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Pacote de desenvolvimento para pesquisa prévia de tópicos acadêmicos, com saída padrão em chinês. Inclui teste de estresse de construtos de nível pesquisador (CHI/CSCW) e um ciclo de crítica-reescritura de 8 ângulos, ideal para transformar ideias de pesquisa em relatórios de plano de pesquisa chineses estilo v2.

Debugs the Buttercup CRS (Cyber Reasoning System) running on Kubernetes. Use when diagnosing pod crashes, restart loops, Redis failures, resource pressure, disk saturation, DinD issues, or any service misbehavior in the crs namespace. Covers triage, log analysis, queue inspection, and common failure patterns for: redis, fuzzer-bot, coverage-bot, seed-gen, patcher, build-bot, scheduler, task-server

Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Ki

Esta skill é utilizada para criar um projeto, gerar uma especificação técnica, arquitetar uma aplicação ou planejar um novo projeto. Ela produz uma especificação de 10 seções detalhada para desenvolvedores.

Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`; user asks for the Claude API, Anthropic SDK, or Managed Agents; user adds/modifies/tunes a C

Consolidação completa de arquivos de configuração de agentes de IA, auditando e otimizando arquivos de contexto, regras, habilidades e memória. Detecta referências obsoletas, regras duplicadas e contradições, funcionando em qualquer repositório, pilha ou agente.

Staged build methodology for software projects: technical spike → design notes → build plan → stage-by-stage execution with professional-grade testing. Use when user says '/architect', 'new project', 'start a project', 'build this from scratch', wants to plan/build with structured methodology, or resumes an in-progress staged build. NOT for: quick scripts or one-off fixes.

Comprehensive AI-powered tumor microenvironment immune profiling integrating bulk deconvolution, single-cell analysis, and spatial transcriptomics for immunotherapy biomarker discovery.

Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices. Use when: plaid, bank account linking, bank connection, ach, account aggregation.

Elite UX/UI & Advanced GSAP Motion Engineer. Enforces Python-driven true randomization for layout variance, strict AIDA page structure, wide editorial typography (bans 6-line wraps), gapless bento grids, strict GSAP ScrollTriggers (pinning, stacking, scrubbing), inline micro-images, and massive section spacing.

Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).

X/Twitter content intelligence with a social graph. Scout reply opportunities, pulse- check topic lanes, track competitors, mirror your accounts, prospect clients. Graph- first — built around accounts and topics YOU care about, not generic search. Use when user says 'xray', 'x research', 'search x', 'scout', 'pulse', 'track', 'mirror', 'prospect', '/xray', or needs real-time X discourse / engageme