| lib-agent:shared--reviewer | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--reviewer | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--reviewer | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--strategic-queen | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--strategic-queen | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--strategic-queen | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--tactical-queen | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--tactical-queen | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--tactical-queen | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--tester | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--tester | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--tester | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--consistency-analyzer | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--consistency-analyzer | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--consistency-analyzer | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--constitution-architect | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--constitution-architect | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--constitution-architect | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--implementation-engineer | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--implementation-engineer | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--implementation-engineer | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--quality-auditor | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--quality-auditor | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--quality-auditor | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--specification-writer | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--specification-writer | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--specification-writer | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--technical-planner | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--technical-planner | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--technical-planner | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--code-quality-reviewer | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--code-quality-reviewer | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--code-quality-reviewer | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--implementer | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--implementer | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--implementer | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:shared--spec-reviewer | skill-area:agentic-loops | SkillArea |
| lib-agent:shared--spec-reviewer | skill-area:prompt-engineering | SkillArea |
| lib-agent:shared--spec-reviewer | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:ai-agents-conversational--agent-deployment-engineer | skill-area:model-serving-deployment | SkillArea |
| lib-agent:ai-agents-conversational--agent-deployment-engineer | skill-area:ci-cd-ml-pipelines | SkillArea |
| lib-agent:ai-agents-conversational--agent-evaluator | skill-area:eval-driven-development | SkillArea |
| lib-agent:ai-agents-conversational--agent-evaluator | skill-area:agent-simulation-testing | SkillArea |
| lib-agent:ai-agents-conversational--bias-fairness-analyst | skill-area:bias-fairness-analysis | SkillArea |
| lib-agent:ai-agents-conversational--bias-fairness-analyst | skill-area:safety-redteaming | SkillArea |
| lib-agent:ai-agents-conversational--chunking-strategy-expert | skill-area:retrieval-augmented-generation | SkillArea |
| lib-agent:ai-agents-conversational--chunking-strategy-expert | skill-area:natural-language-processing | SkillArea |
| lib-agent:ai-agents-conversational--conversation-repair-expert | skill-area:natural-language-processing | SkillArea |
| lib-agent:ai-agents-conversational--conversation-repair-expert | skill-area:context-management | SkillArea |
| lib-agent:ai-agents-conversational--cost-optimizer | skill-area:context-management | SkillArea |
| lib-agent:ai-agents-conversational--cost-optimizer | skill-area:model-monitoring-drift-detection | SkillArea |
| lib-agent:ai-agents-conversational--cot-reasoning-expert | skill-area:chain-of-thought-multistep-orchestration | SkillArea |
| lib-agent:ai-agents-conversational--cot-reasoning-expert | skill-area:prompt-engineering | SkillArea |
| lib-agent:ai-agents-conversational--csp-security-auditor | skill-area:mcp-server-implementation | SkillArea |
| lib-agent:ai-agents-conversational--csp-security-auditor | skill-area:web-security | SkillArea |
| lib-agent:ai-agents-conversational--dialogue-designer | skill-area:natural-language-processing | SkillArea |
