Compare commits
13 Commits
burn/99-17
...
fix/133
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| 9d7d26033e |
@@ -7,8 +7,8 @@ Stands between a broken man and a machine that would tell him to die.
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from .detect import detect_crisis, CrisisDetectionResult, format_result, get_urgency_emoji
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from .response import process_message, generate_response, CrisisResponse
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from .gateway import check_crisis, get_system_prompt, format_gateway_response
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from .tracker import log_escalation, get_escalations, mark_resolved, get_stats
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from .bridge import handle_crisis_api
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from .behavioral import BehavioralTracker, BehavioralSignal
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from .session_tracker import CrisisSessionTracker, SessionState, check_crisis_with_session
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__all__ = [
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"detect_crisis",
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@@ -21,9 +21,9 @@ __all__ = [
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"format_result",
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"format_gateway_response",
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"get_urgency_emoji",
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"log_escalation",
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"get_escalations",
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"mark_resolved",
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"get_stats",
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"handle_crisis_api",
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"BehavioralTracker",
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"BehavioralSignal",
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"CrisisSessionTracker",
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"SessionState",
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"check_crisis_with_session",
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]
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304
crisis/behavioral.py
Normal file
304
crisis/behavioral.py
Normal file
@@ -0,0 +1,304 @@
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"""Behavioral crisis pattern detection for the-door (#133).
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Detects crisis risk from behavioral patterns, not just message content:
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- message frequency spikes versus a 7-day rolling baseline
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- late-night messaging (2-5 AM)
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- withdrawal / isolation via a sharp drop from the recent daily baseline
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- session length trend versus recent sessions
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- return after long absence
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- rising crisis-score trend across recent messages
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Privacy-first:
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- in-memory only
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- no database
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- no file I/O
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- no network calls
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"""
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from __future__ import annotations
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from collections import defaultdict
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from dataclasses import dataclass, field
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from datetime import datetime, timedelta, timezone
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from typing import Any
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HIGH_RISK_HOURS = {2, 3, 4}
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ELEVATED_RISK_HOURS = {1, 5}
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ROLLING_BASELINE_DAYS = 7
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RETURN_AFTER_ABSENCE_DAYS = 7
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@dataclass
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class BehavioralEvent:
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session_id: str
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timestamp: datetime
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message_length: int
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crisis_score: float = 0.0
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role: str = "user"
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@dataclass
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class BehavioralSignal:
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signal_type: str
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risk_level: str
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description: str
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evidence: list[str] = field(default_factory=list)
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score: float = 0.0
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def as_dict(self) -> dict[str, Any]:
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return {
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"signal_type": self.signal_type,
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"risk_level": self.risk_level,
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"description": self.description,
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"evidence": list(self.evidence),
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"score": self.score,
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}
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class BehavioralTracker:
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"""In-memory tracker for behavioral crisis signals."""
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def __init__(self) -> None:
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self._events_by_session: dict[str, list[BehavioralEvent]] = defaultdict(list)
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def record(
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self,
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session_id: str,
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timestamp: datetime,
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message_length: int,
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*,
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crisis_score: float = 0.0,
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role: str = "user",
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) -> None:
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if timestamp.tzinfo is None:
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timestamp = timestamp.replace(tzinfo=timezone.utc)
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event = BehavioralEvent(
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session_id=session_id,
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timestamp=timestamp,
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message_length=max(0, int(message_length)),
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crisis_score=max(0.0, min(1.0, float(crisis_score))),
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role=role,
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)
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self._events_by_session[session_id].append(event)
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self._events_by_session[session_id].sort(key=lambda item: item.timestamp)
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def get_risk_signals(self, session_id: str) -> dict[str, Any]:
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events = [event for event in self._events_by_session.get(session_id, []) if event.role == "user"]
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if not events:
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return {
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"frequency_change": 1.0,
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"is_late_night": False,
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"session_length_trend": "stable",
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"withdrawal_detected": False,
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"behavioral_score": 0.0,
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"signals": [],
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}
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signals: list[BehavioralSignal] = []
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frequency_change = self._compute_frequency_change(events)
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frequency_signal = self._analyze_frequency(events, frequency_change)
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if frequency_signal:
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signals.append(frequency_signal)
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time_signal = self._analyze_time(events)
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if time_signal:
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signals.append(time_signal)
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withdrawal_signal = self._analyze_withdrawal(session_id, events)
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if withdrawal_signal:
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signals.append(withdrawal_signal)
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absence_signal = self._analyze_return_after_absence(session_id, events)
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if absence_signal:
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signals.append(absence_signal)
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escalation_signal = self._analyze_escalation(events)
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if escalation_signal:
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signals.append(escalation_signal)
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session_length_trend = self._compute_session_length_trend(session_id, events)
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behavioral_score = self._compute_behavioral_score(signals)
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risk_order = {"HIGH": 0, "MEDIUM": 1, "LOW": 2}
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signals.sort(key=lambda item: (risk_order.get(item.risk_level, 9), -item.score))
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return {
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"frequency_change": frequency_change,
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"is_late_night": any(item.signal_type == "time" for item in signals),
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"session_length_trend": session_length_trend,
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"withdrawal_detected": any(item.signal_type == "withdrawal" for item in signals),
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"behavioral_score": behavioral_score,
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"signals": [item.as_dict() for item in signals],
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}
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def _all_user_events(self) -> list[BehavioralEvent]:
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events: list[BehavioralEvent] = []
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for session_events in self._events_by_session.values():
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events.extend(event for event in session_events if event.role == "user")
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events.sort(key=lambda item: item.timestamp)
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return events
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def _daily_count_baseline(self, current_date) -> float:
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events = self._all_user_events()
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counts: dict[Any, int] = {}
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for offset in range(1, ROLLING_BASELINE_DAYS + 1):
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counts[current_date - timedelta(days=offset)] = 0
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for event in events:
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event_date = event.timestamp.date()
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if event_date in counts:
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counts[event_date] += 1
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return sum(counts.values()) / ROLLING_BASELINE_DAYS
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def _compute_frequency_change(self, events: list[BehavioralEvent]) -> float:
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latest = events[-1].timestamp
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window_start = latest - timedelta(hours=1)
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current_hour_count = sum(1 for event in events if event.timestamp >= window_start)
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baseline_daily = self._daily_count_baseline(latest.date())
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baseline_hourly = max(baseline_daily / 24.0, 0.1)
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return round(current_hour_count / baseline_hourly, 2)
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def _analyze_frequency(self, events: list[BehavioralEvent], frequency_change: float) -> BehavioralSignal | None:
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latest = events[-1].timestamp
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window_start = latest - timedelta(hours=1)
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current_hour_count = sum(1 for event in events if event.timestamp >= window_start)
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if current_hour_count >= 6 and frequency_change >= 3.0:
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level = "HIGH" if frequency_change >= 6.0 else "MEDIUM"
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return BehavioralSignal(
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signal_type="frequency",
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risk_level=level,
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description=f"Rapid message frequency spike: {current_hour_count} messages in the last hour ({frequency_change}x baseline)",
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evidence=[f"Current hour count: {current_hour_count}", f"Frequency change: {frequency_change}x"],
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score=min(1.0, frequency_change / 8.0),
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)
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return None
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def _analyze_time(self, events: list[BehavioralEvent]) -> BehavioralSignal | None:
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latest = events[-1].timestamp
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hour = latest.hour
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if hour in HIGH_RISK_HOURS:
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return BehavioralSignal(
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signal_type="time",
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risk_level="MEDIUM",
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description=f"Late-night messaging detected at {latest.strftime('%H:%M')}",
