| lib-skill:shared--vector-memory | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--constitution-creation | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--constitution-creation | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--cross-artifact-analysis | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--cross-artifact-analysis | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--implementation-execution | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--implementation-execution | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--planning-design | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--planning-design | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--quality-checklist | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--quality-checklist | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--specification-writing | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--specification-writing | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--dispatching-parallel-agents | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--dispatching-parallel-agents | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--executing-plans | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--executing-plans | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--finishing-a-development-branch | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--finishing-a-development-branch | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--receiving-code-review | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--receiving-code-review | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--requesting-code-review | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--requesting-code-review | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--subagent-driven-development | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--subagent-driven-development | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--using-git-worktrees | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--using-git-worktrees | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--using-superpowers | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--using-superpowers | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--writing-plans | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--writing-plans | skill-area:orchestration-loop | SkillArea |
| lib-skill:shared--writing-skills | skill-area:agentic-loops | SkillArea |
| lib-skill:shared--writing-skills | skill-area:orchestration-loop | SkillArea |
| lib-skill:ai-agents-conversational--autogen-setup | skill-area:multi-agent-coordination | SkillArea |
| lib-skill:ai-agents-conversational--autogen-setup | skill-area:agentic-loops | SkillArea |
| lib-skill:ai-agents-conversational--autonomous-coding-engagement | skill-area:autonomous-coding-engagement | SkillArea |
| lib-skill:ai-agents-conversational--autonomous-research-engineering | skill-area:autonomous-research-engineering | SkillArea |
| lib-skill:ai-agents-conversational--chain-of-thought-prompts | skill-area:chain-of-thought-multistep-orchestration | SkillArea |
| lib-skill:ai-agents-conversational--chain-of-thought-prompts | skill-area:prompt-engineering | SkillArea |
| lib-skill:ai-agents-conversational--chroma-integration | skill-area:retrieval-augmented-generation | SkillArea |
| lib-skill:ai-agents-conversational--chroma-integration | skill-area:search-indexing | SkillArea |
| lib-skill:ai-agents-conversational--closed-book-frontier-reasoning | skill-area:closed-book-frontier-reasoning | SkillArea |
| lib-skill:ai-agents-conversational--constitutional-ai-prompts | skill-area:prompt-engineering | SkillArea |
| lib-skill:ai-agents-conversational--constitutional-ai-prompts | skill-area:safety-redteaming | SkillArea |
| lib-skill:ai-agents-conversational--content-moderation-api | skill-area:natural-language-processing | SkillArea |
| lib-skill:ai-agents-conversational--content-moderation-api | skill-area:safety-redteaming | SkillArea |
| lib-skill:ai-agents-conversational--crewai-setup | skill-area:multi-agent-coordination | SkillArea |
| lib-skill:ai-agents-conversational--crewai-setup | skill-area:agentic-loops | SkillArea |
| lib-skill:ai-agents-conversational--entity-memory-extraction | skill-area:natural-language-processing | SkillArea |
| lib-skill:ai-agents-conversational--entity-memory-extraction | skill-area:context-management | SkillArea |
| lib-skill:ai-agents-conversational--few-shot-example-gen | skill-area:prompt-engineering | SkillArea |
| lib-skill:ai-agents-conversational--few-shot-example-gen | skill-area:prompt-instruction-tuning-agents | SkillArea |
| lib-skill:ai-agents-conversational--general-knowledge-reasoning | skill-area:general-knowledge-reasoning | SkillArea |
| lib-skill:ai-agents-conversational--guardrails-ai-setup | skill-area:hallucination-mitigation-fact-checking | SkillArea |
