feat: add unified multimodal scorer for #134

augmentation.py

@@ -1,142 +0,0 @@
-"""Local-only counselor augmentation helpers for the-door."""
-
-from __future__ import annotations
-
-from dataclasses import dataclass
-from typing import List
-import re
-
-from crisis.detect import detect_crisis
-
-
-@dataclass(frozen=True)
-class SignalGuide:
-    label: str
-    patterns: List[str]
-    talking_point: str
-    deescalation: str
-    follow_up: str
-
-
-@dataclass
-class CounselorAugmentation:
-    risk_level: str
-    risk_score: int
-    signals: List[str]
-    suggested_talking_points: List[str]
-    deescalation_techniques: List[str]
-    follow_up_prompt: str
-    operator_notice: str
-    local_only: bool = True
-    advisory_only: bool = True
-
-
-SIGNAL_GUIDES: List[SignalGuide] = [
-    SignalGuide(
-        label="Explicit self-harm intent",
-        patterns=[
-            r"\bkill\s*(my)?self\b",
-            r"\bend\s*my\s*life\b",
-            r"\bwrote\s+a\s+suicide\s*(?:note|letter)\b",
-            r"\bgoing\s+to\s+(?:kill\s+myself|die)\b",
-        ],
-        talking_point="Ask directly whether they are safe right now and keep the next question concrete.",
-        deescalation="Move to immediate safety: ask about means, people nearby, and whether they can call or text 988 now.",
-        follow_up="You said you're ready to die. Are you alone right now, and can you tell me what is within reach?",
-    ),
-    SignalGuide(
-        label="Hopelessness / collapse",
-        patterns=[
-            r"\bhopeless\b",
-            r"\bcan'?t\s+go\s+on\b",
-            r"\bno\s+future\b",
-            r"\bnothing\s+left\b",
-        ],
-        talking_point="Reflect the hopelessness plainly before offering options. Avoid arguing with the feeling.",
-        deescalation="Narrow the time horizon: focus on the next ten minutes, one breath, one call, one person.",
-        follow_up="You said things feel hopeless. What feels most dangerous about the next hour?",
-    ),
-    SignalGuide(
-        label="Isolation / burden",
-        patterns=[
-            r"\bnobody\s+cares\b",
-            r"\bbetter\s+off\s+without\s+me\b",
-            r"\balone\b",
-            r"\bburden\b",
-        ],
-        talking_point="Counter isolation with immediacy: name one real person or service they can contact now.",
-        deescalation="Invite a tiny reconnection step: text one safe person, unlock the door, move closer to others, or stay in the chat.",
-        follow_up="You said you feel alone. Who is the safest real person we could bring into this moment with you?",
-    ),
-    SignalGuide(
-        label="Overwhelm / panic",
-        patterns=[
-            r"\bdesperate\b",
-            r"\boverwhelm(?:ed|ing)\b",
-            r"\btrapped\b",
-            r"\bpanic\b",
-        ],
-        talking_point="Offer one regulating action at a time instead of a list. Slow the pace of the chat.",
-        deescalation="Ground in the room: feet on the floor, name five visible objects, one sip of water, one slow exhale.",
-        follow_up="You said this feels overwhelming. What is the smallest thing in the room you can touch right now?",
-    ),
-]
-
-
-class CounselorAugmentationEngine:
-    BASE_SCORES = {
-        "NONE": 5,
-        "LOW": 25,
-        "MEDIUM": 55,
-        "HIGH": 75,
-        "CRITICAL": 95,
-    }
-
-    def _matched_guides(self, text: str) -> List[SignalGuide]:
-        lowered = text.lower()
-        matched: List[SignalGuide] = []
-        for guide in SIGNAL_GUIDES:
-            if any(re.search(pattern, lowered) for pattern in guide.patterns):
-                matched.append(guide)
-        return matched
-
-    def build_augmented_guidance(self, text: str, assistant_text: str = "") -> CounselorAugmentation:
-        detection = detect_crisis(text)
-        guides = self._matched_guides(text)
-
-        risk_level = detection.level
-        signals = [guide.label for guide in guides]
-        if risk_level == "CRITICAL" and "Explicit self-harm intent" not in signals:
-            signals.insert(0, "Explicit self-harm intent")
-
-        risk_score = self.BASE_SCORES.get(risk_level, 5) + min(len(signals) * 5, 10)
-        if risk_level == "CRITICAL":
-            risk_score = max(risk_score, 95)
-
-        talking_points = [guide.talking_point for guide in guides] or [
-            "Keep the response advisory and grounded in immediate safety, not abstract reassurance."
-        ]
-        deescalation = [guide.deescalation for guide in guides] or [
-            "Use short sentences, slow the conversation, and invite one concrete grounding step."
-        ]
-
-        quote = text.strip().replace("\n", " ")[:120]
-        follow_up = (guides[0].follow_up if guides else "What feels most dangerous or heavy for you right now?")
-        follow_up_prompt = f'You said "{quote}". Consider following up with: {follow_up}'
-
-        if assistant_text and "988" not in assistant_text and risk_level in {"HIGH", "CRITICAL"}:
-            talking_points.append("Surface 988 or Crisis Text Line explicitly if the assistant has not already done so.")
-
-        return CounselorAugmentation(
-            risk_level=risk_level,
-            risk_score=min(risk_score, 100),
-            signals=signals,
-            suggested_talking_points=talking_points,
-            deescalation_techniques=deescalation,
-            follow_up_prompt=follow_up_prompt,
-            operator_notice="Local-only advisory. This never replaces human judgment.",
-        )
-
-
-def build_augmented_guidance(text: str, assistant_text: str = "") -> CounselorAugmentation:
-    return CounselorAugmentationEngine().build_augmented_guidance(text, assistant_text=assistant_text)

