feat: add operator augmentation sidebar for #135

augmentation.py

@@ -0,0 +1,142 @@
+"""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

@@ -14,8 +14,6 @@ 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 (
@@ -52,67 +50,6 @@ 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

@@ -1,195 +0,0 @@
-"""
-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

@@ -241,6 +241,105 @@ 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;
@@ -649,6 +748,29 @@ 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 -->
@@ -806,6 +928,14 @@ 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');
@@ -826,6 +956,8 @@ Sovereignty and service always.`;
   var isStreaming = false;
   var overlayTimer = null;
   var crisisPanelShown = false;
+  var lastUserMessage = '';
+  var augmentationEnabled = false;
 
   // ===== SERVICE WORKER =====
   if ('serviceWorker' in navigator) {
@@ -983,6 +1115,142 @@ 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
@@ -1315,9 +1583,10 @@ Sovereignty and service always.`;
 
     addMessage('user', text);
     messages.push({ role: 'user', content: text });
-    var lastUserMessage = text;
+    lastUserMessage = text;
 
     checkCrisis(text);
+    updateAugmentationState(text, '');
 
     msgInput.value = '';
     msgInput.style.height = 'auto';
@@ -1406,6 +1675,7 @@ 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;
@@ -1432,6 +1702,11 @@ Sovereignty and service always.`;
   });
 
   sendBtn.addEventListener('click', sendMessage);
+  if (augmentationToggle) {
+    augmentationToggle.addEventListener('click', function() {
+      setOperatorAugmentationEnabled(!augmentationEnabled);
+    });
+  }
 
   // ===== WELCOME MESSAGE =====
   function init() {
@@ -1451,6 +1726,7 @@ Sovereignty and service always.`;
       window.history.replaceState({}, document.title, window.location.pathname);
     }
     
+    setOperatorAugmentationEnabled(loadOperatorAugmentationPreference());
     msgInput.focus();
   }
 

tests/test_image_screening.py

@@ -1,115 +0,0 @@
-"""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

@@ -0,0 +1,33 @@
+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

@@ -0,0 +1,20 @@
+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

@@ -0,0 +1,26 @@
+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