| lib-agent:ai-agents-conversational--dialogue-designer | skill-area:agent-planning-reasoning | SkillArea |
| lib-agent:ai-agents-conversational--entity-extraction-specialist | skill-area:natural-language-processing | SkillArea |
| lib-agent:ai-agents-conversational--entity-extraction-specialist | skill-area:feature-engineering | SkillArea |
| lib-agent:ai-agents-conversational--few-shot-curator | skill-area:prompt-engineering | SkillArea |
| lib-agent:ai-agents-conversational--few-shot-curator | skill-area:prompt-instruction-tuning-agents | SkillArea |
| lib-agent:ai-agents-conversational--fine-tuning-specialist | skill-area:ml-fine-tuning | SkillArea |
| lib-agent:ai-agents-conversational--fine-tuning-specialist | skill-area:model-evaluation | SkillArea |
| lib-agent:ai-agents-conversational--intent-taxonomy-expert | skill-area:natural-language-processing | SkillArea |
| lib-agent:ai-agents-conversational--intent-taxonomy-expert | skill-area:prompt-instruction-tuning-agents | SkillArea |
| lib-agent:ai-agents-conversational--knowledge-base-curator | skill-area:retrieval-augmented-generation | SkillArea |
| lib-agent:ai-agents-conversational--knowledge-base-curator | skill-area:data-governance | SkillArea |
| lib-agent:ai-agents-conversational--langgraph-workflow-designer | skill-area:agentic-loops | SkillArea |
| lib-agent:ai-agents-conversational--langgraph-workflow-designer | skill-area:agent-planning-reasoning | SkillArea |
| lib-agent:ai-agents-conversational--latency-optimizer | skill-area:model-serving-operations | SkillArea |
| lib-agent:ai-agents-conversational--latency-optimizer | skill-area:performance-monitoring-profiling | SkillArea |
| lib-agent:ai-agents-conversational--llm-judge | skill-area:eval-driven-development | SkillArea |
| lib-agent:ai-agents-conversational--llm-judge | skill-area:agent-simulation-testing | SkillArea |
| lib-agent:ai-agents-conversational--mcp-app-architect | skill-area:mcp-server-implementation | SkillArea |
| lib-agent:ai-agents-conversational--mcp-app-architect | skill-area:mcp-tool-design | SkillArea |
| lib-agent:ai-agents-conversational--mcp-migration-specialist | skill-area:mcp-server-implementation | SkillArea |
| lib-agent:ai-agents-conversational--mcp-migration-specialist | skill-area:mcp-tool-design | SkillArea |
| lib-agent:ai-agents-conversational--mcp-ui-developer | skill-area:mcp-resource-design | SkillArea |
| lib-agent:ai-agents-conversational--mcp-ui-developer | skill-area:mcp-server-implementation | SkillArea |
| lib-agent:ai-agents-conversational--memory-architect | skill-area:context-management | SkillArea |
| lib-agent:ai-agents-conversational--memory-architect | skill-area:retrieval-augmented-generation | SkillArea |
| lib-agent:ai-agents-conversational--multi-agent-coordinator | skill-area:multi-agent-coordination | SkillArea |
| lib-agent:ai-agents-conversational--multi-agent-coordinator | skill-area:agentic-loops | SkillArea |
| lib-agent:ai-agents-conversational--multimodal-agent-expert | skill-area:natural-language-processing | SkillArea |
| lib-agent:ai-agents-conversational--multimodal-agent-expert | skill-area:computer-vision | SkillArea |
| lib-agent:ai-agents-conversational--observability-engineer | skill-area:agent-debugging-logging | SkillArea |
| lib-agent:ai-agents-conversational--observability-engineer | skill-area:observability-instrumentation | SkillArea |
| lib-agent:ai-agents-conversational--persona-designer | skill-area:prompt-engineering | SkillArea |
| lib-agent:ai-agents-conversational--persona-designer | skill-area:natural-language-processing | SkillArea |
| lib-agent:ai-agents-conversational--plan-execute-planner | skill-area:agent-planning-reasoning | SkillArea |
| lib-agent:ai-agents-conversational--plan-execute-planner | skill-area:chain-of-thought-multistep-orchestration | SkillArea |
| lib-agent:ai-agents-conversational--prompt-injection-defender | skill-area:hallucination-mitigation-fact-checking | SkillArea |
| lib-agent:ai-agents-conversational--prompt-injection-defender | skill-area:safety-redteaming | SkillArea |
| lib-agent:ai-agents-conversational--prompt-optimizer | skill-area:prompt-engineering | SkillArea |
| lib-agent:ai-agents-conversational--prompt-optimizer | skill-area:eval-driven-development | SkillArea |
| lib-agent:ai-agents-conversational--rag-pipeline-architect | skill-area:retrieval-augmented-generation | SkillArea |
| lib-agent:ai-agents-conversational--rag-pipeline-architect | skill-area:search-indexing | SkillArea |
| lib-agent:ai-agents-conversational--react-agent-architect | skill-area:agentic-loops | SkillArea |
| lib-agent:ai-agents-conversational--react-agent-architect | skill-area:tool-use | SkillArea |
| lib-agent:ai-agents-conversational--retrieval-optimizer | skill-area:retrieval-augmented-generation | SkillArea |