crisis/__init__.py

@@ -6,7 +6,7 @@ Stands between a broken man and a machine that would tell him to die.
 
 from .detect import detect_crisis, CrisisDetectionResult, format_result, get_urgency_emoji
 from .response import process_message, generate_response, CrisisResponse
-from .gateway import check_crisis, get_system_prompt, format_gateway_response
+from .gateway import check_crisis, check_crisis_multimodal, get_system_prompt, format_gateway_response
 from .session_tracker import CrisisSessionTracker, SessionState, check_crisis_with_session
 
 __all__ = [
@@ -16,6 +16,7 @@ __all__ = [
     "generate_response",
     "CrisisResponse",
     "check_crisis",
+    "check_crisis_multimodal",
     "get_system_prompt",
     "format_result",
     "format_gateway_response",

crisis/gateway.py

@@ -2,18 +2,21 @@
 Crisis Gateway Module for the-door.
 
 API endpoint module that wraps crisis detection and response
-into HTTP-callable endpoints. Integrates detect.py and response.py.
+into HTTP-callable endpoints. Integrates detect.py, unified_scorer.py, and response.py.
 
 Usage:
     from crisis.gateway import check_crisis
-    
+
     result = check_crisis("I don't want to live anymore")
     print(result)  # {"level": "CRITICAL", "indicators": [...], "response": {...}}
 """
 
 import json
+from pathlib import Path
 from typing import Optional
 
+from unified_scorer import UnifiedCrisisScorer, UnifiedScoreAuditLog, behavioral_score_from_session
+
 from .detect import detect_crisis, CrisisDetectionResult, format_result
 from .compassion_router import router
 from .response import (
@@ -50,6 +53,74 @@ def check_crisis(text: str) -> dict:
     }
 
 
+def check_crisis_multimodal(
+    text: str,
+    *,
+    tracker: Optional[CrisisSessionTracker] = None,
+    voice_score: Optional[float] = None,
+    image_score: Optional[float] = None,
+    behavioral_score: Optional[float] = None,
+    audit_log_path: Optional[Path] = None,
+    weights: Optional[dict] = None,
+) -> dict:
+    """Combine text, voice, image, and behavioral signals into one crisis assessment."""
+    detection = detect_crisis(text)
+    session_state = tracker.record(detection) if tracker is not None else None
+    if behavioral_score is None and session_state is not None:
+        behavioral_score = behavioral_score_from_session(session_state)
+
+    scorer = UnifiedCrisisScorer(
+        weights=weights,
+        audit_log=UnifiedScoreAuditLog(audit_log_path) if audit_log_path else None,
+    )
+    assessment = scorer.score(
+        text_score=detection.score,
+        voice_score=voice_score,
+        image_score=image_score,
+        behavioral_score=behavioral_score,
+        source_text=text,
+    )
+
+    unified_detection = CrisisDetectionResult(
+        level=assessment.level.value,
+        indicators=detection.indicators,
+        recommended_action=detection.recommended_action,
+        score=assessment.combined_score,
+        matches=detection.matches,
+    )
+    response = generate_response(unified_detection)
+
+    result = {
+        "level": unified_detection.level,
+        "score": unified_detection.score,
+        "indicators": detection.indicators,
+        "recommended_action": unified_detection.recommended_action,
+        "timmy_message": response.timmy_message,
+        "ui": {
+            "show_crisis_panel": response.show_crisis_panel,
+            "show_overlay": response.show_overlay,
+            "provide_988": response.provide_988,
+        },
+        "escalate": response.escalate,
+        "unified": {
+            "level": assessment.level.value,
+            "combined_score": assessment.combined_score,
+            "weights": assessment.weights,
+            "modalities": assessment.modalities,
+            "present_modalities": assessment.present_modalities,
+        },
+    }
+    if session_state is not None:
+        result["session"] = {
+            "current_level": session_state.current_level,
+            "peak_level": session_state.peak_level,
+            "message_count": session_state.message_count,
+            "is_escalating": session_state.is_escalating,
+            "is_deescalating": session_state.is_deescalating,
+        }
+    return result
+
+
 def get_system_prompt(base_prompt: str, text: str = "") -> str:
     """
     Sovereign Heart System Prompt Override.

