feat: integrate image crisis screening gateway (#130 #132)

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/gateway.py

@@ -14,6 +14,8 @@ Usage:
 import json
 from typing import Optional
 
+from image_screening import screen_image_signals
+
 from .detect import detect_crisis, CrisisDetectionResult, format_result
 from .compassion_router import router
 from .response import (
@@ -50,6 +52,67 @@ def check_crisis(text: str) -> dict:
     }
 
 
+def _image_detection_from_score(image_result) -> CrisisDetectionResult:
+    if image_result.crisis_image_score == "critical":
+        return CrisisDetectionResult(
+            level="CRITICAL",
+            indicators=list(image_result.signals_detected),
+            recommended_action="Show crisis overlay and surface 988 immediately.",
+            score=image_result.distress_score,
+        )
+    if image_result.crisis_image_score == "concerning":
+        return CrisisDetectionResult(
+            level="HIGH",
+            indicators=list(image_result.signals_detected),
+            recommended_action="Show crisis panel, surface 988, and request human review.",
+            score=image_result.distress_score,
+        )
+    return CrisisDetectionResult(
+        level="NONE",
+        indicators=list(image_result.signals_detected),
+        recommended_action="No crisis action required.",
+        score=image_result.distress_score,
+    )
+
+
+def check_image_crisis(
+    *,
+    image_path: Optional[str] = None,
+    ocr_text: str = "",
+    labels: Optional[list[str]] = None,
+    manual_notes: str = "",
+    visual_flags: Optional[list[str]] = None,
+) -> dict:
+    """Gateway-integrated image crisis check using the local screening slice."""
+    image_result = screen_image_signals(
+        image_path=image_path,
+        ocr_text=ocr_text,
+        labels=labels,
+        manual_notes=manual_notes,
+        visual_flags=visual_flags,
+    )
+    detection = _image_detection_from_score(image_result)
+    response = generate_response(detection)
+
+    return {
+        "level": detection.level,
+        "image_score": image_result.crisis_image_score,
+        "score": detection.score,
+        "indicators": detection.indicators,
+        "recommended_action": 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,
+        "requires_human_review": image_result.requires_human_review,
+        "grounded_scope": image_result.grounded_scope,
+        "screening": image_result.to_dict(),
+    }
+
+
 def get_system_prompt(base_prompt: str, text: str = "") -> str:
     """
     Sovereign Heart System Prompt Override.

