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。
☆ 17View skill
tools llm ai AI Skills
Discover tools llm ai skills, compare source repositories and read the instructions for each workflow.
Categories: tools llm ai
tools llm ai Clear filters
Browse skills
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.
☆ 17View skill
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.
☆ 17View skill
GitHub
rag-implementer
Auto-generate capability manifests from skill/MCP descriptions using Codex-powered semantic analysis and structured extraction.
☆ 17View skill
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.
☆ 17View skill
GitHub
prp-generator
Guides creation of Product Requirements Prompts (PRPs) - comprehensive requirement documents that serve as the foundation for AI-assisted development
☆ 17View skill
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...
☆ 17View skill
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
☆ 17View skill
GitHub
predictive-skill-loading
Anticipates and pre-loads optimal skills before task execution based on pattern matching and historical success rates
☆ 17View skill
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
GitHub
token-budget-advisor
Proactive token budget assessment and task chunking strategy. Use this skill when queries involve multiple large file uploads, requests for comprehensive multi-document analysis, complex multi-step workflows wi...
☆ 17View skill
GitHub
skill-performance-profiler
Analyzes skill usage patterns across conversations to track token consumption, identify heavy vs. lightweight skills, measure invocation frequency, detect co-occurrence patterns, and suggest consolidation oppor...
☆ 17View skill
GitHub
agentic-development
Conversational guidance for building software with AI agents, covering workflows, tool selection, prompt strategies, parallel agent management, and best practices based on real-world high-volume agentic develop...
☆ 17View skill
GitHub
vibe-coding
Comprehensive guide for AI-assisted vibe coding. Use when the user wants to build applications through natural language prompts using tools like Lovable, Cursor, Replit, or Bolt. Includes best practices, pitfal...
☆ 17View skill
GitHub
learning-capture
Recognize and capture reusable patterns, workflows, and domain knowledge from work sessions into new skills. Use when completing tasks that involve novel approaches repeated 2+ times, synthesizing complex domai...
☆ 17View skill
GitHub
skill-debugging-assistant
Debug, diagnose, and troubleshoot skill issues including trigger failures, parameter problems, prompt conflicts, and SKILL.md structural issues. Use when skills don't activate as expected, trigger incorrectly,...
☆ 17View skill
GitHub
smart-content-creator
Transform reading notes and insights into polished, authentic content (blogs, social media, visualizations) that preserves your unique voice and avoids AI-style writing. Creates content that sounds unmistakably...
☆ 17View skill
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.