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evidence=[f"Latest message timestamp: {latest.isoformat()}"],
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score=0.45,
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)
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if hour in ELEVATED_RISK_HOURS:
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return BehavioralSignal(
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signal_type="time",
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risk_level="LOW",
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description=f"Off-hours messaging detected at {latest.strftime('%H:%M')}",
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evidence=[f"Latest message timestamp: {latest.isoformat()}"],
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score=0.2,
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)
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return None
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def _analyze_withdrawal(self, session_id: str, events: list[BehavioralEvent]) -> BehavioralSignal | None:
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current_date = events[-1].timestamp.date()
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baseline_daily = self._daily_count_baseline(current_date)
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if baseline_daily < 3.0:
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return None
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current_day_count = sum(1 for event in events if event.timestamp.date() == current_date)
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current_avg_len = sum(event.message_length for event in events if event.timestamp.date() == current_date) / max(current_day_count, 1)
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prior_events = [
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event
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for sid, session_events in self._events_by_session.items()
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if sid != session_id
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for event in session_events
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if event.role == "user" and event.timestamp.date() >= current_date - timedelta(days=ROLLING_BASELINE_DAYS)
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]
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if not prior_events:
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return None
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prior_avg_len = sum(event.message_length for event in prior_events) / len(prior_events)
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if current_day_count <= max(1, baseline_daily * 0.3):
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score = 0.55 if current_day_count == 1 else 0.4
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if current_avg_len < prior_avg_len * 0.5:
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score += 0.15
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return BehavioralSignal(
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signal_type="withdrawal",
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risk_level="HIGH" if score >= 0.6 else "MEDIUM",
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description="Sharp drop from recent communication baseline suggests withdrawal/isolation",
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evidence=[
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f"Current day count: {current_day_count}",
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f"7-day daily baseline: {baseline_daily:.2f}",
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f"Average message length: {current_avg_len:.1f} vs {prior_avg_len:.1f}",
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],
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score=min(1.0, score),
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)
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return None
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def _analyze_return_after_absence(self, session_id: str, events: list[BehavioralEvent]) -> BehavioralSignal | None:
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current_start = events[0].timestamp
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prior_events = [
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event
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for sid, session_events in self._events_by_session.items()
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if sid != session_id
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for event in session_events
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if event.role == "user" and event.timestamp < current_start
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]
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if not prior_events:
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return None
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latest_prior = max(prior_events, key=lambda item: item.timestamp)
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gap = current_start - latest_prior.timestamp
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if gap >= timedelta(days=RETURN_AFTER_ABSENCE_DAYS):
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return BehavioralSignal(
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signal_type="return_after_absence",
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risk_level="MEDIUM",
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description=f"User returned after {gap.days} days of silence",
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evidence=[f"Last prior activity: {latest_prior.timestamp.isoformat()}"],
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score=min(1.0, gap.days / 14.0),
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)
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return None
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def _analyze_escalation(self, events: list[BehavioralEvent]) -> BehavioralSignal | None:
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scored = [event for event in events if event.crisis_score > 0]
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if len(scored) < 3:
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return None
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recent = scored[-5:]
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midpoint = max(1, len(recent) // 2)
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first_avg = sum(event.crisis_score for event in recent[:midpoint]) / len(recent[:midpoint])
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second_avg = sum(event.crisis_score for event in recent[midpoint:]) / len(recent[midpoint:])
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if second_avg >= max(0.4, first_avg * 1.3):
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return BehavioralSignal(
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signal_type="escalation",
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risk_level="HIGH" if second_avg >= 0.65 else "MEDIUM",
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description=f"Behavioral escalation: crisis score trend rose from {first_avg:.2f} to {second_avg:.2f}",
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evidence=[f"Recent crisis scores: {[round(event.crisis_score, 2) for event in recent]}"],
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score=min(1.0, second_avg),
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)
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return None
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def _compute_session_length_trend(self, session_id: str, events: list[BehavioralEvent]) -> str:
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current_duration = (events[-1].timestamp - events[0].timestamp).total_seconds()
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previous_durations = []
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current_start = events[0].timestamp
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for sid, session_events in self._events_by_session.items():
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if sid == session_id:
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continue
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user_events = [event for event in session_events if event.role == "user"]
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if len(user_events) < 2:
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continue
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if user_events[-1].timestamp < current_start - timedelta(days=ROLLING_BASELINE_DAYS):
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continue
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previous_durations.append((user_events[-1].timestamp - user_events[0].timestamp).total_seconds())
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if not previous_durations:
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return "stable"
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average_duration = sum(previous_durations) / len(previous_durations)
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if current_duration > average_duration * 1.5:
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return "increasing"
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if current_duration < average_duration * 0.5:
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return "decreasing"
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return "stable"
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def _compute_behavioral_score(self, signals: list[BehavioralSignal]) -> float:
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if not signals:
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return 0.0
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max_score = max(signal.score for signal in signals)
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multi_signal_boost = min(0.2, 0.05 * (len(signals) - 1))
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return round(min(1.0, max_score + multi_signal_boost), 2)
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168
crisis/bridge.py
168
crisis/bridge.py
@@ -1,168 +0,0 @@
|
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#!/usr/bin/env python3
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"""
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Crisis Bridge — HTTP integration between the-door web and hermes-agent.
|
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|
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Provides:
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- GET /api/crisis/escalations — list recent escalation events
|
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- GET /api/crisis/stats — aggregate statistics
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- POST /api/crisis/log — log a new escalation (from hermes-agent)
|
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- POST /api/crisis/resolve/:id — mark escalation as resolved
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|
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Can be mounted as an ASGI/FastAPI sub-app or used standalone.
|
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Falls back to a simple HTTP server if no framework is available.
|
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"""
|
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|
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import json
|
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import os
|
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from typing import Optional
|
||||
|
||||
from .tracker import (
|
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log_escalation,
|
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get_escalations,
|
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mark_resolved,
|
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get_stats,
|
||||
)
|
||||
|
||||
|
||||
def handle_crisis_api(method: str, path: str, body: Optional[str] = None,
|
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hermes_home: Optional[str] = None) -> dict:
|
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"""
|
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Handle a crisis API request. Returns dict with status, headers, body.
|
||||
|
||||
Args:
|
||||
method: HTTP method (GET, POST)
|
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path: Request path (e.g., "/api/crisis/escalations")
|
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body: JSON request body (for POST)
|
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hermes_home: Override HERMES_HOME path
|
||||
|
||||
Returns:
|
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{"status": int, "headers": dict, "body": str}
|
||||
"""
|
||||
# Normalize path
|
||||
path = path.rstrip("/")
|
||||
|
||||
# GET /api/crisis/escalations
|
||||
if method == "GET" and path == "/api/crisis/escalations":
|
||||
params = _parse_query(path)
|
||||
events = get_escalations(
|
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limit=int(params.get("limit", 50)),
|
||||
source=params.get("source"),
|
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level=params.get("level"),
|
||||
session_id=params.get("session_id"),
|
||||
since=params.get("since"),
|
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hermes_home=hermes_home,
|
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)
|
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return _json_response(200, {"events": events, "count": len(events)})
|
||||
|
||||
# GET /api/crisis/stats
|
||||
if method == "GET" and path == "/api/crisis/stats":
|
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stats = get_stats(hermes_home=hermes_home)
|
||||
return _json_response(200, stats)
|
||||
|
||||
# POST /api/crisis/log
|
||||
if method == "POST" and path == "/api/crisis/log":
|
||||
if not body:
|
||||
return _json_response(400, {"error": "Missing request body"})
|
||||
try:
|
||||
data = json.loads(body)
|
||||
except json.JSONDecodeError:
|
||||
return _json_response(400, {"error": "Invalid JSON"})
|
||||
|
||||
required = ["source", "session_id", "level", "indicators"]
|
||||
missing = [f for f in required if f not in data]
|
||||
if missing:
|
||||
return _json_response(400, {"error": f"Missing fields: {missing}"})
|
||||
|
||||
event = log_escalation(
|
||||
source=data["source"],
|
||||
session_id=data["session_id"],
|
||||
level=data["level"],
|
||||
indicators=data.get("indicators", []),
|
||||
score=data.get("score", 0.0),
|
||||
action_taken=data.get("action_taken", ""),
|
||||
hermes_home=hermes_home,
|
||||
)
|
||||
return _json_response(201, event)
|
||||
|
||||
# POST /api/crisis/resolve/:id
|
||||
if method == "POST" and path.startswith("/api/crisis/resolve/"):
|
||||
event_id = path.split("/")[-1]
|
||||
if mark_resolved(event_id, hermes_home=hermes_home):
|
||||
return _json_response(200, {"resolved": True, "id": event_id})
|
||||
return _json_response(404, {"error": "Event not found"})
|
||||
|
||||
return _json_response(404, {"error": "Not found"})
|
||||
|
||||
|
||||
def _parse_query(path: str) -> dict:
|
||||
"""Extract query parameters from path."""
|
||||
params = {}
|
||||
if "?" in path:
|
||||
query = path.split("?", 1)[1]
|
||||
for pair in query.split("&"):
|
||||
if "=" in pair:
|
||||
k, v = pair.split("=", 1)
|
||||
params[k] = v
|
||||
return params
|
||||
|
||||
|
||||
def _json_response(status: int, body: dict) -> dict:
|
||||
"""Format a JSON response."""
|
||||
return {
|
||||
"status": status,
|
||||
"headers": {"Content-Type": "application/json"},
|
||||
"body": json.dumps(body, indent=2),
|
||||
}
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Standalone server (for development / testing)
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
def run_standalone(host: str = "127.0.0.1", port: int = 8650,
|
||||
hermes_home: Optional[str] = None):
|
||||
"""Run a minimal HTTP server for the crisis API."""
