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Agentic AI Atlas · LLM Tool Use
skill-area:tool-usea5c.ai
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SkillArea JSON

skill-area:tool-use

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LLM Tool Use json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/skill-areas/skill-areas-ai-ml.yamlCluster · domain
Record JSON
{
  "id": "skill-area:tool-use",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-ai-ml.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "LLM Tool Use",
    "description": "Tool/function-calling design — schemas, argument validation,\nparallel calls, error handling, and safety boundaries.\n",
    "domains": [
      "specialization:ai-agents-conversational"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:tool-use",
      "to": "specialization:ai-agents-conversational",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "agent:cli-anything",
      "to": "skill-area:tool-use",
      "kind": "integrates_with",
      "attributes": {}
    },
    {
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      "to": "skill-area:tool-use",
      "kind": "integrates_with",
      "attributes": {}
    },
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      "to": "skill-area:tool-use",
      "kind": "integrates_with",
      "attributes": {}
    },
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      "to": "skill-area:tool-use",
      "kind": "covers",
      "attributes": {}
    },
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      "to": "skill-area:tool-use",
      "kind": "covers",
      "attributes": {
        "attributes": {
          "coverage": "full",
          "weight": 1
        }
      }
    },
    {
      "from": "framework:pydantic-ai",
      "to": "skill-area:tool-use",
      "kind": "used_by_skill_area",
      "attributes": {}
    },
    {
      "from": "framework:semantic-kernel",
      "to": "skill-area:tool-use",
      "kind": "used_by_skill_area",
      "attributes": {}
    },
    {
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      "to": "skill-area:tool-use",
      "kind": "used_by_skill_area",
      "attributes": {}
    },
    {
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      "to": "skill-area:tool-use",
      "kind": "used_by_skill_area",
      "attributes": {}
    },
    {
      "from": "skill-area:tool-service-integration-agents",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area"
    },
    {
      "from": "skill-area:multi-agent-coordination",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area"
    },
    {
      "from": "skill-area:multi-turn-tool-use",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area"
    },
    {
      "from": "skill-area:ai-agent-development",
      "to": "skill-area:tool-use",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "stack-profile:multi-agent-orchestration",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:coding-agent-platform",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area"
    },
    {
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      "to": "skill-area:tool-use",
      "kind": "used_for",
      "attributes": {}
    },
    {
      "from": "tool:utcp-code-mode",
      "to": "skill-area:tool-use",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:smithery",
      "to": "skill-area:tool-use",
      "kind": "used_for",
      "attributes": {}
    },
    {
      "from": "lib-agent:ai-agents-conversational--react-agent-architect",
      "to": "skill-area:tool-use",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:ai-agents-conversational--tool-use-specialist",
      "to": "skill-area:tool-use",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langchain-react-agent",
      "to": "skill-area:tool-use",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langchain-tools",
      "to": "skill-area:tool-use",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "responsibility:ai-tooling-evaluation",
      "to": "skill-area:tool-use",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:ai-champion",
      "to": "skill-area:tool-use",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:debugger",
      "to": "skill-area:tool-use",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:explorer",
      "to": "skill-area:tool-use",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:bug-triager",
      "to": "skill-area:tool-use",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "workflow:multi-agent-orchestration-review",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ai-agent-adoption-rollout",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ai-safety-guardrail-maintenance",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:mcp-server-certification",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:plugin-marketplace-review",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ai-agent-adoption-rollout",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ai-safety-guardrail-maintenance",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area",
      "attributes": {}
    }
  ]
}

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