA. Também se aplica a termos como 'AI SEO', 'AEO', 'LLMO' e 'otimização para ChatGPT'.

Audita a segurança do código, cobrindo OWASP, credenciais, autenticação, controle de acesso, cadeia de suprimentos e hardening. É ativado por termos como 'auditoria de segurança' ou 'OWASP', e não é para trabalho ofensivo (use lockpick).

Guia completo de desenvolvimento backend para microsserviços Node.js/Express/TypeScript. Abrange a criação de rotas, controllers, services, repositories, middleware, APIs Express, acesso a banco de dados Prisma, rastreamento de erros Sentry, validação Zod, unifiedConfig, injeção de dependência, padrões assíncronos e arquitetura em camadas.

Self-tuning question sensitivity + developer psychographic for gstack (v1: observational). Review which AskUserQuestion prompts fire across gstack skills, set per-question preferences (never-ask / always-ask / ask-only-for-one-way), inspect the dual-track profile (what you declared vs what your behavior suggests), and enable/disable question tuning. Conversational interface — no CLI syntax require

Elite AI context engineering specialist mastering dynamic context

Automate Twitter/X with posting, engagement, and user management via inference.sh CLI. Apps: x/post-tweet, x/post-create (with media), x/post-like, x/post-retweet, x/dm-send, x/user-follow. Capabilities: post tweets, schedule content, like posts, retweet, send DMs, follow users, get profiles. Use for: social media automation, content scheduling, engagement bots, audience growth, X API. Triggers: t

Work with .excalidraw/.excalidraw.json diagrams and architecture flowcharts; delegate JSON-heavy Excalidraw operations to avoid context exhaustion.

Render videos from React/Remotion component code via inference.sh. Pass TSX code, get MP4. Supports all Remotion APIs: useCurrentFrame, useVideoConfig, spring, interpolate, AbsoluteFill, Sequence. Configurable resolution, FPS, duration, codec. Use for: programmatic video generation, animated graphics, motion design, data-driven videos, React animations to video. Triggers: remotion, render video fr