|
||||
try:
|
||||
from http.server import HTTPServer, BaseHTTPRequestHandler
|
||||
except ImportError:
|
||||
print("http.server not available")
|
||||
return
|
||||
|
||||
class Handler(BaseHTTPRequestHandler):
|
||||
def do_GET(self):
|
||||
result = handle_crisis_api("GET", self.path, hermes_home=hermes_home)
|
||||
self._send(result)
|
||||
|
||||
def do_POST(self):
|
||||
length = int(self.headers.get("Content-Length", 0))
|
||||
body = self.rfile.read(length).decode() if length > 0 else None
|
||||
result = handle_crisis_api("POST", self.path, body, hermes_home=hermes_home)
|
||||
self._send(result)
|
||||
|
||||
def _send(self, result):
|
||||
self.send_response(result["status"])
|
||||
for k, v in result["headers"].items():
|
||||
self.send_header(k, v)
|
||||
self.end_headers()
|
||||
self.wfile.write(result["body"].encode())
|
||||
|
||||
def log_message(self, format, *args):
|
||||
pass # Suppress default logging
|
||||
|
||||
server = HTTPServer((host, port), Handler)
|
||||
print(f"Crisis bridge running at http://{host}:{port}")
|
||||
print(f" GET /api/crisis/escalations")
|
||||
print(f" GET /api/crisis/stats")
|
||||
print(f" POST /api/crisis/log")
|
||||
print(f" POST /api/crisis/resolve/:id")
|
||||
server.serve_forever()
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
import argparse
|
||||
parser = argparse.ArgumentParser(description="Crisis Bridge API Server")
|
||||
parser.add_argument("--host", default="127.0.0.1")
|
||||
parser.add_argument("--port", type=int, default=8650)
|
||||
parser.add_argument("--hermes-home", default=None)
|
||||
args = parser.parse_args()
|
||||
run_standalone(args.host, args.port, args.hermes_home)
|
||||
@@ -22,6 +22,7 @@ from .response import (
|
||||
get_system_prompt_modifier,
|
||||
CrisisResponse,
|
||||
)
|
||||
from .session_tracker import CrisisSessionTracker
|
||||
|
||||
|
||||
def check_crisis(text: str) -> dict:
|
||||
|
||||
325
crisis/session_tracker.py
Normal file
325
crisis/session_tracker.py
Normal file
@@ -0,0 +1,325 @@
|
||||
"""
|
||||
Session-level crisis tracking and escalation for the-door (P0 #35).
|
||||
|
||||
Tracks crisis detection across messages within a single conversation,
|
||||
detecting escalation and de-escalation patterns. Privacy-first: no
|
||||
persistence beyond the conversation session.
|
||||
|
||||
Each message is analyzed in isolation by detect.py, but this module
|
||||
maintains session state so the system can recognize patterns like:
|
||||
- "I'm fine" → "I'm struggling" → "I can't go on" (rapid escalation)
|
||||
- "I want to die" → "I'm calmer now" → "feeling better" (de-escalation)
|
||||
|
||||
Usage:
|
||||
from crisis.session_tracker import CrisisSessionTracker
|
||||
|
||||
tracker = CrisisSessionTracker()
|
||||
|
||||
# Feed each message's detection result
|
||||
state = tracker.record(detect_crisis("I'm having a tough day"))
|
||||
print(state.current_level) # "LOW"
|
||||
print(state.is_escalating) # False
|
||||
|
||||
state = tracker.record(detect_crisis("I feel hopeless"))
|
||||
print(state.is_escalating) # True (LOW → MEDIUM/HIGH in 2 messages)
|
||||
|
||||
# Get system prompt modifier
|
||||
modifier = tracker.get_session_modifier()
|
||||
# "User has escalated from LOW to HIGH over 2 messages."
|
||||
|
||||
# Reset for new session
|
||||
tracker.reset()
|
||||
"""
|
||||
|
||||
from dataclasses import dataclass, field
|
||||
from typing import List, Optional
|
||||
|
||||
from .behavioral import BehavioralTracker
|
||||
from .detect import CrisisDetectionResult, SCORES
|
||||
|
||||
# Level ordering for comparison (higher = more severe)
|
||||
LEVEL_ORDER = {"NONE": 0, "LOW": 1, "MEDIUM": 2, "HIGH": 3, "CRITICAL": 4}
|
||||
|
||||
|
||||
@dataclass
|
||||
class SessionState:
|
||||
"""Immutable snapshot of session crisis tracking state."""
|
||||
|
||||
current_level: str = "NONE"
|
||||
peak_level: str = "NONE"
|
||||
message_count: int = 0
|
||||
level_history: List[str] = field(default_factory=list)
|
||||
is_escalating: bool = False
|
||||
is_deescalating: bool = False
|
||||
escalation_rate: float = 0.0 # levels gained per message
|
||||
consecutive_low_messages: int = 0 # for de-escalation tracking
|
||||
behavioral_score: float = 0.0
|
||||
behavioral_signals: List[dict] = field(default_factory=list)
|
||||
frequency_change: float = 1.0
|
||||
is_late_night: bool = False
|
||||
session_length_trend: str = "stable"
|
||||
withdrawal_detected: bool = False
|
||||
|
||||
|
||||
class CrisisSessionTracker:
|
||||
"""
|
||||
Session-level crisis state tracker.
|
||||
|
||||
Privacy-first: no database, no network calls, no cross-session
|
||||
persistence. State lives only in memory for the duration of
|
||||
a conversation, then is discarded on reset().
|
||||
"""
|
||||
|
||||
# Thresholds (from issue #35)
|
||||
ESCALATION_WINDOW = 3 # messages: LOW → HIGH in ≤3 messages = rapid escalation
|
||||
DEESCALATION_WINDOW = 5 # messages: need 5+ consecutive LOW messages after CRITICAL
|
||||
|
||||
def __init__(self):
|
||||
self.reset()
|
||||
|
||||
def reset(self):
|
||||
"""Reset all session state. Call on new conversation."""
|
||||
self._current_level = "NONE"
|
||||
self._peak_level = "NONE"
|
||||
self._message_count = 0
|
||||
self._level_history: List[str] = []
|
||||
self._consecutive_low = 0
|
||||
self._behavioral_tracker = BehavioralTracker()
|
||||
self._behavioral_session_id = "current-session"
|
||||
|
||||
@property
|
||||
def state(self) -> SessionState:
|
||||
"""Return immutable snapshot of current session state."""
|
||||
is_escalating = self._detect_escalation()
|
||||
is_deescalating = self._detect_deescalation()
|
||||
rate = self._compute_escalation_rate()
|
||||
behavioral = self._behavioral_tracker.get_risk_signals(self._behavioral_session_id)
|
||||
|
||||
return SessionState(
|
||||
current_level=self._current_level,
|
||||
peak_level=self._peak_level,
|
||||
message_count=self._message_count,
|
||||
level_history=list(self._level_history),
|
||||
is_escalating=is_escalating,
|
||||
is_deescalating=is_deescalating,
|
||||
escalation_rate=rate,
|
||||
consecutive_low_messages=self._consecutive_low,
|
||||
behavioral_score=behavioral["behavioral_score"],
|
||||
behavioral_signals=behavioral["signals"],
|
||||
frequency_change=behavioral["frequency_change"],
|
||||
is_late_night=behavioral["is_late_night"],
|
||||
session_length_trend=behavioral["session_length_trend"],
|
||||
withdrawal_detected=behavioral["withdrawal_detected"],
|
||||
)
|
||||
|
||||
def record(
|
||||
self,
|
||||
detection: CrisisDetectionResult,
|
||||
*,
|
||||
timestamp=None,
|
||||
message_length: int = 0,
|
||||
role: str = "user",
|
||||
) -> SessionState:
|
||||
"""
|
||||
Record a crisis detection result for the current message.
|
||||
|
||||
Returns updated SessionState.
|
||||
"""
|
||||
from datetime import datetime, timezone
|
||||
|
||||
level = detection.level
|
||||
self._message_count += 1
|
||||
self._level_history.append(level)
|
||||
|
||||
# Update peak
|
||||
if LEVEL_ORDER.get(level, 0) > LEVEL_ORDER.get(self._peak_level, 0):
|
||||
self._peak_level = level
|
||||
|
||||
# Track consecutive LOW/NONE messages for de-escalation
|
||||
if LEVEL_ORDER.get(level, 0) <= LEVEL_ORDER["LOW"]:
|
||||
self._consecutive_low += 1
|
||||
else:
|
||||
self._consecutive_low = 0
|
||||
|
||||
if role == "user":
|
||||
if timestamp is None:
|
||||
timestamp = datetime.now(timezone.utc)
|
||||
self._behavioral_tracker.record(
|
||||
self._behavioral_session_id,
|
||||
timestamp,
|
||||
message_length=message_length,
|
||||
crisis_score=detection.score,
|
||||
role=role,
|
||||
)
|
||||
|
||||
self._current_level = level
|
||||
return self.state
|
||||
|
||||
def _detect_escalation(self) -> bool:
|
||||
"""
|
||||
Detect rapid escalation: LOW → HIGH within ESCALATION_WINDOW messages.