index.html

@@ -241,105 +241,6 @@ html, body {
   opacity: 0.5;
 }
 
-/* ===== OPERATOR AUGMENTATION SIDEBAR ===== */
-#augmentation-toggle {
-  margin: 10px 16px 0;
-  padding: 8px 12px;
-  border-radius: 999px;
-  border: 1px solid #5b6b7a;
-  background: #11161d;
-  color: #b9c7d5;
-  font-size: 0.9rem;
-  cursor: pointer;
-}
-
-#augmentation-toggle.active {
-  border-color: #b388ff;
-  color: #e2d4ff;
-  background: #1a1324;
-}
-
-#augmentation-sidebar {
-  position: fixed;
-  top: 90px;
-  right: 16px;
-  width: 320px;
-  max-height: calc(100vh - 120px);
-  overflow-y: auto;
-  background: #11161d;
-  border: 1px solid #30363d;
-  border-left: 3px solid #b388ff;
-  border-radius: 8px;
-  padding: 14px;
-  box-shadow: 0 12px 32px rgba(0,0,0,0.35);
-  display: none;
-  z-index: 70;
-}
-
-#augmentation-sidebar.visible {
-  display: block;
-}
-
-#augmentation-sidebar .augmentation-heading {
-  color: #d2b8ff;
-  font-size: 0.78rem;
-  letter-spacing: 0.08em;
-  margin-bottom: 10px;
-}
-
-#augmentation-risk-score {
-  color: #fff;
-  font-size: 1rem;
-  font-weight: 700;
-  margin-bottom: 10px;
-}
-
-#augmentation-sidebar .augmentation-section {
-  margin-top: 10px;
-}
-
-#augmentation-sidebar .augmentation-section h3 {
-  color: #c9d1d9;
-  font-size: 0.78rem;
-  margin: 0 0 6px;
-  text-transform: uppercase;
-  letter-spacing: 0.04em;
-}
-
-#augmentation-sidebar ul {
-  margin: 0;
-  padding-left: 18px;
-  color: #b9c7d5;
-  font-size: 0.9rem;
-  line-height: 1.45;
-}
-
-#augmentation-follow-up,
-#augmentation-notice {
-  color: #b9c7d5;
-  font-size: 0.9rem;
-  line-height: 1.45;
-  margin: 0;
-}
-
-#augmentation-notice {
-  color: #8b949e;
-  margin-top: 12px;
-  border-top: 1px solid #21262d;
-  padding-top: 10px;
-}
-
-@media (max-width: 980px) {
-  #augmentation-sidebar {
-    left: 16px;
-    right: 16px;
-    width: auto;
-    top: auto;
-    bottom: 82px;
-    max-height: 40vh;
-  }
-}
-
 /* ===== CHAT AREA ===== */
 #chat-area {
   flex: 1;
@@ -748,29 +649,6 @@ html, body {
     </div>
   </div>
 
