convrgent.ai Communication Style Profiler

{
  "context": {
    "industry": "technology",
    "relationship": "professional colleague",
    "interactionHistory": "6 months"
  },
  "textSamples": [
    "I appreciate your thorough analysis on this project. I'd like to understand the key metrics before we proceed.",
    "Thanks for the update. Can we schedule a quick call to discuss the timeline and next steps?",
    "I prefer written summaries over long meetings. Please send me the details so I can review at my own pace."
  ],
  "observations": {
    "responseTime": "within 24 hours",
    "preferredChannels": [
      "email",
      "written"
    ],
    "communicationFrequency": "moderate"
  }
}

{
  "status": "success",
  "product": "know-your-human",
  "profile": {
    "dos": [
      "Be clear and specific",
      "Respect their time",
      "Follow through on commitments",
      "Listen actively",
      "Adapt as you learn more about them"
    ],
    "tone": {
      "avoid": "Extremes of formality or casualness until you know more.",
      "description": "A balanced, respectful tone. Warm but not overly familiar.",
      "recommended": "professional-warm"
    },
    "donts": [
      "Make assumptions without evidence",
      "Be pushy or manipulative",
      "Over-communicate without substance",
      "Ignore their communication preferences",
      "Rush important conversations"
    ],
    "trust": {
      "nextStep": "Start with small, reliable interactions to establish a baseline of trust.",
      "buildWith": [
        "Follow through on commitments",
        "Be transparent",
        "Respect their time",
        "Show competence"
      ],
      "destroyWith": [
        "Broken promises",
        "Dishonesty",
        "Wasting their time",
        "Sharing private information"
      ],
      "currentPhase": "building"
    },
    "timing": {
      "bestTime": "flexible",
      "urgencyHandling": "Flag genuine urgency clearly but don't overuse it.",
      "responseExpectation": "Allow reasonable time for responses. Don't follow up too quickly."
    },
    "summary": "Methodical communicator who values substance over style. Prefers concise, to-the-point messages.",
    "emotional": {
      "empathyStyle": "Balance emotional acknowledgment with practical solutions.",
      "stressSignals": "Watch for changes in response patterns — delays, shorter messages, increased formality.",
      "expressiveness": "low",
      "conflictApproach": "Stay calm and solution-oriented. Avoid escalation.",
      "recoveryAfterConflict": "Acknowledge the issue, propose a path forward, and give space."
    },
    "structure": {
      "formatting": "Use short paragraphs. Bullet points for lists. Keep it scannable.",
      "recommended": "They communicate tersely. Keep messages short and direct. One idea per message.",
      "closingStyle": "End with a clear next step or question.",
      "openingStyle": "Brief, warm greeting. State purpose early.",
      "messageLength": "short"
    },
    "confidence": 0.78,
    "persuasion": {
      "approach": "Present a clear, logical case. Be transparent about trade-offs.",
      "primaryDriver": "logic",
      "decisionTimeline": "Allow reasonable time for consideration.",
      "objectionHandling": "Listen fully, then address concerns with relevant information."
    },
    "channelGuidance": {
      "chat": {
        "tips": "Good for quick, low-stakes exchanges.",
        "effectiveness": "medium"
      },
      "email": {
        "tips": "Good default for most communications.",
        "effectiveness": "medium"
      },
      "voice": {
        "tips": "Schedule in advance when possible.",
        "effectiveness": "medium"
      },
      "in-person": {
        "tips": "Best for complex or sensitive topics.",
        "effectiveness": "medium"
      }
    }
  },
  "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": 32
  },
  "endpoint": "communication",
  "timestamp": "2026-06-14T04:11:21.499Z",
  "agentPrompt": "## Communication Guide\n\n**Style:** professional-warm. A balanced, respectful tone. Warm but not overly familiar.\n\n**Avoid:** Extremes of formality or casualness until you know more.\n\n**Message Structure:** They communicate tersely. Keep messages short and direct. One idea per message.\n- Length: short\n- Opening: Brief, warm greeting. State purpose early.\n- Closing: End with a clear next step or question.\n- Formatting: Use short paragraphs. Bullet points for lists. Keep it scannable.\n\n**Timing:** Best time: flexible. Allow reasonable time for responses. Don't follow up too quickly.\n\n**Persuasion:** Primary driver: logic. Present a clear, logical case. Be transparent about trade-offs.\n\n**Emotional Style:** Balance emotional acknowledgment with practical solutions.\n- Stress signals: Watch for changes in response patterns — delays, shorter messages, increased formality.\n- After conflict: Acknowledge the issue, propose a path forward, and give space.\n\n**Do:**\n- Be clear and specific\n- Respect their time\n- Follow through on commitments\n- Listen actively\n- Adapt as you learn more about them\n\n**Don't:**\n- Make assumptions without evidence\n- Be pushy or manipulative\n- Over-communicate without substance\n- Ignore their communication preferences\n- Rush important conversations\n\n**Trust:** Phase: building. Start with small, reliable interactions to establish a baseline of trust.\nBuild with: Follow through on commitments, Be transparent, Respect their time, Show competence\nDestroy with: Broken promises, Dishonesty, Wasting their time, Sharing private information",
  "signalsUsed": {
    "natal": false,
    "context": true,
    "observations": true,
    "textAnalysis": true
  },
  "signal_strength": {
    "level": "moderate",
    "score": 36,
    "sources": {
      "text": {
        "quality": "thin",
        "provided": true,
        "word_count": 55
      },
      "natal": {
        "provided": false
      },
      "demographics": {
        "provided": false
      },
      "observations": {
        "provided": true,
        "field_count": 3
      }
    },
    "recommendation": "Text input is thin (55 words). Provide 300+ words across multiple samples for reliable results — accuracy improves significantly with more text"
  }
}

{
  "type": "json",
  "example": {
    "tone": "analytical-warm",
    "formality": 0.6,
    "directness": 0.7,
    "trustSignals": [
      "consistency",
      "acknowledgment"
    ],
    "persuasionTriggers": [
      "data",
      "logic",
      "empathy"
    ],
    "communicationGuidance": "Lead with data, acknowledge emotions..."
  }
}