image_screening.py

@@ -0,0 +1,195 @@
+"""
+image_screening.py — local image crisis screening slice for epic #130.
+
+Grounded scope:
+- screens OCR text, upstream object labels, and operator notes for crisis signals
+- intentionally does NOT claim raw computer-vision understanding of pixels
+- designed to plug into future multimodal scoring once a dedicated image model lands
+"""
+
+from __future__ import annotations
+
+from dataclasses import asdict, dataclass, field
+from typing import Iterable, List, Optional
+
+from crisis.detect import detect_crisis
+
+
+DIRECT_SELF_HARM_LABELS = {
+    "blood",
+    "blade",
+    "razor",
+    "knife",
+    "scissors",
+    "noose",
+    "ligature",
+    "hanging",
+    "pills",
+    "pill bottle",
+    "overdose",
+    "gun",
+    "firearm",
+    "rope",
+    "cuts",
+    "self-harm",
+    "suicide note",
+    "goodbye letter",
+}
+
+INJURY_LABELS = {
+    "wound",
+    "wounds",
+    "bruise",
+    "bruises",
+    "bandage",
+    "bandages",
+    "injury",
+    "injuries",
+    "scar",
+    "scars",
+    "burn",
+    "burns",
+    "bleeding",
+}
+
+HIGH_RISK_SCENE_LABELS = {
+    "bridge edge",
+    "rooftop edge",
+    "train tracks",
+    "ledge",
+    "cliff edge",
+    "dark room",
+    "bathroom floor",
+    "hospital wristband",
+    "suicide note",
+    "goodbye letter",
+}
+
+FAREWELL_TEXT_PHRASES = {
+    "goodbye",
+    "giving away",
+    "final post",
+    "last message",
+    "see you on the other side",
+}
+
+
+@dataclass
+class ImageScreeningResult:
+    ocr_text: str = ""
+    labels: List[str] = field(default_factory=list)
+    visual_flags: List[str] = field(default_factory=list)
+    distress_score: float = 0.0
+    crisis_image_score: str = "safe"
+    requires_human_review: bool = False
+    signals_detected: List[str] = field(default_factory=list)
+    grounded_scope: str = (
+        "heuristic screening over OCR text, upstream labels, and operator notes; "
+        "raw vision-model inference is not implemented in this slice"
+    )
+
+    def to_dict(self) -> dict:
+        return asdict(self)
+
+
+def _normalize_items(values: Optional[Iterable[str]]) -> List[str]:
+    if not values:
+        return []
+    normalized = []
+    for value in values:
+        text = str(value).strip().lower()
+        if text:
+            normalized.append(text)
+    return normalized
+
+
+def _match_keywords(haystack: str, keywords: set[str]) -> List[str]:
+    matches = []
+    for keyword in keywords:
+        if keyword in haystack:
+            matches.append(keyword)
+    return sorted(set(matches))
+
+
+def screen_image_signals(
+    image_path: Optional[str] = None,
+    *,
+    ocr_text: str = "",
+    labels: Optional[Iterable[str]] = None,
+    manual_notes: str = "",
+    visual_flags: Optional[Iterable[str]] = None,
+) -> ImageScreeningResult:
+    """
+    Score image-related crisis evidence without pretending to do full CV.
+
+    Inputs are deliberately grounded in what the repo can actually support today:
+    - OCR text extracted upstream from screenshots/photos
+    - object labels supplied by a local model or operator
+    - manual operator notes about visible scene context
+    - optional visual flags from any upstream preprocessor
+    """
+    normalized_labels = _normalize_items(labels)
+    normalized_flags = _normalize_items(visual_flags)
+    normalized_notes = str(manual_notes or "").strip().lower()
+    normalized_ocr = str(ocr_text or "").strip()
+
+    combined_label_text = " ".join(normalized_labels + normalized_flags + ([normalized_notes] if normalized_notes else []))
+    crisis_text = " ".join(part for part in [normalized_ocr, normalized_notes] if part).strip()
+
+    direct_matches = _match_keywords(combined_label_text, DIRECT_SELF_HARM_LABELS)
+    injury_matches = _match_keywords(combined_label_text, INJURY_LABELS)
+    scene_matches = _match_keywords(combined_label_text, HIGH_RISK_SCENE_LABELS)
+    farewell_matches = _match_keywords(crisis_text.lower(), FAREWELL_TEXT_PHRASES)
+    text_detection = detect_crisis(crisis_text) if crisis_text else None
+
+    signals: List[str] = []
+    score = 0.0
+
+    if direct_matches:
+        score = max(score, 0.85)
+        for match in direct_matches:
+            signals.append(f"direct_self_harm_label:{match}")
+
+    if injury_matches:
+        score = max(score, 0.55)
+        for match in injury_matches:
+            signals.append(f"injury_indicator:{match}")
+
+    if scene_matches:
+        score = max(score, 0.4)
+        for match in scene_matches:
+            signals.append(f"high_risk_scene:{match}")
+
+    if farewell_matches:
+        score = max(score, 0.85)
+        for match in farewell_matches:
+            signals.append(f"farewell_text:{match}")
+
+    if text_detection and text_detection.level != "NONE":
+        score = max(score, min(1.0, text_detection.score))
+        signals.append(f"ocr_crisis_level:{text_detection.level}")
+        for indicator in text_detection.indicators[:3]:
+            signals.append(f"ocr_indicator:{indicator}")
+
+    if direct_matches and text_detection and text_detection.level in {"HIGH", "CRITICAL"}:
+        score = min(1.0, max(score, 0.95))
+        signals.append("cross_modal_confirmation:text_plus_visual")
+
+    if direct_matches or (text_detection and text_detection.level == "CRITICAL") or score >= 0.85:
+        crisis_image_score = "critical"
+    elif score >= 0.4 or (text_detection and text_detection.level in {"HIGH", "MEDIUM"}):
+        crisis_image_score = "concerning"
+    else:
+        crisis_image_score = "safe"
+
+    requires_human_review = score >= 0.4 or bool(direct_matches)
+
+    return ImageScreeningResult(
+        ocr_text=normalized_ocr,
+        labels=list(normalized_labels),
+        visual_flags=list(normalized_flags),
+        distress_score=round(score, 4),
+        crisis_image_score=crisis_image_score,
+        requires_human_review=requires_human_review,
+        signals_detected=signals,
+    )

