{
  "id": "skill-area:agent-planning-reasoning",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-ai-ml.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Agent Planning and Reasoning",
    "description": "Designing planner/executor behavior for agents - decomposition quality,\nintermediate reasoning structure, goal tracking, and termination control.\n",
    "domains": [
      "specialization:ai-agents-conversational"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:agent-planning-reasoning",
      "to": "specialization:ai-agents-conversational",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:agent-planning-reasoning",
      "to": "skill-area:agentic-loops",
      "kind": "requires_skill_area"
    },
    {
      "from": "skill-area:agent-planning-reasoning",
      "to": "skill-area:context-management",
      "kind": "requires_skill_area"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:chain-of-thought-multistep-orchestration",
      "to": "skill-area:agent-planning-reasoning",
      "kind": "requires_skill_area"
    },
    {
      "from": "skill-area:multi-agent-coordination",
      "to": "skill-area:agent-planning-reasoning",
      "kind": "requires_skill_area"
    },
    {
      "from": "skill-area:ai-agent-development",
      "to": "skill-area:agent-planning-reasoning",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "stack-profile:multi-agent-orchestration",
      "to": "skill-area:agent-planning-reasoning",
      "kind": "requires_skill_area"
    },
    {
      "from": "lib-agent:ai-agents-conversational--dialogue-designer",
      "to": "skill-area:agent-planning-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:ai-agents-conversational--langgraph-workflow-designer",
      "to": "skill-area:agent-planning-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:ai-agents-conversational--plan-execute-planner",
      "to": "skill-area:agent-planning-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langgraph-routing",
      "to": "skill-area:agent-planning-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langgraph-state-graph",
      "to": "skill-area:agent-planning-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    }
  ]
}