GitHub
ai-structured-output
Generate type-safe AI content using Gemini structured output with Zod validation and Code Execution Tool. Use when building AI generation functions that need guaranteed output format.
☆ 17View skill
devops llm ai AI Skills
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skill-creator
Create effective AI skills. This skill should be used when user wants to create a new skill (or update an existing skill) that extends an AI with specialized capabilities, knowledge, workflows, or tool integrat...
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GitHub
mcp-gateway
LiteLLM-RS MCP Gateway Architecture. Covers Model Context Protocol, JSON-RPC 2.0 implementation, multi-transport support (HTTP, SSE, WebSocket, Stdio), and permission system.
☆ 17View skill
GitHub
a2a-protocol
LiteLLM-RS A2A Protocol Architecture. Covers Agent-to-Agent communication, JSON-RPC 2.0 messaging, multi-provider orchestration, agent registry, and task state management.
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GitHub
provider-architecture
LiteLLM-RS Provider Architecture Guide. Covers 66+ provider integration, trait object design, unified error handling, connection pooling, and LLMProvider trait implementation patterns.
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GitHub
routing-architecture
LiteLLM-RS Routing Architecture. Covers 7 routing strategies, lock-free design with DashMap, health-aware selection, fallback chains, and load balancing.
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GitHub
observability-architecture
LiteLLM-RS Observability Architecture. Covers Prometheus metrics, OpenTelemetry tracing, structured logging, health checks, and alerting integration.
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GitHub
provider-development
LiteLLM-RS Provider 开发与架构指南。用于添加新 provider、迁移错误处理、维护 66+ provider 的一致性。包含架构对比分析和最佳实践。
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GitHub
error-handling
LiteLLM-RS Error Handling Architecture. Covers two-tier error hierarchy, ProviderError factory methods, HTTP status mapping, retry logic, and error context preservation.
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GitHub
streaming-architecture
LiteLLM-RS Streaming Architecture. Covers UnifiedSSEParser, SSETransformer trait, VecDeque buffering, provider-specific transformers, and real-time event handling.
☆ 17View skill
GitHub
config-architecture
LiteLLM-RS Configuration Architecture. Covers YAML loading, environment variable override, validation patterns, type-safe config models, and hot reloading.
☆ 17View skill
GitHub
orchestration-planner
Plan multi-step workflows using capability graph and Codex-powered goal decomposition with HTN-style hierarchical task planning.
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GitHub
rag-implementer
Auto-generate capability manifests from skill/MCP descriptions using Codex-powered semantic analysis and structured extraction.
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GitHub
knowledge-graph-builder
Design and build knowledge graphs. Use when modeling complex relationships, building semantic search, or creating knowledge bases. Covers schema design, entity relationships, and graph database selection.
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GitHub
prp-generator
Guides creation of Product Requirements Prompts (PRPs) - comprehensive requirement documents that serve as the foundation for AI-assisted development
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GitHub
multi-agent-architect
Design and orchestrate multi-agent systems. Use when building complex AI systems requiring specialization, parallel processing, or collaborative problem-solving. Covers agent coordination, communication pattern...
☆ 17View skill
GitHub
voice-interface-builder
Expert in building voice interfaces, speech recognition, and text-to-speech systems
☆ 17View skill
GitHub
rag-implementer
Implement retrieval-augmented generation systems. Use when building knowledge-intensive applications, document search, Q&A systems, or need to ground LLM responses in external data. Covers embedding strategy, v...
☆ 17View skill
GitHub
skill-name
Clear description of what this skill does and when Claude should use it. Be specific about triggers - include the functionality AND when to activate. Example: "Extract text from PDFs and fill forms. Use when wo...
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GitHub
code-runner
Run code snippets in 30+ programming languages including JavaScript, Python, TypeScript, Java, C, C++, Go, Rust, Ruby, PHP, and more. Use when the user wants to execute code, test algorithms, verify output, run...
☆ 17View skill
GitHub
validation-standards
Tool usage requirements, failure patterns, consistency checks, and validation methodologies for Claude Code operations
☆ 17View skill
GitHub
web-search-fallback
Autonomous agent-based web search fallback for when WebSearch API fails or hits limits
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GitHub
predictive-skill-loading
Anticipates and pre-loads optimal skills before task execution based on pattern matching and historical success rates
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GitHub
prompt-optimization-analyzer
Active diagnostic tool for analyzing skill prompts to identify token waste, anti-patterns, trigger issues, and optimization opportunities. Use when reviewing skill prompts, debugging why skills aren't triggerin...
☆ 17View skill
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