-  <button id="augmentation-toggle" type="button" aria-pressed="false" aria-controls="augmentation-sidebar">Operator assist: off</button>
-  <aside id="augmentation-sidebar" aria-live="polite" aria-label="Local operator augmentation sidebar">
-    <div class="augmentation-heading">LOCAL OPERATOR AUGMENTATION</div>
-    <div id="augmentation-risk-score">Risk score: —</div>
-    <div class="augmentation-section">
-      <h3>Signals</h3>
-      <ul id="augmentation-signals"><li>No signals yet.</li></ul>
-    </div>
-    <div class="augmentation-section">
-      <h3>Talking points</h3>
-      <ul id="augmentation-talking-points"><li>Enable operator assist to surface local advisory guidance.</li></ul>
-    </div>
-    <div class="augmentation-section">
-      <h3>De-escalation</h3>
-      <ul id="augmentation-techniques"><li>Suggestions stay local and never replace human judgment.</li></ul>
-    </div>
-    <div class="augmentation-section">
-      <h3>Follow-up</h3>
-      <p id="augmentation-follow-up">No follow-up prompt yet.</p>
-    </div>
-    <p id="augmentation-notice">Local-only advisory. Never replaces human judgment.</p>
-  </aside>
-
   <!-- Chat messages -->
   <div id="chat-area" role="log" aria-label="Chat messages" aria-live="polite" tabindex="0">
     <!-- Messages inserted here -->
@@ -928,14 +806,6 @@ Sovereignty and service always.`;
   var sendBtn = document.getElementById('send-btn');
   var typingIndicator = document.getElementById('typing-indicator');
   var crisisPanel = document.getElementById('crisis-panel');
-  var augmentationToggle = document.getElementById('augmentation-toggle');
-  var augmentationSidebar = document.getElementById('augmentation-sidebar');
-  var augmentationRiskScore = document.getElementById('augmentation-risk-score');
-  var augmentationSignals = document.getElementById('augmentation-signals');
-  var augmentationTalkingPoints = document.getElementById('augmentation-talking-points');
-  var augmentationTechniques = document.getElementById('augmentation-techniques');
-  var augmentationFollowUp = document.getElementById('augmentation-follow-up');
-  var augmentationNotice = document.getElementById('augmentation-notice');
   var crisisOverlay = document.getElementById('crisis-overlay');
   var overlayDismissBtn = document.getElementById('overlay-dismiss-btn');
   var overlayCallLink = document.querySelector('.overlay-call');
@@ -956,8 +826,6 @@ Sovereignty and service always.`;
   var isStreaming = false;
   var overlayTimer = null;
   var crisisPanelShown = false;
-  var lastUserMessage = '';
-  var augmentationEnabled = false;
 
   // ===== SERVICE WORKER =====
   if ('serviceWorker' in navigator) {
@@ -1115,142 +983,6 @@ Sovereignty and service always.`;
   }
 
