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constituicao-federal
Especialista na Constituição Federal do Brasil de 1988, direitos fundamentais, organização do Estado e poder judiciário
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数据与 AI AI 技能
发现 数据与 AI 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: 数据与 AI
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GitHub
file-analyzer
Analisa arquivos e diretórios usando ferramentas MCP para fornecer insights sobre estrutura de código e projetos
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docker-expert
Especialista em Docker, containers e orquestração para criar, otimizar e debugar ambientes containerizados
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GitHub
wordpress-social-strategy
Sugestão de 5 posts semanais baseados em notícias de WordPress.
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GitHub
shopee-social-strategy
Sugestão de 5 posts baseados em notícias e tendências do Blog da Shopee e Shopee Brasil.
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code-review
Skill para revisão de código com foco em qualidade, segurança e melhores práticas
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GitHub
github-issue-planner
Analisa as issues do GitHub e as classifica por dificuldade.
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git-workflow
Especialista em Git, estratégias de branching, resolução de conflitos e workflows colaborativos
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sql-optimizer
Especialista em otimização de queries SQL, design de banco de dados e performance tuning para PostgreSQL, MySQL e SQLite
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webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
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api-designer
Especialista em design de APIs RESTful e GraphQL, documentação e boas práticas de arquitetura de APIs
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code-optimizer
Otimizador automático de código usando análise evolutiva GEPA para melhorar qualidade, performance e manutenibilidade
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GitHub
terraform-expert
Especialista em Terraform e Infrastructure as Code para AWS, GCP, Azure e providers diversos
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GitHub
hyperparam-sweep
Systematically search hyperparameter space. Use when tuning learning rate, batch size, or other hyperparameters.
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GitHub
train-debug
Interactive diagnostic workflow for training problems. Use when training is failing, loss is stuck, gradients explode, NaN occurs, or convergence is poor.
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train
Execute a neural network training run with mandatory monitoring and best-practice defaults. Use when user wants to train a model, start training, or run a training job.
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experiment-plan
Design rigorous experiments before running them. Use when planning experiments, testing hypotheses, or designing ablation studies.
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monitor
View training progress in real-time. Use when checking on running training, viewing live metrics, or opening dashboards.
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GitHub
run-validation
Run model validation on a dataset. Use when testing model performance, comparing checkpoints, or running final evaluation.
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GitHub
interpret-curves
Analyze training logs and explain what's happening. Use when reviewing training runs, understanding loss curves, or diagnosing completed training.
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GitHub
scaling-analysis
Run scaling experiments to understand model/data/compute relationships. Use when investigating scaling laws, compute-optimal training, or model size decisions.
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GitHub
typescript
TypeScript strict patterns and best practices. Trigger: When implementing or refactoring TypeScript in .ts/.tsx (types, interfaces, generics, const maps, type guards, removing any, tightening unknown).
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GitHub
ai-sdk-5
Vercel AI SDK 5 patterns. Trigger: When building AI features with AI SDK v5 (chat, streaming, tools/function calling, UIMessage parts), including migration from v4.
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GitHub
frontend-api-client-with-jwt
A conceptual skill for building an API client in Next.js that handles JWT tokens
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。