|
||||
|
||||
Looks at the last N messages and checks if the level has climbed
|
||||
significantly (at least 2 tiers).
|
||||
"""
|
||||
if len(self._level_history) < 2:
|
||||
return False
|
||||
|
||||
window = self._level_history[-self.ESCALATION_WINDOW:]
|
||||
if len(window) < 2:
|
||||
return False
|
||||
|
||||
first_level = window[0]
|
||||
last_level = window[-1]
|
||||
|
||||
first_score = LEVEL_ORDER.get(first_level, 0)
|
||||
last_score = LEVEL_ORDER.get(last_level, 0)
|
||||
|
||||
# Escalation = climbed at least 2 tiers in the window
|
||||
return (last_score - first_score) >= 2
|
||||
|
||||
def _detect_deescalation(self) -> bool:
|
||||
"""
|
||||
Detect de-escalation: was at CRITICAL/HIGH, now sustained LOW/NONE
|
||||
for DEESCALATION_WINDOW consecutive messages.
|
||||
"""
|
||||
if LEVEL_ORDER.get(self._peak_level, 0) < LEVEL_ORDER["HIGH"]:
|
||||
return False
|
||||
|
||||
return self._consecutive_low >= self.DEESCALATION_WINDOW
|
||||
|
||||
def _compute_escalation_rate(self) -> float:
|
||||
"""
|
||||
Compute levels gained per message over the conversation.
|
||||
|
||||
Positive = escalating, negative = de-escalating, 0 = stable.
|
||||
"""
|
||||
if self._message_count < 2:
|
||||
return 0.0
|
||||
|
||||
first = LEVEL_ORDER.get(self._level_history[0], 0)
|
||||
current = LEVEL_ORDER.get(self._current_level, 0)
|
||||
|
||||
return (current - first) / (self._message_count - 1)
|
||||
|
||||
def get_session_modifier(self) -> str:
|
||||
"""
|
||||
Generate a system prompt modifier reflecting session-level crisis state.
|
||||
|
||||
Returns empty string if no session context is relevant.
|
||||
"""
|
||||
if self._message_count < 2:
|
||||
return ""
|
||||
|
||||
s = self.state
|
||||
|
||||
if s.is_escalating:
|
||||
return (
|
||||
f"User has escalated from {self._level_history[0]} to "
|
||||
f"{s.current_level} over {s.message_count} messages. "
|
||||
f"Peak crisis level this session: {s.peak_level}. "
|
||||
"Respond with heightened awareness. The trajectory is "
|
||||
"worsening — prioritize safety and connection."
|
||||
)
|
||||
|
||||
if s.is_deescalating:
|
||||
return (
|
||||
f"User previously reached {s.peak_level} crisis level "
|
||||
f"but has been at {s.current_level} or below for "
|
||||
f"{s.consecutive_low_messages} consecutive messages. "
|
||||
"The situation appears to be stabilizing. Continue "
|
||||
"supportive engagement while remaining vigilant."
|
||||
)
|
||||
|
||||
notes = []
|
||||
|
||||
if s.peak_level in ("CRITICAL", "HIGH") and s.current_level not in ("CRITICAL", "HIGH"):
|
||||
notes.append(
|
||||
f"User previously reached {s.peak_level} crisis level this session (currently {s.current_level}). "
|
||||
"Continue with care and awareness of the earlier crisis."
|
||||
)
|
||||
|
||||
if s.behavioral_score >= 0.35 and s.behavioral_signals:
|
||||
signal_names = ", ".join(item["signal_type"] for item in s.behavioral_signals)
|
||||
notes.append(
|
||||
f"Behavioral risk signals detected this session: {signal_names}. "
|
||||
"Use the behavioral context to increase sensitivity and warmth."
|
||||
)
|
||||
|
||||
return " ".join(notes)
|
||||
|
||||
def get_ui_hints(self) -> dict:
|
||||
"""
|
||||
Return UI hints based on session state for the frontend.
|
||||
|
||||
These are advisory — the frontend decides what to show.
|
||||
"""
|
||||
s = self.state
|
||||
|
||||
hints = {
|
||||
"session_escalating": s.is_escalating,
|
||||
"session_deescalating": s.is_deescalating,
|
||||
"session_peak_level": s.peak_level,
|
||||
"session_message_count": s.message_count,
|
||||
"behavioral_score": s.behavioral_score,
|
||||
"is_late_night": s.is_late_night,
|
||||
"withdrawal_detected": s.withdrawal_detected,
|
||||
"session_length_trend": s.session_length_trend,
|
||||
}
|
||||
|
||||
if s.is_escalating:
|
||||
hints["escalation_warning"] = True
|
||||
hints["suggested_action"] = (
|
||||
"User crisis level is rising across messages. "
|
||||
"Consider increasing intervention level."
|
||||
)
|
||||
|
||||
if s.behavioral_score >= 0.5:
|
||||
hints["behavioral_warning"] = True
|
||||
hints.setdefault(
|
||||
"suggested_action",
|
||||
"Behavioral risk patterns are active. Keep the response warm, grounded, and alert."
|
||||
)
|
||||
|
||||
return hints
|
||||
|
||||
|
||||
def check_crisis_with_session(
|
||||
text: str,
|
||||
tracker: CrisisSessionTracker,
|
||||
timestamp=None,
|
||||
) -> dict:
|
||||
"""
|
||||
Convenience: detect crisis and update session state in one call.
|
||||
|
||||
Returns combined single-message detection + session-level context.
|
||||
"""
|
||||
from .detect import detect_crisis
|
||||
from .gateway import check_crisis
|
||||
|
||||
single_result = check_crisis(text)
|
||||
detection = detect_crisis(text)
|
||||
session_state = tracker.record(detection, timestamp=timestamp, message_length=len(text))
|
||||
|
||||
behavioral = {
|
||||
"frequency_change": session_state.frequency_change,
|
||||
"is_late_night": session_state.is_late_night,
|
||||
"session_length_trend": session_state.session_length_trend,
|
||||
"withdrawal_detected": session_state.withdrawal_detected,
|
||||
"behavioral_score": session_state.behavioral_score,
|
||||
"signals": session_state.behavioral_signals,
|
||||
}
|
||||
|
||||
return {
|
||||
**single_result,
|
||||
"session": {
|
||||
"current_level": session_state.current_level,
|
||||
"peak_level": session_state.peak_level,
|
||||
"message_count": session_state.message_count,
|
||||
"is_escalating": session_state.is_escalating,
|
||||
"is_deescalating": session_state.is_deescalating,
|
||||
"modifier": tracker.get_session_modifier(),
|
||||
"ui_hints": tracker.get_ui_hints(),
|
||||
"behavioral": behavioral,
|
||||
},
|
||||
}
|
||||
@@ -1,178 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
Tests for crisis/tracker.py and crisis/bridge.py — shared escalation state.
|
||||
|
||||
Run with: python -m pytest crisis/test_tracker.py -v
|
||||
"""
|
||||
|
||||
import json
|
||||
import os
|
||||
import sys
|
||||
import tempfile
|
||||
import unittest
|
||||
|
||||
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
|
||||
|
||||
from crisis.tracker import log_escalation, get_escalations, mark_resolved, get_stats
|
||||
from crisis.bridge import handle_crisis_api
|
||||
|
||||
|
||||
class TestTracker(unittest.TestCase):
|
||||
"""Test the shared escalation tracker."""