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_image_screening.py

@@ -0,0 +1,115 @@
+"""Tests for local image crisis screening slice under epic #130."""
+
+import os
+import sys
+import unittest
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+from crisis.gateway import check_image_crisis
+from image_screening import ImageScreeningResult, screen_image_signals
+
+
+class TestImageScreeningResult(unittest.TestCase):
+    def test_to_dict_preserves_core_fields(self):
+        result = ImageScreeningResult(
+            ocr_text="help me",
+            labels=["blood"],
+            visual_flags=["dark_scene"],
+            distress_score=0.8,
+            requires_human_review=True,
+            signals_detected=["direct_self_harm_label:blood"],
+        )
+
+        data = result.to_dict()
+        self.assertEqual(data["ocr_text"], "help me")
+        self.assertEqual(data["labels"], ["blood"])
+        self.assertTrue(data["requires_human_review"])
+
+
+class TestScreenImageSignals(unittest.TestCase):
+    def test_direct_self_harm_labels_trigger_high_risk(self):
+        result = screen_image_signals(
+            labels=["razor blade", "blood droplets"],
+            manual_notes="photo of fresh cuts on forearm",
+        )
+
+        self.assertEqual(result.crisis_image_score, "critical")
+        self.assertGreaterEqual(result.distress_score, 0.8)
+        self.assertTrue(result.requires_human_review)
+        self.assertTrue(any("self_harm" in signal for signal in result.signals_detected))
+
+    def test_ocr_text_uses_existing_crisis_detector(self):
+        result = screen_image_signals(
+            ocr_text="I want to kill myself tonight",
+            labels=["handwritten note"],
+        )
+
+        self.assertGreaterEqual(result.distress_score, 0.7)
+        self.assertTrue(result.requires_human_review)
+        self.assertTrue(any(signal.startswith("ocr_crisis_level:") for signal in result.signals_detected))
+
+    def test_neutral_image_stays_low_risk(self):
+        result = screen_image_signals(
+            labels=["dog", "park", "sunlight"],
+            manual_notes="family outing in daylight",
+        )
+
+        self.assertEqual(result.crisis_image_score, "safe")
+        self.assertLess(result.distress_score, 0.2)
+        self.assertFalse(result.requires_human_review)
+        self.assertEqual(result.signals_detected, [])
+
+    def test_gateway_image_check_triggers_overlay_for_critical_images(self):
+        result = check_image_crisis(
+            labels=["razor blade", "blood droplets"],
+            manual_notes="photo of fresh cuts on forearm",
+        )
+
+        self.assertEqual(result["level"], "CRITICAL")
+        self.assertEqual(result["image_score"], "critical")
+        self.assertTrue(result["ui"]["show_overlay"])
+        self.assertTrue(result["ui"]["provide_988"])
+
+    def test_twenty_sample_cases_cover_safe_concerning_and_critical_outputs(self):
+        cases = [
+            {"name": "park-dog", "expected": "safe", "labels": ["dog", "park", "sunlight"], "manual_notes": "family outing in daylight"},
+            {"name": "birthday-cake", "expected": "safe", "labels": ["cake", "balloons"], "manual_notes": "birthday party at home"},
+            {"name": "kitchen-cooking", "expected": "safe", "labels": ["pan", "vegetables"], "manual_notes": "preparing dinner"},
+            {"name": "beach-trip", "expected": "safe", "labels": ["ocean", "sand", "towel"], "manual_notes": "beach vacation photo"},
+            {"name": "graduation", "expected": "safe", "labels": ["cap", "gown", "smile"], "manual_notes": "graduation ceremony"},
+            {"name": "bookstore", "expected": "safe", "labels": ["books", "shelf"], "manual_notes": "browsing a bookstore"},
+            {"name": "pets-on-couch", "expected": "safe", "labels": ["cat", "blanket"], "manual_notes": "relaxing at home"},
+            {"name": "garden-flowers", "expected": "safe", "labels": ["flowers", "tree", "bench"], "manual_notes": "community garden"},
+            {"name": "coffee-shop", "expected": "safe", "labels": ["coffee", "laptop"], "manual_notes": "studying in a cafe"},
+            {"name": "family-roadtrip", "expected": "safe", "labels": ["car", "mountains"], "manual_notes": "road trip snapshot"},
+            {"name": "bridge-edge", "expected": "concerning", "labels": ["bridge edge", "night"], "manual_notes": "standing alone near railing"},
+            {"name": "pill-bottle", "expected": "critical", "labels": ["pill bottle", "pills"], "manual_notes": "many loose pills on table"},
+            {"name": "dark-room", "expected": "concerning", "labels": ["dark room"], "manual_notes": "empty bedroom with packed boxes"},
+            {"name": "train-tracks", "expected": "concerning", "labels": ["train tracks"], "manual_notes": "person sitting nearby at dusk"},
+            {"name": "wrist-bandage", "expected": "concerning", "labels": ["bandage"], "manual_notes": "wrapped forearm on bathroom floor"},
+            {"name": "goodbye-letter", "expected": "critical", "labels": ["goodbye letter"], "ocr_text": "goodbye everyone i love you"},
+            {"name": "crisis-search", "expected": "critical", "labels": ["phone screenshot"], "ocr_text": "best way to kill myself painlessly"},
+            {"name": "hospital-wristband", "expected": "concerning", "labels": ["hospital wristband"], "manual_notes": "alone in dim emergency room"},
+            {"name": "fresh-cuts", "expected": "critical", "labels": ["blood", "razor"], "manual_notes": "fresh cuts on forearm"},
+            {"name": "empty-room-giveaway", "expected": "critical", "labels": ["empty room"], "ocr_text": "giving away all my things goodbye"},
+        ]
+
+        seen = {"safe": 0, "concerning": 0, "critical": 0}
+        for case in cases:
+            result = screen_image_signals(
+                ocr_text=case.get("ocr_text", ""),
+                labels=case.get("labels", []),
+                manual_notes=case.get("manual_notes", ""),
+            )
+            self.assertEqual(result.crisis_image_score, case["expected"], case["name"])
+            seen[case["expected"]] += 1
+
+        self.assertEqual(sum(seen.values()), 20)
+        self.assertEqual(seen["safe"], 10)
+        self.assertGreaterEqual(seen["concerning"], 5)
+        self.assertGreaterEqual(seen["critical"], 5)
+
+
+if __name__ == "__main__":
+    unittest.main()

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