Convrgent AI – Socionics Cognitive Function Typing

{
  "legalName": "Alexandra Marie Johnson",
  "birth_date": "1985-03-22",
  "commonName": "Alex"
}

{
  "status": "success",
  "typing": {
    "intertype": {
      "dualType": "SEI",
      "conflictType": "ESI",
      "dualDescription": "Mediator (SEI) provides what Inventor neglects. SEI's Si+Fe complements ILE's Ne+Ti for a balanced partnership.",
      "bestWorkRelations": [
        "SEI",
        "LSE",
        "SLI"
      ],
      "conflictDescription": "Guardian (ESI)'s Fi-led approach clashes with Inventor's Ne-led approach, creating friction in values and priorities.",
      "challengingRelations": [
        "ESI",
        "EIE",
        "SEE"
      ]
    },
    "primaryType": {
      "code": "ILE",
      "name": "Inventor",
      "egoBlock": {
        "leading": {
          "name": "Extraverted Intuition",
          "function": "Ne",
          "strength": "dominant"
        },
        "creative": {
          "name": "Introverted Thinking",
          "function": "Ti",
          "strength": "strong"
        }
      },
      "confidence": 0.21,
      "description": "Sees possibilities everywhere and builds logical frameworks to evaluate them. Energized by new ideas, bored by routine. Communicates in tangential, connection-rich patterns."
    },
    "agentGuidance": {
      "blindSpots": "May neglect physical comfort, routine maintenance, and other people's emotional needs. Can come across as dismissive when actually just distracted by ideas.",
      "underStress": "Under stress, may over-rely on Extraverted Intuition while the Introverted Sensing weakness becomes more apparent. May become rigid, scattered, or regress to less mature versions of their dominant pattern.",
      "howToPersuade": "Present new possibilities. Show how your idea connects to something they already care about. Never appeal to tradition or 'how things are done.'",
      "howTheyProcess": "They think by exploring — bouncing between ideas, making unexpected connections. Don't interrupt this process or force linear thinking. Let them explore, then ask them to converge.",
      "howToGiveFeedback": "Be logical and specific. They respect accurate criticism. Point to the logical flaw, not the personal failure.",
      "whatMotivatesThem": "Novel problems, intellectual challenge, freedom to explore. Being recognized for insights, not just output.",
      "whatFrustratesThem": "Rigid processes, mandatory meetings about feelings, being told to focus on one thing when they see five better options. Small talk without substance.",
      "relationshipDynamics": "Best paired with types who handle what they neglect. Duals: Mediator (SEI)."
    },
    "functionStack": {
      "weak": [
        "Te",
        "Ti"
      ],
      "strong": [
        "Ne",
        "Ni"
      ],
      "moderate": [
        "Se",
        "Si"
      ],
      "vulnerable": [
        "Fe",
        "Fi"
      ]
    },
    "alternativeTypes": [
      {
        "code": "IEE",
        "name": "Reporter",
        "reason": "Ne-leading fits, but Fi-creative doesn't match as strongly",
        "confidence": 0.21
      },
      {
        "code": "IEI",
        "name": "Romantic",
        "reason": "Ni-leading fits, but Fe-creative doesn't match as strongly",
        "confidence": 0.21
      }
    ],
    "cognitiveProfile": {
      "decisionMaking": "Evaluates based on logic and system coherence. May dismiss valid emotional or practical considerations.",
      "energyManagement": "Energized by external engagement. Needs interaction and activity to stay motivated. May struggle with extended isolation.",
      "informationIntake": "Scans for possibilities, potential, connections between ideas (Ne). Filters through logical frameworks, internal consistency, categorization (Ti). Undervalues comfort, bodily sensations, past experience, routines (Si).",
      "communicationPattern": "Jumps between topics, makes unexpected connections, uses analogies and hypotheticals."