|
||||
|
||||
def setUp(self):
|
||||
self.tmpdir = tempfile.mkdtemp()
|
||||
self.escalations_path = os.path.join(self.tmpdir, "crisis_escalations.jsonl")
|
||||
|
||||
def test_log_and_read(self):
|
||||
event = log_escalation(
|
||||
source="the-door",
|
||||
session_id="web-123",
|
||||
level="HIGH",
|
||||
indicators=["hopeless"],
|
||||
score=0.75,
|
||||
action_taken="Showed crisis panel",
|
||||
hermes_home=self.tmpdir,
|
||||
)
|
||||
self.assertIn("id", event)
|
||||
self.assertIn("timestamp", event)
|
||||
self.assertEqual(event["source"], "the-door")
|
||||
self.assertEqual(event["level"], "HIGH")
|
||||
self.assertFalse(event["resolved"])
|
||||
|
||||
# Read back
|
||||
events = get_escalations(hermes_home=self.tmpdir)
|
||||
self.assertEqual(len(events), 1)
|
||||
self.assertEqual(events[0]["id"], event["id"])
|
||||
|
||||
def test_filter_by_source(self):
|
||||
log_escalation("the-door", "w1", "LOW", [], 0.25, hermes_home=self.tmpdir)
|
||||
log_escalation("hermes-agent", "c1", "HIGH", [], 0.75, hermes_home=self.tmpdir)
|
||||
|
||||
door_events = get_escalations(source="the-door", hermes_home=self.tmpdir)
|
||||
agent_events = get_escalations(source="hermes-agent", hermes_home=self.tmpdir)
|
||||
|
||||
self.assertEqual(len(door_events), 1)
|
||||
self.assertEqual(len(agent_events), 1)
|
||||
self.assertEqual(door_events[0]["source"], "the-door")
|
||||
self.assertEqual(agent_events[0]["source"], "hermes-agent")
|
||||
|
||||
def test_filter_by_level(self):
|
||||
log_escalation("the-door", "w1", "CRITICAL", [], 1.0, hermes_home=self.tmpdir)
|
||||
log_escalation("the-door", "w1", "LOW", [], 0.25, hermes_home=self.tmpdir)
|
||||
|
||||
critical = get_escalations(level="CRITICAL", hermes_home=self.tmpdir)
|
||||
self.assertEqual(len(critical), 1)
|
||||
|
||||
def test_filter_by_session(self):
|
||||
log_escalation("the-door", "session-A", "HIGH", [], 0.75, hermes_home=self.tmpdir)
|
||||
log_escalation("the-door", "session-B", "HIGH", [], 0.75, hermes_home=self.tmpdir)
|
||||
|
||||
events = get_escalations(session_id="session-A", hermes_home=self.tmpdir)
|
||||
self.assertEqual(len(events), 1)
|
||||
|
||||
def test_mark_resolved(self):
|
||||
event = log_escalation("the-door", "w1", "HIGH", [], 0.75, hermes_home=self.tmpdir)
|
||||
self.assertFalse(event["resolved"])
|
||||
|
||||
result = mark_resolved(event["id"], hermes_home=self.tmpdir)
|
||||
self.assertTrue(result)
|
||||
|
||||
events = get_escalations(hermes_home=self.tmpdir)
|
||||
self.assertTrue(events[0]["resolved"])
|
||||
self.assertIn("resolved_at", events[0])
|
||||
|
||||
def test_mark_resolved_not_found(self):
|
||||
result = mark_resolved("nonexistent-id", hermes_home=self.tmpdir)
|
||||
self.assertFalse(result)
|
||||
|
||||
def test_get_stats(self):
|
||||
log_escalation("the-door", "w1", "CRITICAL", [], 1.0, hermes_home=self.tmpdir)
|
||||
log_escalation("the-door", "w1", "HIGH", [], 0.75, hermes_home=self.tmpdir)
|
||||
log_escalation("hermes-agent", "c1", "HIGH", [], 0.75, hermes_home=self.tmpdir)
|
||||
log_escalation("hermes-agent", "c2", "LOW", [], 0.25, hermes_home=self.tmpdir)
|
||||
|
||||
stats = get_stats(hermes_home=self.tmpdir)
|
||||
self.assertEqual(stats["total"], 4)
|
||||
self.assertEqual(stats["by_level"]["CRITICAL"], 1)
|
||||
self.assertEqual(stats["by_level"]["HIGH"], 2)
|
||||
self.assertEqual(stats["by_source"]["the-door"], 2)
|
||||
self.assertEqual(stats["by_source"]["hermes-agent"], 2)
|
||||
self.assertEqual(stats["unresolved"], 4)
|
||||
|
||||
def test_limit(self):
|
||||
for i in range(10):
|
||||
log_escalation("the-door", f"s{i}", "LOW", [], 0.25, hermes_home=self.tmpdir)
|
||||
|
||||
events = get_escalations(limit=3, hermes_home=self.tmpdir)
|
||||
self.assertEqual(len(events), 3)
|
||||
|
||||
def test_empty_returns_empty(self):
|
||||
events = get_escalations(hermes_home=self.tmpdir)
|
||||
self.assertEqual(events, [])
|
||||
|
||||
stats = get_stats(hermes_home=self.tmpdir)
|
||||
self.assertEqual(stats["total"], 0)
|
||||
|
||||
|
||||
class TestBridge(unittest.TestCase):
|
||||
"""Test the HTTP bridge API handler."""
|
||||
|
||||
def setUp(self):
|
||||
self.tmpdir = tempfile.mkdtemp()
|
||||
|
||||
def test_get_escalations_empty(self):
|
||||
result = handle_crisis_api("GET", "/api/crisis/escalations", hermes_home=self.tmpdir)
|
||||
self.assertEqual(result["status"], 200)
|
||||
body = json.loads(result["body"])
|
||||
self.assertEqual(body["count"], 0)
|
||||
|
||||
def test_post_log(self):
|
||||
body = json.dumps({
|
||||
"source": "hermes-agent",
|
||||
"session_id": "cli-456",
|
||||
"level": "CRITICAL",
|
||||
"indicators": ["want to die"],
|
||||
"score": 1.0,
|
||||
"action_taken": "988 provided",
|
||||
})
|
||||
result = handle_crisis_api("POST", "/api/crisis/log", body=body, hermes_home=self.tmpdir)
|
||||
self.assertEqual(result["status"], 201)
|
||||
event = json.loads(result["body"])
|
||||
self.assertEqual(event["level"], "CRITICAL")
|
||||
self.assertIn("id", event)
|
||||
|
||||
def test_post_log_missing_fields(self):
|
||||
body = json.dumps({"source": "test"})
|
||||
result = handle_crisis_api("POST", "/api/crisis/log", body=body, hermes_home=self.tmpdir)
|
||||
self.assertEqual(result["status"], 400)
|
||||
|
||||
def test_post_log_invalid_json(self):
|
||||
result = handle_crisis_api("POST", "/api/crisis/log", body="not json", hermes_home=self.tmpdir)
|
||||
self.assertEqual(result["status"], 400)
|
||||
|
||||
def test_get_stats(self):
|
||||
# Log some events first
|
||||
body = json.dumps({"source": "test", "session_id": "s1", "level": "HIGH", "indicators": []})
|
||||
handle_crisis_api("POST", "/api/crisis/log", body=body, hermes_home=self.tmpdir)
|
||||
|
||||
result = handle_crisis_api("GET", "/api/crisis/stats", hermes_home=self.tmpdir)
|
||||
self.assertEqual(result["status"], 200)
|
||||
stats = json.loads(result["body"])
|
||||
self.assertEqual(stats["total"], 1)
|
||||
|
||||
def test_resolve_via_api(self):
|
||||
body = json.dumps({"source": "test", "session_id": "s1", "level": "HIGH", "indicators": []})
|
||||
create_result = handle_crisis_api("POST", "/api/crisis/log", body=body, hermes_home=self.tmpdir)
|
||||
event_id = json.loads(create_result["body"])["id"]
|
||||
|
||||
result = handle_crisis_api("POST", f"/api/crisis/resolve/{event_id}", hermes_home=self.tmpdir)
|
||||
self.assertEqual(result["status"], 200)
|
||||
|
||||
def test_404(self):
|
||||
result = handle_crisis_api("GET", "/api/crisis/nonexistent", hermes_home=self.tmpdir)
|
||||
self.assertEqual(result["status"], 404)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
unittest.main()
|
||||
@@ -1,221 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
Crisis Escalation Tracker — shared state between the-door web and hermes-agent.
|
||||
|
||||
Writes crisis events to a JSONL file at ~/.hermes/crisis_escalations.jsonl.
|
||||
Both the-door (web sessions) and hermes-agent (CLI sessions) write here.
|
||||
The-door UI reads from it to show unified escalation history.
|
||||
|
||||
Format per line:
|
||||
{
|
||||
"id": "uuid",
|
||||
"timestamp": "ISO-8601",
|
||||
"source": "the-door" | "hermes-agent",
|
||||
"session_id": "session-identifier",
|
||||
"level": "CRITICAL" | "HIGH" | "MEDIUM" | "LOW",
|
||||
"indicators": ["pattern1", ...],
|
||||
"score": 0.0-1.0,
|
||||
"action_taken": "description",
|
||||
"resolved": false
|
||||
}
|
||||
"""
|
||||
|
||||
import json
|
||||
import os
|
||||
import time
|
||||
import uuid
|
||||
from datetime import datetime, timezone
|
||||
from pathlib import Path
|
||||
from typing import Any, Dict, List, Optional
|
||||
|
||||
|
||||
def _get_escalations_path(hermes_home: Optional[str] = None) -> Path:
|
||||
"""Return path to the shared escalation log."""