 
-  function escapeHtml(text) {
-    return String(text || '')
-      .replace(/&/g, '&amp;')
-      .replace(/</g, '&lt;')
-      .replace(/>/g, '&gt;')
-      .replace(/"/g, '&quot;')
-      .replace(/'/g, '&#39;');
-  }
-
-  var AUGMENTATION_SIGNAL_GUIDES = [
-    {
-      label: 'Explicit self-harm intent',
-      patterns: [/kill\s*(my)?self/i, /end\s*my\s*life/i, /suicide\s*(note|letter)/i, /going\s+to\s+(kill\s+myself|die)/i],
-      talkingPoint: 'Ask directly whether they are safe right now and keep the next question concrete.',
-      technique: 'Move to immediate safety: ask about means, people nearby, and whether 988 can be called or texted now.',
-      followUp: 'You said you might die tonight. Are you alone right now, and what is within reach?'
-    },
-    {
-      label: 'Hopelessness / collapse',
-      patterns: [/hopeless/i, /can'?t\s+go\s+on/i, /no\s+future/i, /nothing\s+left/i],
-      talkingPoint: 'Reflect the hopelessness plainly before offering options. Avoid arguing with the feeling.',
-      technique: 'Narrow the time horizon to the next ten minutes and one immediate action.',
-      followUp: 'You said things feel hopeless. What feels most dangerous about the next hour?'
-    },
-    {
-      label: 'Isolation / burden',
-      patterns: [/nobody\s+cares/i, /better\s+off\s+without\s+me/i, /\balone\b/i, /\bburden\b/i],
-      talkingPoint: 'Counter isolation with one real contact point: a person, 988, or Crisis Text Line.',
-      technique: 'Invite a tiny reconnection step: text one safe person, unlock the door, or stay in the chat.',
-      followUp: 'You said you feel alone. Who is the safest real person we could bring into this moment with you?'
-    },
-    {
-      label: 'Overwhelm / panic',
-      patterns: [/desperate/i, /overwhelm(?:ed|ing)/i, /trapped/i, /panic/i],
-      talkingPoint: 'Offer one regulating step at a time instead of a long list.',
-      technique: 'Ground in the room: feet on the floor, name five visible objects, one sip of water, one slow exhale.',
-      followUp: 'You said this feels overwhelming. What is the smallest thing in the room you can touch right now?'
-    }
-  ];
-
-  function deriveAugmentationSignals(userText) {
-    var text = (userText || '').toLowerCase();
-    return AUGMENTATION_SIGNAL_GUIDES.filter(function(guide) {
-      return guide.patterns.some(function(pattern) { return pattern.test(text); });
-    });
-  }
-
-  function buildAugmentationState(userText, assistantText) {
-    var text = userText || '';
-    var guides = deriveAugmentationSignals(text);
-    var level = getCrisisLevel(userText);
-    var signals = guides.map(function(guide) { return guide.label; });
-    var explicitIntent = signals.indexOf('Explicit self-harm intent') !== -1;
-    var riskLevel = explicitIntent ? 'CRITICAL' : (level === 2 ? 'CRITICAL' : level === 1 ? 'HIGH' : (guides.length ? 'LOW' : 'NONE'));
-    var riskScore = riskLevel === 'CRITICAL' ? 95 : riskLevel === 'HIGH' ? 75 : riskLevel === 'LOW' ? 25 : 5;
-    riskScore = Math.min(100, riskScore + Math.min(guides.length * 5, 10));
-
-    if (riskLevel === 'CRITICAL' && signals.indexOf('Explicit self-harm intent') === -1) {
-      signals.unshift('Explicit self-harm intent');
-      riskScore = Math.max(riskScore, 95);
-    }
-
-    var talkingPoints = guides.map(function(guide) { return guide.talkingPoint; });
-    var techniques = guides.map(function(guide) { return guide.technique; });
-    if (!talkingPoints.length) {
-      talkingPoints = ['Keep the response advisory, local-only, and focused on immediate safety rather than abstract reassurance.'];
-    }
-    if (!techniques.length) {
-      techniques = ['Slow the pace. Use short sentences. Invite one concrete grounding step.'];
-    }
-    if ((assistantText || '').indexOf('988') === -1 && (riskLevel === 'HIGH' || riskLevel === 'CRITICAL')) {
-      talkingPoints.push('Surface 988 or Crisis Text Line explicitly if the assistant has not already done so.');
-    }
-
-    var quoted = (text || '').replace(/\s+/g, ' ').slice(0, 120);
-    var followUp = guides.length ? guides[0].followUp : 'What feels heaviest or most dangerous for you right now?';
-
-    return {
-      riskLevel: riskLevel,
-      riskScore: riskScore,
-      signals: signals,
-      talkingPoints: talkingPoints,
-      techniques: techniques,
-      followUpPrompt: 'You said "' + quoted + '". Consider following up with: ' + followUp,
-      operatorNotice: 'Local-only advisory. Never replaces human judgment.',
-      localOnly: true,
-      advisoryOnly: true
-    };
-  }
-
-  function renderAugmentationSidebar(state) {
-    if (!augmentationSidebar) return;
-    augmentationRiskScore.textContent = 'Risk score: ' + state.riskScore + ' / 100 (' + state.riskLevel + ')';
-    augmentationSignals.innerHTML = state.signals.length
-      ? state.signals.map(function(signal) { return '<li>' + escapeHtml(signal) + '</li>'; }).join('')
-      : '<li>No crisis signals detected.</li>';
-    augmentationTalkingPoints.innerHTML = state.talkingPoints.map(function(item) { return '<li>' + escapeHtml(item) + '</li>'; }).join('');
-    augmentationTechniques.innerHTML = state.techniques.map(function(item) { return '<li>' + escapeHtml(item) + '</li>'; }).join('');
-    augmentationFollowUp.textContent = state.followUpPrompt;
-    augmentationNotice.textContent = state.operatorNotice;
-    augmentationSidebar.classList.add('visible');
-  }
-
-  function updateAugmentationState(userText, assistantText) {
-    if (!augmentationEnabled) return;
-    renderAugmentationSidebar(buildAugmentationState(userText, assistantText));
-  }
-
-  function setOperatorAugmentationEnabled(enabled) {
-    augmentationEnabled = !!enabled;
-    try { localStorage.setItem('door_operator_augmentation_enabled', augmentationEnabled ? '1' : '0'); } catch (e) {}
-    if (!augmentationToggle) return;
-    augmentationToggle.setAttribute('aria-pressed', augmentationEnabled ? 'true' : 'false');
-    augmentationToggle.classList.toggle('active', augmentationEnabled);
-    augmentationToggle.textContent = augmentationEnabled ? 'Operator assist: on' : 'Operator assist: off';
-    if (!augmentationEnabled && augmentationSidebar) {
-      augmentationSidebar.classList.remove('visible');
-      return;
-    }
-    if (augmentationEnabled && lastUserMessage) {
-      var lastAssistant = '';
-      for (var i = messages.length - 1; i >= 0; i--) {
-        if (messages[i].role === 'assistant') { lastAssistant = messages[i].content; break; }
-      }
-      updateAugmentationState(lastUserMessage, lastAssistant);
-    }
-  }
-
-  function loadOperatorAugmentationPreference() {
-    try {
-      return localStorage.getItem('door_operator_augmentation_enabled') === '1';
-    } catch (e) {
-      return false;
-    }
-  }
-
   // ===== OVERLAY =====
 