| lib-skill:ai-agents-conversational--guardrails-ai-setup | skill-area:prompt-engineering | SkillArea |
| lib-skill:ai-agents-conversational--haystack-pipeline | skill-area:retrieval-augmented-generation | SkillArea |
| lib-skill:ai-agents-conversational--haystack-pipeline | skill-area:natural-language-processing | SkillArea |
| lib-skill:ai-agents-conversational--huggingface-classifier | skill-area:natural-language-processing | SkillArea |
| lib-skill:ai-agents-conversational--huggingface-classifier | skill-area:ml-fine-tuning | SkillArea |
| lib-skill:ai-agents-conversational--langchain-chains | skill-area:chain-of-thought-multistep-orchestration | SkillArea |
| lib-skill:ai-agents-conversational--langchain-chains | skill-area:tool-service-integration-agents | SkillArea |
| lib-skill:ai-agents-conversational--langchain-memory | skill-area:context-management | SkillArea |
| lib-skill:ai-agents-conversational--langchain-memory | skill-area:retrieval-augmented-generation | SkillArea |
| lib-skill:ai-agents-conversational--langchain-react-agent | skill-area:agentic-loops | SkillArea |
| lib-skill:ai-agents-conversational--langchain-react-agent | skill-area:tool-use | SkillArea |
| lib-skill:ai-agents-conversational--langchain-retriever | skill-area:retrieval-augmented-generation | SkillArea |
| lib-skill:ai-agents-conversational--langchain-retriever | skill-area:search-indexing | SkillArea |
| lib-skill:ai-agents-conversational--langchain-tools | skill-area:tool-use | SkillArea |
| lib-skill:ai-agents-conversational--langchain-tools | skill-area:tool-service-integration-agents | SkillArea |
| lib-skill:ai-agents-conversational--langfuse-integration | skill-area:agent-debugging-logging | SkillArea |
| lib-skill:ai-agents-conversational--langfuse-integration | skill-area:model-monitoring-drift-detection | SkillArea |
| lib-skill:ai-agents-conversational--langgraph-checkpoint | skill-area:agentic-loops | SkillArea |
| lib-skill:ai-agents-conversational--langgraph-checkpoint | skill-area:context-management | SkillArea |
| lib-skill:ai-agents-conversational--langgraph-hitl | skill-area:agentic-loops | SkillArea |
| lib-skill:ai-agents-conversational--langgraph-hitl | skill-area:multi-agent-coordination | SkillArea |
| lib-skill:ai-agents-conversational--langgraph-routing | skill-area:agentic-loops | SkillArea |
| lib-skill:ai-agents-conversational--langgraph-routing | skill-area:agent-planning-reasoning | SkillArea |
| lib-skill:ai-agents-conversational--langgraph-state-graph | skill-area:agentic-loops | SkillArea |
| lib-skill:ai-agents-conversational--langgraph-state-graph | skill-area:agent-planning-reasoning | SkillArea |
| lib-skill:ai-agents-conversational--langgraph-subgraph | skill-area:multi-agent-coordination | SkillArea |
| lib-skill:ai-agents-conversational--langgraph-subgraph | skill-area:agentic-loops | SkillArea |
| lib-skill:ai-agents-conversational--langsmith-tracing | skill-area:agent-debugging-logging | SkillArea |
| lib-skill:ai-agents-conversational--langsmith-tracing | skill-area:agent-simulation-testing | SkillArea |
| lib-skill:ai-agents-conversational--llamaindex-agent | skill-area:retrieval-augmented-generation | SkillArea |
| lib-skill:ai-agents-conversational--llamaindex-agent | skill-area:agentic-loops | SkillArea |
| lib-skill:ai-agents-conversational--llm-classifier | skill-area:natural-language-processing | SkillArea |
| lib-skill:ai-agents-conversational--llm-classifier | skill-area:prompt-instruction-tuning-agents | SkillArea |
| lib-skill:ai-agents-conversational--mcp-app-scaffolding | skill-area:mcp-server-implementation | SkillArea |
| lib-skill:ai-agents-conversational--mcp-app-scaffolding | skill-area:mcp-tool-design | SkillArea |
| lib-skill:ai-agents-conversational--mcp-app-verification | skill-area:mcp-server-implementation | SkillArea |
| lib-skill:ai-agents-conversational--mcp-app-verification | skill-area:agent-simulation-testing | SkillArea |
| lib-skill:ai-agents-conversational--mcp-csp-investigation | skill-area:mcp-server-implementation | SkillArea |
| lib-skill:ai-agents-conversational--mcp-csp-investigation | skill-area:web-security | SkillArea |
| lib-skill:ai-agents-conversational--mcp-host-styling-integration | skill-area:mcp-server-implementation | SkillArea |
| lib-skill:ai-agents-conversational--mcp-host-styling-integration | skill-area:mcp-resource-design | SkillArea |
| lib-skill:ai-agents-conversational--mcp-tool-resource-pattern | skill-area:mcp-tool-design | SkillArea |
| lib-skill:ai-agents-conversational--mcp-tool-resource-pattern | skill-area:mcp-resource-design | SkillArea |
| lib-skill:ai-agents-conversational--medical-agent | skill-area:medical-agent | SkillArea |
| lib-skill:ai-agents-conversational--mem0-integration | skill-area:context-management | SkillArea |
| lib-skill:ai-agents-conversational--mem0-integration | skill-area:retrieval-augmented-generation | SkillArea |