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/__init__.py

@@ -8,13 +8,6 @@ from .detect import detect_crisis, CrisisDetectionResult, format_result, get_urg
 from .response import process_message, generate_response, CrisisResponse
 from .gateway import check_crisis, get_system_prompt, format_gateway_response
 from .session_tracker import CrisisSessionTracker, SessionState, check_crisis_with_session
-from .metrics import (
-    build_metrics_event,
-    append_metrics_event,
-    load_metrics_events,
-    build_weekly_summary,
-    render_weekly_summary,
-)
 
 __all__ = [
     "detect_crisis",
@@ -30,9 +23,4 @@ __all__ = [
     "CrisisSessionTracker",
     "SessionState",
     "check_crisis_with_session",
-    "build_metrics_event",
-    "append_metrics_event",
-    "load_metrics_events",
-    "build_weekly_summary",
-    "render_weekly_summary",
 ]

crisis/gateway.py

@@ -23,17 +23,9 @@ from .response import (
     CrisisResponse,
 )
 from .session_tracker import CrisisSessionTracker
-from .metrics import build_metrics_event, append_metrics_event
 
 
-def check_crisis(
-    text: str,
-    metrics_log_path: Optional[str] = None,
-    *,
-    continued_conversation: bool = False,
-    false_positive: bool = False,
-    now: Optional[float] = None,
-) -> dict:
+def check_crisis(text: str) -> dict:
     """
     Full crisis check returning structured data.
 
@@ -43,7 +35,7 @@ def check_crisis(
     detection = detect_crisis(text)
     response = generate_response(detection)
 
-    result = {
+    return {
         "level": detection.level,
         "score": detection.score,
         "indicators": detection.indicators,
@@ -57,23 +49,6 @@ def check_crisis(
         "escalate": response.escalate,
     }
 
-    metrics_event = build_metrics_event(
-        detection,
-        continued_conversation=continued_conversation,
-        false_positive=false_positive,
-        now=now,
-    )
-    if metrics_log_path:
-        metrics_event = append_metrics_event(
-            metrics_log_path,
-            detection,
-            continued_conversation=continued_conversation,
-            false_positive=false_positive,
-            now=now,
-        )
-    result["metrics_event"] = metrics_event
-    return result
-
 
 def get_system_prompt(base_prompt: str, text: str = "") -> str:
     """