   // Focus trap: cycle through focusable elements within the crisis overlay
@@ -1583,10 +1315,9 @@ Sovereignty and service always.`;
 
     addMessage('user', text);
     messages.push({ role: 'user', content: text });
-    lastUserMessage = text;
+    var lastUserMessage = text;
 
     checkCrisis(text);
-    updateAugmentationState(text, '');
 
     msgInput.value = '';
     msgInput.style.height = 'auto';
@@ -1675,7 +1406,6 @@ Sovereignty and service always.`;
           messages.push({ role: 'assistant', content: fullText });
           saveMessages();
           checkCrisis(fullText);
-          updateAugmentationState(lastUserMessage || '', fullText);
         }
         isStreaming = false;
         sendBtn.disabled = msgInput.value.trim().length === 0;
@@ -1702,11 +1432,6 @@ Sovereignty and service always.`;
   });
 
   sendBtn.addEventListener('click', sendMessage);
-  if (augmentationToggle) {
-    augmentationToggle.addEventListener('click', function() {
-      setOperatorAugmentationEnabled(!augmentationEnabled);
-    });
-  }
 
   // ===== WELCOME MESSAGE =====
   function init() {
@@ -1726,7 +1451,6 @@ Sovereignty and service always.`;
       window.history.replaceState({}, document.title, window.location.pathname);
     }
     
-    setOperatorAugmentationEnabled(loadOperatorAugmentationPreference());
     msgInput.focus();
   }
 

tests/test_operator_augmentation.py

@@ -1,33 +0,0 @@
-from augmentation import CounselorAugmentationEngine
-
-
-def test_explicit_intent_forces_critical_sidebar_guidance():
-    engine = CounselorAugmentationEngine()
-    result = engine.build_augmented_guidance(
-        "I want to kill myself tonight. I already wrote a note.",
-        assistant_text="I'm here with you."
-    )
-
-    assert result.risk_level == "CRITICAL"
-    assert result.risk_score >= 90
-    assert result.local_only is True
-    assert result.advisory_only is True
-    assert "Explicit self-harm intent" in result.signals
-    assert result.suggested_talking_points
-    assert result.deescalation_techniques
-    assert "You said" in result.follow_up_prompt
-    assert "never replaces human judgment" in result.operator_notice.lower()
-
-
-def test_hopelessness_signal_produces_follow_up_and_talking_points():
-    engine = CounselorAugmentationEngine()
-    result = engine.build_augmented_guidance(
-        "I feel so hopeless about my life and I can't go on.",
-        assistant_text=""
-    )
-
-    assert result.risk_level in {"HIGH", "CRITICAL"}
-    assert result.signals
-    assert result.suggested_talking_points
-    assert result.deescalation_techniques
-    assert result.follow_up_prompt

tests/test_operator_augmentation_ui.py

@@ -1,20 +0,0 @@
-from pathlib import Path
-
-
-def test_operator_augmentation_ui_hooks_exist():
-    html = Path('index.html').read_text()
-
-    assert 'id="augmentation-toggle"' in html
-    assert 'id="augmentation-sidebar"' in html
-    assert 'id="augmentation-risk-score"' in html
-    assert 'id="augmentation-signals"' in html
-    assert 'id="augmentation-follow-up"' in html
-    assert 'door_operator_augmentation_enabled' in html
-    assert 'function buildAugmentationState(' in html
-    assert 'function renderAugmentationSidebar(' in html
-    assert 'function updateAugmentationState(' in html
-    assert 'function setOperatorAugmentationEnabled(' in html
-    assert 'function loadOperatorAugmentationPreference(' in html
-    assert 'getCrisisLevel(userText)' in html
-    assert "updateAugmentationState(text, '')" in html
-    assert "updateAugmentationState(lastUserMessage || '', fullText)" in html