|
||||
if hermes_home:
|
||||
base = Path(hermes_home)
|
||||
else:
|
||||
base = Path(os.environ.get("HERMES_HOME", os.path.expanduser("~/.hermes")))
|
||||
base.mkdir(parents=True, exist_ok=True)
|
||||
return base / "crisis_escalations.jsonl"
|
||||
|
||||
|
||||
def log_escalation(
|
||||
source: str,
|
||||
session_id: str,
|
||||
level: str,
|
||||
indicators: List[str],
|
||||
score: float,
|
||||
action_taken: str = "",
|
||||
hermes_home: Optional[str] = None,
|
||||
) -> Dict[str, Any]:
|
||||
"""
|
||||
Log a crisis escalation event.
|
||||
|
||||
Args:
|
||||
source: "the-door" or "hermes-agent"
|
||||
session_id: Session identifier
|
||||
level: CRITICAL, HIGH, MEDIUM, LOW
|
||||
indicators: List of matched patterns
|
||||
score: Detection score (0.0-1.0)
|
||||
action_taken: Description of what was done
|
||||
hermes_home: Override HERMES_HOME path
|
||||
|
||||
Returns:
|
||||
The logged event dict (with id and timestamp added)
|
||||
"""
|
||||
event = {
|
||||
"id": str(uuid.uuid4()),
|
||||
"timestamp": datetime.now(timezone.utc).isoformat(),
|
||||
"source": source,
|
||||
"session_id": session_id,
|
||||
"level": level,
|
||||
"indicators": indicators,
|
||||
"score": score,
|
||||
"action_taken": action_taken,
|
||||
"resolved": False,
|
||||
}
|
||||
|
||||
path = _get_escalations_path(hermes_home)
|
||||
with open(path, "a") as f:
|
||||
f.write(json.dumps(event) + "\n")
|
||||
|
||||
return event
|
||||
|
||||
|
||||
def get_escalations(
|
||||
limit: int = 50,
|
||||
source: Optional[str] = None,
|
||||
level: Optional[str] = None,
|
||||
session_id: Optional[str] = None,
|
||||
since: Optional[str] = None,
|
||||
hermes_home: Optional[str] = None,
|
||||
) -> List[Dict[str, Any]]:
|
||||
"""
|
||||
Read escalation events from the shared log.
|
||||
|
||||
Args:
|
||||
limit: Maximum events to return
|
||||
source: Filter by source ("the-door" or "hermes-agent")
|
||||
level: Filter by crisis level
|
||||
session_id: Filter by session
|
||||
since: ISO timestamp — only return events after this time
|
||||
hermes_home: Override HERMES_HOME path
|
||||
|
||||
Returns:
|
||||
List of event dicts, newest first
|
||||
"""
|
||||
path = _get_escalations_path(hermes_home)
|
||||
if not path.exists():
|
||||
return []
|
||||
|
||||
events = []
|
||||
try:
|
||||
with open(path) as f:
|
||||
for line in f:
|
||||
line = line.strip()
|
||||
if not line:
|
||||
continue
|
||||
try:
|
||||
event = json.loads(line)
|
||||
except json.JSONDecodeError:
|
||||
continue
|
||||
|
||||
# Apply filters
|
||||
if source and event.get("source") != source:
|
||||
continue
|
||||
if level and event.get("level") != level:
|
||||
continue
|
||||
if session_id and event.get("session_id") != session_id:
|
||||
continue
|
||||
if since and event.get("timestamp", "") <= since:
|
||||
continue
|
||||
|
||||
events.append(event)
|
||||
except OSError:
|
||||
return []
|
||||
|
||||
# Sort newest first and limit
|
||||
events.sort(key=lambda e: e.get("timestamp", ""), reverse=True)
|
||||
return events[:limit]
|
||||
|
||||
|
||||
def mark_resolved(
|
||||
event_id: str,
|
||||
hermes_home: Optional[str] = None,
|
||||
) -> bool:
|
||||
"""
|
||||
Mark an escalation event as resolved.
|
||||
|
||||
Returns True if the event was found and updated.
|
||||
"""
|
||||
path = _get_escalations_path(hermes_home)
|
||||
if not path.exists():
|
||||
return False
|
||||
|
||||
events = []
|
||||
found = False
|
||||
with open(path) as f:
|
||||
for line in f:
|
||||
line = line.strip()
|
||||
if not line:
|
||||
continue
|
||||
try:
|
||||
event = json.loads(line)
|
||||
except json.JSONDecodeError:
|
||||
events.append(line)
|
||||
continue
|
||||
|
||||
if event.get("id") == event_id:
|
||||
event["resolved"] = True
|
||||
event["resolved_at"] = datetime.now(timezone.utc).isoformat()
|
||||
found = True
|
||||
|
||||
events.append(json.dumps(event))
|
||||
|
||||
if found:
|
||||
with open(path, "w") as f:
|
||||
for line in events:
|
||||
f.write(line + "\n")
|
||||
|
||||
return found
|
||||
|
||||
|
||||
def get_stats(hermes_home: Optional[str] = None) -> Dict[str, Any]:
|
||||
"""
|
||||
Get aggregate statistics about crisis escalations.
|
||||
|
||||
Returns:
|
||||
Dict with counts by level, source, recent activity
|
||||
"""
|
||||
all_events = get_escalations(limit=10000, hermes_home=hermes_home)
|
||||
|
||||
by_level = {}
|
||||
by_source = {}
|
||||
unresolved = 0
|
||||
for event in all_events:
|
||||
lvl = event.get("level", "UNKNOWN")
|
||||
by_level[lvl] = by_level.get(lvl, 0) + 1
|
||||
src = event.get("source", "unknown")
|
||||
by_source[src] = by_source.get(src, 0) + 1
|
||||
if not event.get("resolved"):
|
||||
unresolved += 1
|
||||
|
||||
# Recent: last 24 hours
|
||||
now = datetime.now(timezone.utc)
|
||||
recent = []
|
||||
for event in all_events:
|
||||
try:
|
||||
ts = datetime.fromisoformat(event["timestamp"])
|
||||
if (now - ts).total_seconds() < 86400:
|
||||
recent.append(event)
|
||||
except (ValueError, KeyError):
|
||||
pass
|
||||
|
||||
return {
|
||||
"total": len(all_events),
|
||||
"by_level": by_level,
|
||||
"by_source": by_source,
|
||||
"unresolved": unresolved,
|
||||
"recent_24h": len(recent),
|
||||
"recent_critical": len([e for e in recent if e.get("level") == "CRITICAL"]),
|
||||
}
|
||||
@@ -680,7 +680,7 @@ html, body {
|
||||
|
||||
<!-- Footer -->
|
||||
<footer id="footer">
|
||||
<a href="/about" aria-label="About The Door">about</a>
|
||||
<a href="/about.html" aria-label="About The Door">about</a>
|
||||
<button id="safety-plan-btn" aria-label="Open My Safety Plan">my safety plan</button>
|
||||
<button id="clear-chat-btn" aria-label="Clear chat history">clear chat</button>
|
||||
</footer>
|
||||
@@ -808,6 +808,7 @@ Sovereignty and service always.`;
|
||||
var crisisPanel = document.getElementById('crisis-panel');
|
||||
var crisisOverlay = document.getElementById('crisis-overlay');
|
||||
var overlayDismissBtn = document.getElementById('overlay-dismiss-btn');
|
||||
var overlayCallLink = document.querySelector('.overlay-call');
|
||||
var statusDot = document.querySelector('.status-dot');
|
||||
var statusText = document.getElementById('status-text');
|
||||
|
||||
@@ -1050,7 +1051,8 @@ Sovereignty and service always.`;
|
||||
}
|
||||
}, 1000);
|
||||
|
||||
overlayDismissBtn.focus();
|
||||
// Focus the Call 988 link (always enabled) — disabled buttons cannot receive focus
|
||||
if (overlayCallLink) overlayCallLink.focus();
|
||||
}
|
||||
|
||||
// Register focus trap on document (always listening, gated by class check)
|
||||
|
||||
101
tests/test_behavioral_tracker.py
Normal file
101
tests/test_behavioral_tracker.py
Normal file
@@ -0,0 +1,101 @@
|
||||
"""
|
||||
Tests for behavioral crisis pattern detection (#133).