    }
  },
  "product": "know-your-human",
  "version": "1.0.0",
  "_context": {
    "tips": [
      "You've been profiling individuals. KYH also offers compatibility, conflict prediction, and bridge communication for pairs.",
      "The /api/kyh/portrait endpoint synthesizes all 5 frameworks into a single comprehensive personality profile."
    ],
    "framing": "exploratory",
    "feedback": {
      "enabled": false,
      "message": "Feedback collection coming soon via ERC-8004 reputation registry.",
      "placeholder": {
        "method": "submitFeedback(uint256 agentId, uint8 rating, bytes32 interactionHash)",
        "chainId": 8453,
        "contract": "0x0000000000000000000000000000000000000000"
      }
    },
    "agentType": "explorer",
    "suggestions": [
      "You've been exploring broadly — the /api/kyh/portrait endpoint gives a comprehensive synthesis of all frameworks",
      "For quick lookups, the /api/kyh/micro endpoints offer single data points at $0.05-$0.15"
    ],
    "interactionCount": 71
  },
  "endpoint": "socionics",
  "timestamp": "2026-06-19T04:13:44.269Z",
  "agentPrompt": "## Socionics Profile: ILE (Inventor)\n\n**Core:** Sees possibilities everywhere and builds logical frameworks to evaluate them. Energized by new ideas, bored by routine. Communicates in tangential, connection-rich patterns.\n**Confidence:** 21%\n**Ego Block:** Ne (Extraverted Intuition) + Ti (Introverted Thinking)\n\n⚠️ **Low signal strength.** Treat this typing as a working hypothesis. More text or observations needed for confirmation.\n\n**Strong Functions:** Ne, Ni\n**Vulnerable Functions:** Fe, Fi\n\n### How to Interact\n- **Processing:** They think by exploring — bouncing between ideas, making unexpected connections. Don't interrupt this process or force linear thinking. Let them explore, then ask them to converge.\n- **Persuasion:** Present new possibilities. Show how your idea connects to something they already care about. Never appeal to tradition or 'how things are done.'\n- **Feedback:** Be logical and specific. They respect accurate criticism. Point to the logical flaw, not the personal failure.\n- **Frustrations:** Rigid processes, mandatory meetings about feelings, being told to focus on one thing when they see five better options. Small talk without substance.\n- **Motivators:** Novel problems, intellectual challenge, freedom to explore. Being recognized for insights, not just output.\n- **Blind spots:** May neglect physical comfort, routine maintenance, and other people's emotional needs. Can come across as dismissive when actually just distracted by ideas.\n- **Under stress:** Under stress, may over-rely on Extraverted Intuition while the Introverted Sensing weakness becomes more apparent. May become rigid, scattered, or regress to less mature versions of their dominant pattern.\n- **Relationships:** Best paired with types who handle what they neglect. Duals: Mediator (SEI).",
  "signalsUsed": {
    "natal": false,
    "textSamples": 0,
    "observations": false,
    "questionnaireResponses": 0
  },
  "signal_strength": {
    "level": "insufficient",
    "score": 0,
    "sources": {
      "text": {
        "quality": "none",
        "provided": false,
        "word_count": 0
      },
      "natal": {
        "provided": false
      },
      "demographics": {
        "provided": false
      },
      "observations": {
        "provided": false,
        "field_count": 0
      }
    },
    "recommendation": "Provide text samples (messages, posts, or writing) for text-based personality analysis"
  },
  "typingMethodology": {
    "approach": "Multi-signal Bayesian typing",
    "totalSignals": 0,
    "strongestSignals": []
  }
}

{
  "type": "json",
  "example": {
    "type": "LII",
    "confidence": 0.78,
    "cognitiveFunctions": {
      "Fi": 0.55,
      "Ne": 0.75,
      "Se": 0.3,
      "Ti": 0.85
    },
    "intertypeRelations": {
      "dual": "ESE",
      "mirror": "ILE",
      "conflict": "SEE"
    }
  }
}