tool-calling
Implement tool calling - function schemas, API integration, validation, and error handling
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Implement tool calling - function schemas, API integration, validation, and error handling
Build RAG systems - embeddings, vector stores, chunking, and retrieval optimization
Implement agent memory - short-term, long-term, semantic storage, and retrieval
Ensure agent safety - guardrails, content filtering, monitoring, and compliance
Master AI agent fundamentals - architectures, ReAct patterns, cognitive loops, and autonomous system design
Integrate LLMs into applications - APIs, prompting, fine-tuning, and context management
Build multi-agent systems - orchestration, coordination, workflows, and distributed architectures
Expert knowledge for interpreting Figma design tokens and generating iOS-native SwiftUI code. Includes token mapping rules, design system patterns, and SwiftUI best practices for creating production-ready iOS a...
Arquitecto de Software Senior autónomo. Se activa automáticamente para: decisiones técnicas, validación de código, corrección de errores, elección de frameworks, arquitectura, seguridad, performance y debugging...
Validador de Terraform/Infrastructure as Code. Revisar configuraciones de infraestructura, detectar problemas de seguridad, optimizar costos, validar best practices de AWS/GCP/Azure.
Reviewer de manifests Kubernetes. Validar deployments, services, ingress, configmaps, secrets. Detectar problemas de seguridad, recursos mal configurados, best practices de K8s.
Generador de documentación OpenAPI/Swagger. Usar para documentar APIs REST, generar especificaciones OpenAPI 3.0, crear documentación interactiva y exportar a Swagger UI/Redoc.
Analizador de rendimiento de código. Detecta N+1 queries, memory leaks, CPU bottlenecks, bundle size issues, rendering problems en React. Optimiza queries SQL, caching, lazy loading.
Sistema de auto-routing que detecta el tipo de tarea y activa el agente especializado correcto automáticamente. Se activa con cualquier tarea de desarrollo.
Auditoría de seguridad OWASP Top 10. Usar para revisar código en busca de vulnerabilidades, validar autenticación/autorización, analizar input sanitization, detectar SQL injection, XSS, CSRF y otras vulnerabili...
Self-review and fix PR issues after creating a PR. Use after PR creation, when user says "PRレビュー", "セルフレビュー", "PR修正", or "review my PR". Runs pr-review-toolkit and fixes critical/important issues a...
Run code quality checks for Laravel Spectrum (PHPStan, Laravel Pint, PHPUnit). Use when user mentions "lint", "format", "code quality", "PR準備", "コミット前チェック", or before creating commits/PRs. Also use a...
"Research workflow patterns specific to {project}. Covers research agent coordination, source management, and synthesis strategies."
"Domain vocabulary and entity relationships for {project}. Ensures consistent terminology and model understanding."
Spawn an AI coding agent in a new terminal (Claude, Codex, Gemini, Cursor, OpenCode, Copilot). Defaults to Claude Code if unspecified.
Invoke external AI CLIs via native Task agents (Claude, Codex, Gemini, Cursor). Primary mode for multi-provider orchestration with fork-terminal fallback for auth.
Spawn a new terminal window to run CLI commands (ffmpeg, curl, python, etc.). Use for non-AI command execution.
"Custom test patterns and fixtures for {project}. Covers E2E, integration, and specialized testing requirements."
交互式生成 GitHub Copilot agents.md 文件的工作流。当用户请求创建代理、构建自定义 Copilot 代理、生成 agents.md 或需要帮助配置 GitHub Copilot 自定义代理时使用。触发短语包括"创建代理"、"生成 agent.md"、"做一个文档...
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。