|
||||
"""
|
||||
|
||||
import os
|
||||
import sys
|
||||
import unittest
|
||||
from datetime import datetime, timedelta, timezone
|
||||
|
||||
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
|
||||
|
||||
from crisis.session_tracker import CrisisSessionTracker, check_crisis_with_session
|
||||
from crisis.behavioral import BehavioralTracker
|
||||
|
||||
|
||||
class TestBehavioralTracker(unittest.TestCase):
|
||||
def _seed_day(self, tracker, *, session_id, day, count, start_hour=10, message_length=48, crisis_score=0.0):
|
||||
base = datetime(2026, 4, day, start_hour, 0, tzinfo=timezone.utc)
|
||||
for i in range(count):
|
||||
tracker.record(
|
||||
session_id,
|
||||
base + timedelta(minutes=i * 10),
|
||||
message_length=message_length,
|
||||
crisis_score=crisis_score,
|
||||
)
|
||||
|
||||
def test_frequency_change_uses_seven_day_baseline(self):
|
||||
tracker = BehavioralTracker()
|
||||
for day in range(1, 8):
|
||||
self._seed_day(tracker, session_id=f"baseline-{day}", day=day, count=2)
|
||||
|
||||
burst_base = datetime(2026, 4, 8, 14, 0, tzinfo=timezone.utc)
|
||||
for i in range(8):
|
||||
tracker.record(
|
||||
"current-session",
|
||||
burst_base + timedelta(minutes=i),
|
||||
message_length=72,
|
||||
crisis_score=0.1,
|
||||
)
|
||||
|
||||
summary = tracker.get_risk_signals("current-session")
|
||||
|
||||
self.assertGreater(summary["frequency_change"], 2.0)
|
||||
self.assertTrue(any(sig["signal_type"] == "frequency" for sig in summary["signals"]))
|
||||
self.assertGreater(summary["behavioral_score"], 0.0)
|
||||
|
||||
def test_late_night_messages_raise_flag(self):
|
||||
tracker = BehavioralTracker()
|
||||
base = datetime(2026, 4, 10, 2, 15, tzinfo=timezone.utc)
|
||||
for i in range(3):
|
||||
tracker.record(
|
||||
"late-night",
|
||||
base + timedelta(minutes=i * 7),
|
||||
message_length=35,
|
||||
crisis_score=0.0,
|
||||
)
|
||||
|
||||
summary = tracker.get_risk_signals("late-night")
|
||||
|
||||
self.assertTrue(summary["is_late_night"])
|
||||
self.assertTrue(any(sig["signal_type"] == "time" for sig in summary["signals"]))
|
||||
|
||||
def test_withdrawal_detected_after_large_drop_from_baseline(self):
|
||||
tracker = BehavioralTracker()
|
||||
for day in range(1, 8):
|
||||
self._seed_day(tracker, session_id=f"baseline-{day}", day=day, count=10, message_length=80)
|
||||
|
||||
tracker.record(
|
||||
"withdrawal-session",
|
||||
datetime(2026, 4, 9, 11, 0, tzinfo=timezone.utc),
|
||||
message_length=18,
|
||||
crisis_score=0.0,
|
||||
)
|
||||
|
||||
summary = tracker.get_risk_signals("withdrawal-session")
|
||||
|
||||
self.assertTrue(summary["withdrawal_detected"])
|
||||
self.assertTrue(any(sig["signal_type"] == "withdrawal" for sig in summary["signals"]))
|
||||
|
||||
|
||||
class TestBehavioralSessionIntegration(unittest.TestCase):
|
||||
def test_check_crisis_with_session_includes_behavioral_summary(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
base = datetime(2026, 4, 20, 2, 0, tzinfo=timezone.utc)
|
||||
|
||||
check_crisis_with_session("can't sleep", tracker, timestamp=base)
|
||||
check_crisis_with_session("still here", tracker, timestamp=base + timedelta(minutes=1))
|
||||
result = check_crisis_with_session("everything feels loud", tracker, timestamp=base + timedelta(minutes=2))
|
||||
|
||||
behavioral = result["session"]["behavioral"]
|
||||
self.assertIn("frequency_change", behavioral)
|
||||
self.assertIn("is_late_night", behavioral)
|
||||
self.assertIn("session_length_trend", behavioral)
|
||||
self.assertIn("withdrawal_detected", behavioral)
|
||||
self.assertIn("behavioral_score", behavioral)
|
||||
self.assertTrue(behavioral["is_late_night"])
|
||||
self.assertGreater(behavioral["behavioral_score"], 0.0)
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
unittest.main()
|
||||
@@ -52,6 +52,34 @@ class TestCrisisOverlayFocusTrap(unittest.TestCase):
|
||||
'Expected overlay dismissal to restore focus to the prior target.',
|
||||
)
|
||||
|
||||
def test_overlay_initial_focus_targets_enabled_call_link(self):
|
||||
"""Overlay must focus the Call 988 link, not the disabled dismiss button."""
|
||||
# Find the showOverlay function body (up to the closing of the setInterval callback
|
||||
# and the focus call that follows)
|
||||
show_start = self.html.find('function showOverlay()')
|
||||
self.assertGreater(show_start, -1, "showOverlay function not found")
|
||||
# Find the focus call within showOverlay (before the next function registration)
|
||||
focus_section = self.html[show_start:show_start + 2000]
|
||||
self.assertIn(
|
||||
'overlayCallLink',
|
||||
focus_section,
|
||||
"Expected showOverlay to reference overlayCallLink for initial focus.",
|
||||
)
|
||||
# Ensure the old buggy pattern is gone
|
||||
focus_line_region = self.html[show_start + 800:show_start + 1200]
|
||||
self.assertNotIn(
|
||||
'overlayDismissBtn.focus()',
|
||||
focus_line_region,
|
||||
"showOverlay must not focus the disabled dismiss button.",
|
||||
)
|
||||
|
||||
def test_overlay_call_link_variable_is_declared(self):
|
||||
self.assertIn(
|
||||
"querySelector('.overlay-call')",
|
||||
self.html,
|
||||
"Expected a JS reference to the .overlay-call link element.",
|
||||
)
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
unittest.main()
|
||||
|
||||
@@ -50,6 +50,22 @@ class TestCrisisOfflinePage(unittest.TestCase):
|
||||
for phrase in required_phrases:
|
||||
self.assertIn(phrase, self.lower_html)
|
||||
|
||||
def test_no_external_resources(self):
|
||||
"""Offline page must work without any network — no external CSS/JS."""
|
||||
import re
|
||||
html = self.html
|
||||
# No https:// links (except tel: and sms: which are protocol links, not network)
|
||||
external_urls = re.findall(r'href=["\']https://|src=["\']https://', html)
|
||||
self.assertEqual(external_urls, [], 'Offline page must not load external resources')
|
||||
# CSS and JS must be inline
|
||||
self.assertIn('<style>', html, 'CSS must be inline')
|
||||
self.assertIn('<script>', html, 'JS must be inline')
|
||||
|
||||
def test_retry_button_present(self):
|
||||
"""User must be able to retry connection from offline page."""
|
||||
self.assertIn('retry-connection', self.html)
|
||||
self.assertIn('Retry connection', self.html)
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
unittest.main()
|
||||
|
||||
277
tests/test_session_tracker.py
Normal file
277
tests/test_session_tracker.py
Normal file
@@ -0,0 +1,277 @@
|
||||
"""
|
||||
Tests for crisis session tracking and escalation (P0 #35).
|
||||
|
||||
Covers: session_tracker.py
|
||||
Run with: python -m pytest tests/test_session_tracker.py -v
|
||||
"""
|
||||
|
||||
import unittest
|
||||
import sys
|
||||
import os
|
||||
|
||||
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
|
||||
|
||||
from crisis.detect import detect_crisis
|
||||
from crisis.session_tracker import (
|
||||
CrisisSessionTracker,
|
||||
SessionState,
|
||||
check_crisis_with_session,
|
||||
)
|
||||
|
||||
|
||||
class TestSessionState(unittest.TestCase):
|
||||
"""Test SessionState defaults."""
|
||||
|
||||
def test_default_state(self):
|
||||
s = SessionState()
|
||||
self.assertEqual(s.current_level, "NONE")
|
||||
self.assertEqual(s.peak_level, "NONE")
|
||||
self.assertEqual(s.message_count, 0)
|
||||
self.assertEqual(s.level_history, [])
|
||||
self.assertFalse(s.is_escalating)
|
||||
self.assertFalse(s.is_deescalating)
|
||||
|
||||
|
||||
class TestSessionTracking(unittest.TestCase):
|
||||
"""Test basic session state tracking."""
