Docker Compose を管理する。「compose 起動」「docker-compose up」「サービス起動」「compose 停止」「サービス止めて」「down」「compose ログ」「サービスのログ」「compose ps」「サービス状態」「compose build」「サービスビルド」などで起動。
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中文优先：用于composemultiplatform模式相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming,…
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Docker Compose production patterns 2025 including multi-environment strategies, health checks, and modern compose features
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Composio provides 1000+ pre-built toolkits with managed authentication, context management, and sandboxed execution to connect AI agents to external apps like Gmail, Slack,…
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Use when Codex needs to run CI/CD or cross-service automations through the Composio MCP server.
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Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking…
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Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
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Use when designing, implementing, or troubleshooting Salesforce Composite API requests — covering the /composite/ resource with cross-subrequest referenceId wiring,…
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Document solved problems for team reuse. Provides process knowledge for /ia-compound. Use when documenting a resolved issue, writing up lessons learned, capturing a post-mortem,…
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Compound Engineering workflow for AI-assisted development. Use when planning features, executing work, reviewing code, or codifying learnings.
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Captures durable knowledge after completing work so future sessions benefit. Activates during the ship phase — updates CLAUDE.md with architectural decisions and gotchas, writes…
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Complete frontend development skill combining distinctive design aesthetics with technical excellence.
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A comprehensive skill demonstrating all frontmatter fields. Use for testing complete SKILL.md parsing.
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Requires detailed type annotations for all Python functions, methods, and class members.
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Read and write compressed sequence files (gzip, bzip2, BGZF) using Biopython. Use when working with .gz or .bz2 sequence files. Use BGZF for indexable compressed files.
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Expert assistant for provisioning charm development and testing environments using concierge. Use when setting up development machines, bootstrapping Juju controllers, installing…
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Swift 6.2 concurrency updates including default MainActor inference, @concurrent for background work, isolated conformances, and approachable concurrency migration.
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Concurrency debugging skill for diagnosing data races and deadlocks. Use when reading TSan race reports, debugging deadlocks with GDB thread inspection, analyzing lock-order…
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Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management.
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Go concurrency safety review. Use when checking goroutines, channels, race conditions, or synchronization.
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Develop advanced debugging workflows for concurrent rendering, including reproducibility under non-deterministic scheduling.
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Develop rigorous testing methodologies that capture concurrency-related defects and regressions.
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Use when tests have race conditions, timing dependencies, or inconsistent pass/fail behavior - replaces arbitrary timeouts with condition polling to wait for actual state changes,…
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Design and execute a social engineering penetration test including phishing, vishing, smishing, and physical
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Plan and execute authorized vishing (voice phishing) pretext calls to assess employee susceptibility to social
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Contextual confidence calibration — DEFLATE for One-Way Doors and RED zones, PROTECT for Two-Way Doors and fundraising, "How does this work step by step?" depth testing,…
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Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, official docs…
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LiteLLM-RS Configuration Architecture. Covers YAML loading, environment variable override, validation patterns, type-safe config models, and hot reloading.
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Type-safe, environment-aware configuration management for Next.js/TypeScript applications using a singleton pattern with runtime validation.
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Harden configuration and defaults for safer deployment. Use when a mid-level developer needs to reduce misconfig risks.
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Validate config at startup, secrets in memory only. Never read config during requests, never store secrets in env vars. Use node-env-resolver for multi-source config.
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Expert guide for managing application configuration including environment variables, config files, secrets management, and multi-environment setups.
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Add configuration parameters following BobTheSkull's full-stack pattern (BobConfig.py, config_manager.py, HTML templates, JavaScript).
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Provide structured config-sync system and directory overview. Use when config-sync architecture guidance is required.
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Automatically validate DAPR configuration files (dapr.yaml, component YAML files) when they are created or modified.
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A comprehensive guide for using ConfigHub to manage Kubernetes configuration across multiple environments using Configuration as Data principles.
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Validates environment variables, config files, and ensures all required settings are documented. Use when working with .env files, configs, or deployment settings.
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Configure un serveur MCP (Model Context Protocol) dans Cursor en ajoutant l'entrée appropriée dans le fichier mcp.json.
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Configure AWS Verified Access to provide VPN-less zero trust network access to internal applications using identity
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Configures Dapr pub/sub components for event-driven microservices with Kafka or Redis. Use when wiring agent-to-agent communication, setting up event subscriptions, or integrating…
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Use when setting up GitHub Actions CI/CD for pull request checks - provides workflow templates for Python, JavaScript, and polyglot projects that run quality gates on every PR
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Java stack configuration - Maven, JUnit 5, Spotless, SpotBugs, JaCoCo with 96% coverage threshold
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JavaScript/TypeScript stack configuration - pnpm, prettier, eslint, vitest with 96% coverage threshold
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Configure Vitest 4.x with correct pool architecture, coverage settings, and multi-project setup. Use when creating or modifying vitest.config files or setting up test…
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Check for co-authorship and institutional conflicts between authors and suggested reviewers to support peer review integrity.
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Conflict resolution strategies and mediation techniques for interpersonal and group communication. Covers conflict styles (Thomas-Kilmann model), interest-based negotiation…
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Kafka Connect integration expert. Covers source and sink connectors, JDBC, Elasticsearch, S3, Debezium CDC, SMT (Single Message Transforms), connector configuration, and data…
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Conftest is a CLI tool that tests structured configuration data using the Open Policy Agent Rego language.
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Use Connect REST API for Chatter, feeds, communities, and CMS content instead of querying underlying SObjects. NOT for custom business object CRUD.
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Connection Pool Analyzer - Auto-activating skill for Performance Testing. Triggers on: connection pool analyzer, connection pool analyzer Part of the Performance Testing skill…
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Use when building a deciduous decision graph to capture design evolution, architecture history, or how a codebase's design changed over time.
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Reviews React/TypeScript code for the depot console web application with focus on real-time rover teleoperation, state management, WebSocket communication, and 3D visualization.
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Constant-time testing detects timing side channels in cryptographic code. Use when auditing crypto implementations for timing vulnerabilities.
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Pre-flight verification for scheduling constraint development. Use when adding, modifying, or testing constraints to ensure they are properly implemented, exported, registered,…
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Consul Service Discovery - Auto-activating skill for DevOps Advanced. Triggers on: consul service discovery, consul service discovery Part of the DevOps Advanced skill category.
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Consult Gemini AI for architecture alternatives, design trade-offs, and brainstorming. Use when seeking different perspectives on design, evaluating architectural approaches,…
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Expert guidance on dockerfile optimization, multi-stage builds, layer caching strategies, and base image selection.
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Debug Docker containers and containerized applications. Diagnose deployment issues, container lifecycle problems, and resource constraints.
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Manage containerization and deployment automation using Docker, Kubernetes, and cloud platforms. Use when working with Docker images, container registries, orchestration,…
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Container orchestration expert including Docker, Kubernetes, Helm, and service mesh
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