crisis/metrics.py

@@ -1,166 +0,0 @@
-"""Privacy-preserving crisis analytics metrics for the-door.
-
-Stores only timestamps, crisis levels, indicator categories, and operator
-feedback flags. No raw message text or PII is persisted.
-"""
-
-from __future__ import annotations
-
-import argparse
-import json
-import time
-from collections import Counter
-from pathlib import Path
-from typing import Iterable
-
-from .detect import CrisisDetectionResult, detect_crisis
-
-LEVELS = ("NONE", "LOW", "MEDIUM", "HIGH", "CRITICAL")
-
-
-def normalize_indicator(indicator: str) -> str:
-    """Return a stable privacy-safe keyword/category identifier."""
-    return indicator
-
-
-def build_metrics_event(
-    detection: CrisisDetectionResult,
-    *,
-    continued_conversation: bool = False,
-    false_positive: bool = False,
-    now: float | None = None,
-) -> dict:
-    timestamp = float(time.time() if now is None else now)
-    indicators = [normalize_indicator(indicator) for indicator in detection.indicators]
-    return {
-        "timestamp": timestamp,
-        "level": detection.level,
-        "indicator_count": len(indicators),
-        "indicators": indicators,
-        "continued_conversation": bool(continued_conversation),
-        "false_positive": bool(false_positive),
-    }
-
-
-def append_metrics_event(
-    log_path: str | Path,
-    detection: CrisisDetectionResult,
-    *,
-    continued_conversation: bool = False,
-    false_positive: bool = False,
-    now: float | None = None,
-) -> dict:
-    event = build_metrics_event(
-        detection,
-        continued_conversation=continued_conversation,
-        false_positive=false_positive,
-        now=now,
-    )
-    path = Path(log_path)
-    path.parent.mkdir(parents=True, exist_ok=True)
-    with path.open("a", encoding="utf-8") as handle:
-        handle.write(json.dumps(event) + "\n")
-    return event
-
-
-def load_metrics_events(log_path: str | Path) -> list[dict]:
-    path = Path(log_path)
-    if not path.exists():
-        return []
-    events = []
-    for line in path.read_text(encoding="utf-8").splitlines():
-        if not line.strip():
-            continue
-        events.append(json.loads(line))
-    return events
-
-
-def build_weekly_summary(
-    events: Iterable[dict],
-    *,
-    now: float | None = None,
-    window_days: int = 7,
-) -> dict:
-    current_time = float(time.time() if now is None else now)
-    cutoff = current_time - (window_days * 86400)
-    filtered = [event for event in events if float(event.get("timestamp", 0)) >= cutoff]
-
-    detections_per_level = {level: 0 for level in LEVELS}
-    keyword_counts: Counter[str] = Counter()
-    detections = []
-    continued_after_intervention = 0
-
-    for event in filtered:
-        level = event.get("level", "NONE")
-        detections_per_level[level] = detections_per_level.get(level, 0) + 1
-        keyword_counts.update(event.get("indicators", []))
-        if level != "NONE":
-            detections.append(event)
-            if event.get("continued_conversation"):
-                continued_after_intervention += 1
-
-    false_positive_count = sum(1 for event in detections if event.get("false_positive"))
-    false_positive_estimate = (
-        false_positive_count / len(detections) if detections else 0.0
-    )
-
-    return {
-        "window_days": window_days,
-        "total_events": len(filtered),
-        "detections_per_level": detections_per_level,
-        "most_common_keywords": [
-            {"keyword": keyword, "count": count}
-            for keyword, count in keyword_counts.most_common(10)
-        ],
-        "false_positive_estimate": false_positive_estimate,
-        "continued_after_intervention": continued_after_intervention,
-    }
-
-
-def render_weekly_summary(summary: dict) -> str:
-    return json.dumps(summary, indent=2)
-
-
-def write_weekly_summary(path: str | Path, summary: dict) -> Path:
-    output_path = Path(path)
-    output_path.parent.mkdir(parents=True, exist_ok=True)
-    output_path.write_text(render_weekly_summary(summary) + "\n", encoding="utf-8")
-    return output_path
-
-
-def record_text_event(
-    text: str,
-    log_path: str | Path,
-    *,
-    continued_conversation: bool = False,
-    false_positive: bool = False,
-    now: float | None = None,
-) -> dict:
-    detection = detect_crisis(text)
-    return append_metrics_event(
-        log_path,
-        detection,
-        continued_conversation=continued_conversation,
-        false_positive=false_positive,
-        now=now,
-    )
-
-
-def main(argv: list[str] | None = None) -> int:
-    parser = argparse.ArgumentParser(description="Privacy-preserving crisis metrics summary")
-    parser.add_argument("--log-path", required=True, help="JSONL event log path")
-    parser.add_argument("--days", type=int, default=7, help="Summary window in days")
-    parser.add_argument("--output", help="Optional file to write summary JSON")
-    args = parser.parse_args(argv)
-
-    events = load_metrics_events(args.log_path)
-    summary = build_weekly_summary(events, window_days=args.days)
-    rendered = render_weekly_summary(summary)
-    print(rendered)
-    if args.output:
-        write_weekly_summary(args.output, summary)
-    return 0
-
-
-if __name__ == "__main__":
-    raise SystemExit(main())