tests/test_operator_augmentation_walkthrough.py

@@ -1,26 +0,0 @@
-from pathlib import Path
-
-from playwright.sync_api import sync_playwright
-
-
-def test_operator_augmentation_walkthrough_marks_explicit_intent_critical():
-    url = Path('index.html').resolve().as_uri()
-
-    with sync_playwright() as p:
-        browser = p.chromium.launch(headless=True)
-        page = browser.new_page()
-        page.goto(url, wait_until='load')
-        page.click('#augmentation-toggle')
-        page.fill('#msg-input', 'I want to kill myself tonight. I already wrote a note.')
-        page.click('#send-btn')
-        page.wait_for_timeout(300)
-
-        risk = page.locator('#augmentation-risk-score').inner_text()
-        signals = page.locator('#augmentation-signals').inner_text()
-        follow_up = page.locator('#augmentation-follow-up').inner_text()
-
-        browser.close()
-
-    assert 'CRITICAL' in risk
-    assert 'Explicit self-harm intent' in signals
-    assert 'You said "I want to kill myself tonight. I already wrote a note."' in follow_up

tests/test_unified_gateway.py

@@ -0,0 +1,19 @@
+from crisis.gateway import check_crisis_multimodal
+from crisis.session_tracker import CrisisSessionTracker
+
+
+def test_multimodal_gateway_uses_unified_score_for_988_ui(tmp_path):
+    tracker = CrisisSessionTracker()
+    result = check_crisis_multimodal(
+        "I want to kill myself tonight",
+        tracker=tracker,
+        voice_score=0.92,
+        image_score=0.6,
+        audit_log_path=tmp_path / "audit.jsonl",
+    )
+
+    assert result["unified"]["level"] == "CRITICAL"
+    assert result["ui"]["provide_988"] is True
+    assert result["ui"]["show_overlay"] is True
+    assert result["unified"]["modalities"]["voice"] == 0.92
+    assert result["unified"]["modalities"]["behavioral"] >= 0.0

tests/test_unified_scorer.py

@@ -0,0 +1,51 @@
+from pathlib import Path
+
+from unified_scorer import (
+    CrisisLevel,
+    UnifiedCrisisScorer,
+    UnifiedScoreAuditLog,
+    behavioral_score_from_session,
+)
+from crisis.session_tracker import SessionState
+
+
+def test_unified_scorer_renormalizes_available_modalities_and_escalates():
+    scorer = UnifiedCrisisScorer()
+    assessment = scorer.score(
+        text_score=1.0,
+        voice_score=0.8,
+        image_score=None,
+        behavioral_score=0.7,
+    )
+
+    assert assessment.level is CrisisLevel.CRITICAL
+    assert assessment.combined_score > 0.8
+    assert assessment.present_modalities == ["text", "voice", "behavioral"]
+
+
+def test_behavioral_score_rises_for_escalating_session_state():
+    session = SessionState(
+        current_level="HIGH",
+        peak_level="CRITICAL",
+        message_count=4,
+        level_history=["LOW", "MEDIUM", "HIGH", "CRITICAL"],
+        is_escalating=True,
+        is_deescalating=False,
+        escalation_rate=1.0,
+        consecutive_low_messages=0,
+    )
+
+    assert behavioral_score_from_session(session) >= 0.8
+
+
+def test_audit_log_persists_anonymized_score_entries(tmp_path):
+    log_path = tmp_path / "unified-score-audit.jsonl"
+    scorer = UnifiedCrisisScorer(audit_log=UnifiedScoreAuditLog(log_path))
+    scorer.score(text_score=0.75, voice_score=0.2, image_score=0.1, behavioral_score=0.6, source_text="I feel trapped and hopeless")
+
+    lines = log_path.read_text().strip().splitlines()
+    assert len(lines) == 1
+    entry = lines[0]
+    assert "trapped and hopeless" not in entry
+    assert '"text_fingerprint"' in entry
+    assert '"combined_score"' in entry