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_crisis_metrics.py

@@ -1,100 +0,0 @@
-"""Tests for privacy-preserving crisis metrics aggregation (issue #37)."""
-
-from __future__ import annotations
-
-import json
-import os
-import pathlib
-import sys
-import unittest
-
-sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-
-from crisis.detect import detect_crisis
-from crisis.gateway import check_crisis
-from crisis.metrics import (
-    append_metrics_event,
-    build_metrics_event,
-    build_weekly_summary,
-    load_metrics_events,
-    render_weekly_summary,
-)
-
-
-class TestMetricsEvent(unittest.TestCase):
-    def test_event_is_privacy_preserving(self):
-        detection = detect_crisis("I want to kill myself")
-        event = build_metrics_event(
-            detection,
-            continued_conversation=True,
-            false_positive=False,
-            now=1_700_000_000,
-        )
-        self.assertEqual(event["timestamp"], 1_700_000_000)
-        self.assertEqual(event["level"], "CRITICAL")
-        self.assertTrue(event["continued_conversation"])
-        self.assertFalse(event["false_positive"])
-        self.assertNotIn("text", event)
-        self.assertNotIn("message", event)
-        self.assertGreaterEqual(event["indicator_count"], 1)
-        self.assertTrue(event["indicators"])
-
-
-class TestMetricsLogAndSummary(unittest.TestCase):
-    def test_append_and_load_metrics_events(self):
-        log_path = pathlib.Path(self._testMethodName).with_suffix(".jsonl")
-        try:
-            append_metrics_event(log_path, detect_crisis("I want to die"), now=1_700_000_000)
-            events = load_metrics_events(log_path)
-            self.assertEqual(len(events), 1)
-            self.assertEqual(events[0]["level"], "CRITICAL")
-        finally:
-            if log_path.exists():
-                log_path.unlink()
-
-    def test_weekly_summary_counts_levels_keywords_and_false_positives(self):
-        events = [
-            build_metrics_event(detect_crisis("I want to die"), continued_conversation=True, false_positive=False, now=1_700_000_000),
-            build_metrics_event(detect_crisis("I'm having a rough day"), continued_conversation=False, false_positive=False, now=1_700_000_100),
-            build_metrics_event(detect_crisis("I want to die"), continued_conversation=False, false_positive=True, now=1_700_000_200),
-            build_metrics_event(detect_crisis("Hello there"), continued_conversation=False, false_positive=False, now=1_700_000_300),
-        ]
-        summary = build_weekly_summary(events, now=1_700_000_400, window_days=7)
-
-        self.assertEqual(summary["detections_per_level"]["CRITICAL"], 2)
-        self.assertEqual(summary["detections_per_level"]["LOW"], 1)
-        self.assertEqual(summary["detections_per_level"]["NONE"], 1)
-        self.assertEqual(summary["continued_after_intervention"], 1)
-        self.assertAlmostEqual(summary["false_positive_estimate"], 1 / 3, places=4)
-        self.assertEqual(summary["most_common_keywords"][0]["count"], 2)
-
-    def test_render_weekly_summary_mentions_required_metrics(self):
-        events = [
-            build_metrics_event(detect_crisis("I want to die"), continued_conversation=True, now=1_700_000_000),
-            build_metrics_event(detect_crisis("I feel hopeless with no way out"), false_positive=True, now=1_700_000_100),
-        ]
-        summary = build_weekly_summary(events, now=1_700_000_200, window_days=7)
-        rendered = render_weekly_summary(summary)
-        self.assertIn("detections_per_level", rendered)
-        self.assertIn("most_common_keywords", rendered)
-        self.assertIn("false_positive_estimate", rendered)
-        self.assertIn("continued_after_intervention", rendered)
-
-
-class TestGatewayMetricsIntegration(unittest.TestCase):
-    def test_check_crisis_can_emit_metrics_event(self):
-        result = check_crisis(
-            "I want to die",
-            metrics_log_path=None,
-            continued_conversation=True,
-            false_positive=False,
-            now=1_700_000_000,
-        )
-        self.assertEqual(result["level"], "CRITICAL")
-        self.assertIn("metrics_event", result)
-        self.assertEqual(result["metrics_event"]["timestamp"], 1_700_000_000)
-        self.assertTrue(result["metrics_event"]["continued_conversation"])
-
-
-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