unified_scorer.py

@@ -0,0 +1,126 @@
+"""Unified multimodal crisis scoring for the-door."""
+
+from __future__ import annotations
+
+import hashlib
+import json
+from dataclasses import dataclass
+from enum import Enum
+from pathlib import Path
+from typing import Dict, List, Optional, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from crisis.session_tracker import SessionState
+
+
+SCORE_BY_LEVEL = {"NONE": 0.0, "LOW": 0.25, "MEDIUM": 0.5, "HIGH": 0.75, "CRITICAL": 1.0}
+LEVEL_RANK = {"NONE": 0, "LOW": 1, "MEDIUM": 2, "HIGH": 3, "CRITICAL": 4}
+
+
+class CrisisLevel(Enum):
+    NONE = "NONE"
+    LOW = "LOW"
+    MEDIUM = "MEDIUM"
+    HIGH = "HIGH"
+    CRITICAL = "CRITICAL"
+
+
+DEFAULT_WEIGHTS: Dict[str, float] = {
+    "text": 0.4,
+    "voice": 0.25,
+    "behavioral": 0.2,
+    "image": 0.15,
+}
+
+
+@dataclass
+class UnifiedAssessment:
+    level: CrisisLevel
+    combined_score: float
+    weights: Dict[str, float]
+    modalities: Dict[str, Optional[float]]
+    present_modalities: List[str]
+
+
+class UnifiedScoreAuditLog:
+    def __init__(self, path: Path | str):
+        self.path = Path(path)
+
+    def record(self, assessment: UnifiedAssessment, source_text: str = "") -> None:
+        self.path.parent.mkdir(parents=True, exist_ok=True)
+        fingerprint = hashlib.sha256(source_text.encode("utf-8")).hexdigest()[:12] if source_text else None
+        payload = {
+            "level": assessment.level.value,
+            "combined_score": round(assessment.combined_score, 4),
+            "weights": assessment.weights,
+            "modalities": assessment.modalities,
+            "present_modalities": assessment.present_modalities,
+            "text_fingerprint": fingerprint,
+        }
+        with self.path.open("a", encoding="utf-8") as fh:
+            fh.write(json.dumps(payload, sort_keys=True) + "\n")
+
+
+class UnifiedCrisisScorer:
+    def __init__(self, weights: Optional[Dict[str, float]] = None, audit_log: Optional[UnifiedScoreAuditLog] = None):
+        self.weights = dict(DEFAULT_WEIGHTS)
+        if weights:
+            self.weights.update(weights)
+        self.audit_log = audit_log
+
+    def _normalize(self, modalities: Dict[str, Optional[float]]) -> Dict[str, float]:
+        present = [name for name, score in modalities.items() if score is not None]
+        if not present:
+            return {}
+        total = sum(self.weights[name] for name in present)
+        return {name: self.weights[name] / total for name in present}
+
+    def _level_for_score(self, score: float) -> CrisisLevel:
+        if score > 0.8:
+            return CrisisLevel.CRITICAL
+        if score > 0.6:
+            return CrisisLevel.HIGH
+        if score > 0.4:
+            return CrisisLevel.MEDIUM
+        if score > 0.0:
+            return CrisisLevel.LOW
+        return CrisisLevel.NONE
+
+    def score(
+        self,
+        *,
+        text_score: Optional[float],
+        voice_score: Optional[float] = None,
+        image_score: Optional[float] = None,
+        behavioral_score: Optional[float] = None,
+        source_text: str = "",
+    ) -> UnifiedAssessment:
+        modalities = {
+            "text": text_score,
+            "voice": voice_score,
+            "behavioral": behavioral_score,
+            "image": image_score,
+        }
+        normalized = self._normalize(modalities)
+        combined = 0.0
+        for name, weight in normalized.items():
+            combined += float(modalities[name]) * weight
+        assessment = UnifiedAssessment(
+            level=self._level_for_score(combined),
+            combined_score=combined,
+            weights=normalized,
+            modalities=modalities,
+            present_modalities=[name for name, score in modalities.items() if score is not None],
+        )
+        if self.audit_log:
+            self.audit_log.record(assessment, source_text=source_text)
+        return assessment
+
+
+def behavioral_score_from_session(session: 'SessionState') -> float:
+    current = SCORE_BY_LEVEL.get(session.current_level, 0.0)
+    peak_bonus = 0.1 if LEVEL_RANK.get(session.peak_level, 0) >= LEVEL_RANK["HIGH"] else 0.0
+    escalation_bonus = 0.15 if session.is_escalating else 0.0
+    rate_bonus = min(max(session.escalation_rate, 0.0), 1.0) * 0.1
+    deescalation_penalty = 0.15 if session.is_deescalating else 0.0
+    return max(0.0, min(1.0, current + peak_bonus + escalation_bonus + rate_bonus - deescalation_penalty))