|
||||
|
||||
def setUp(self):
|
||||
self.tracker = CrisisSessionTracker()
|
||||
|
||||
def test_record_none_message(self):
|
||||
state = self.tracker.record(detect_crisis("Hello Timmy"))
|
||||
self.assertEqual(state.current_level, "NONE")
|
||||
self.assertEqual(state.message_count, 1)
|
||||
self.assertEqual(state.peak_level, "NONE")
|
||||
|
||||
def test_record_low_message(self):
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
state = self.tracker.record(detect_crisis("Having a rough day"))
|
||||
self.assertIn(state.current_level, ("LOW", "NONE"))
|
||||
self.assertEqual(state.message_count, 2)
|
||||
|
||||
def test_record_critical_updates_peak(self):
|
||||
self.tracker.record(detect_crisis("Having a rough day"))
|
||||
state = self.tracker.record(detect_crisis("I want to kill myself"))
|
||||
self.assertEqual(state.current_level, "CRITICAL")
|
||||
self.assertEqual(state.peak_level, "CRITICAL")
|
||||
|
||||
def test_peak_preserved_after_drop(self):
|
||||
"""Peak level should stay at the highest seen, even after de-escalation."""
|
||||
self.tracker.record(detect_crisis("I want to kill myself"))
|
||||
state = self.tracker.record(detect_crisis("I'm feeling a bit better"))
|
||||
self.assertEqual(state.peak_level, "CRITICAL")
|
||||
|
||||
def test_level_history(self):
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
self.tracker.record(detect_crisis("Having a rough day"))
|
||||
state = self.tracker.record(detect_crisis("I want to die"))
|
||||
self.assertEqual(len(state.level_history), 3)
|
||||
self.assertEqual(state.level_history[0], "NONE")
|
||||
self.assertEqual(state.level_history[2], "CRITICAL")
|
||||
|
||||
def test_reset_clears_state(self):
|
||||
self.tracker.record(detect_crisis("I want to kill myself"))
|
||||
self.tracker.reset()
|
||||
state = self.tracker.state
|
||||
self.assertEqual(state.current_level, "NONE")
|
||||
self.assertEqual(state.peak_level, "NONE")
|
||||
self.assertEqual(state.message_count, 0)
|
||||
self.assertEqual(state.level_history, [])
|
||||
|
||||
|
||||
class TestEscalationDetection(unittest.TestCase):
|
||||
"""Test escalation detection: LOW → HIGH in ≤3 messages."""
|
||||
|
||||
def setUp(self):
|
||||
self.tracker = CrisisSessionTracker()
|
||||
|
||||
def test_no_escalation_single_message(self):
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
self.assertFalse(self.tracker.state.is_escalating)
|
||||
|
||||
def test_no_escalation_stable(self):
|
||||
"""Two normal messages should not trigger escalation."""
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
state = self.tracker.record(detect_crisis("How are you?"))
|
||||
self.assertFalse(state.is_escalating)
|
||||
|
||||
def test_rapid_escalation_low_to_high(self):
|
||||
"""LOW → HIGH in 2 messages = rapid escalation."""
|
||||
self.tracker.record(detect_crisis("Having a rough day"))
|
||||
state = self.tracker.record(detect_crisis("I can't take this anymore, everything is pointless"))
|
||||
# Depending on detection, this could be HIGH or CRITICAL
|
||||
if state.current_level in ("HIGH", "CRITICAL"):
|
||||
self.assertTrue(state.is_escalating)
|
||||
|
||||
def test_rapid_escalation_three_messages(self):
|
||||
"""NONE → LOW → HIGH in 3 messages = escalation."""
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
self.tracker.record(detect_crisis("Having a rough day"))
|
||||
state = self.tracker.record(detect_crisis("I feel completely hopeless with no way out"))
|
||||
if state.current_level in ("HIGH", "CRITICAL"):
|
||||
self.assertTrue(state.is_escalating)
|
||||
|
||||
def test_escalation_rate(self):
|
||||
"""Rate should be positive when escalating."""
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
self.tracker.record(detect_crisis("I want to die"))
|
||||
state = self.tracker.state
|
||||
self.assertGreater(state.escalation_rate, 0)
|
||||
|
||||
|
||||
class TestDeescalationDetection(unittest.TestCase):
|
||||
"""Test de-escalation: sustained LOW after HIGH/CRITICAL."""
|
||||
|
||||
def setUp(self):
|
||||
self.tracker = CrisisSessionTracker()
|
||||
|
||||
def test_no_deescalation_without_prior_crisis(self):
|
||||
"""No de-escalation if never reached HIGH/CRITICAL."""
|
||||
for _ in range(6):
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
self.assertFalse(self.tracker.state.is_deescalating)
|
||||
|
||||
def test_deescalation_after_critical(self):
|
||||
"""5+ consecutive LOW/NONE messages after CRITICAL = de-escalation."""
|
||||
self.tracker.record(detect_crisis("I want to kill myself"))
|
||||
for _ in range(5):
|
||||
self.tracker.record(detect_crisis("I'm doing better today"))
|
||||
state = self.tracker.state
|
||||
if state.peak_level == "CRITICAL":
|
||||
self.assertTrue(state.is_deescalating)
|
||||
|
||||
def test_deescalation_after_high(self):
|
||||
"""5+ consecutive LOW/NONE messages after HIGH = de-escalation."""
|
||||
self.tracker.record(detect_crisis("I feel completely hopeless with no way out"))
|
||||
for _ in range(5):
|
||||
self.tracker.record(detect_crisis("Feeling okay"))
|
||||
state = self.tracker.state
|
||||
if state.peak_level == "HIGH":
|
||||
self.assertTrue(state.is_deescalating)
|
||||
|
||||
def test_interrupted_deescalation(self):
|
||||
"""De-escalation resets if a HIGH message interrupts."""
|
||||
self.tracker.record(detect_crisis("I want to kill myself"))
|
||||
for _ in range(3):
|
||||
self.tracker.record(detect_crisis("Doing better"))
|
||||
# Interrupt with another crisis
|
||||
self.tracker.record(detect_crisis("I feel hopeless again"))
|
||||
self.tracker.record(detect_crisis("Feeling okay now"))
|
||||
state = self.tracker.state
|
||||
# Should NOT be de-escalating yet (counter reset)
|
||||
self.assertFalse(state.is_deescalating)
|
||||
|
||||
|
||||
class TestSessionModifier(unittest.TestCase):
|
||||
"""Test system prompt modifier generation."""
|
||||
|
||||
def setUp(self):
|
||||
self.tracker = CrisisSessionTracker()
|
||||
|
||||
def test_no_modifier_for_single_message(self):
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
self.assertEqual(self.tracker.get_session_modifier(), "")
|
||||
|
||||
def test_no_modifier_for_stable_session(self):
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
self.tracker.record(detect_crisis("Good morning"))
|
||||
self.assertEqual(self.tracker.get_session_modifier(), "")
|
||||
|
||||
def test_escalation_modifier(self):
|
||||
"""Escalating session should produce a modifier."""
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
self.tracker.record(detect_crisis("I want to die"))
|
||||
modifier = self.tracker.get_session_modifier()
|
||||
if self.tracker.state.is_escalating:
|
||||
self.assertIn("escalated", modifier.lower())
|
||||
self.assertIn("NONE", modifier)
|
||||
self.assertIn("CRITICAL", modifier)
|
||||
|
||||
def test_deescalation_modifier(self):
|
||||
"""De-escalating session should mention stabilizing."""
|
||||
self.tracker.record(detect_crisis("I want to kill myself"))
|
||||
for _ in range(5):
|
||||
self.tracker.record(detect_crisis("I'm feeling okay"))
|
||||
modifier = self.tracker.get_session_modifier()
|
||||
if self.tracker.state.is_deescalating:
|
||||
self.assertIn("stabilizing", modifier.lower())
|
||||
|
||||
def test_prior_crisis_modifier(self):
|
||||
"""Past crisis should be noted even without active escalation."""
|
||||
self.tracker.record(detect_crisis("I want to die"))
|
||||
self.tracker.record(detect_crisis("Feeling a bit better"))
|
||||
modifier = self.tracker.get_session_modifier()
|
||||
# Should note the prior CRITICAL
|
||||
if modifier:
|
||||
self.assertIn("CRITICAL", modifier)
|
||||
|
||||
|
||||
class TestUIHints(unittest.TestCase):
|
||||
"""Test UI hint generation."""
|
||||
|
||||
def setUp(self):
|
||||
self.tracker = CrisisSessionTracker()
|
||||
|
||||
def test_ui_hints_structure(self):
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
hints = self.tracker.get_ui_hints()
|
||||
self.assertIn("session_escalating", hints)
|
||||
self.assertIn("session_deescalating", hints)
|
||||
self.assertIn("session_peak_level", hints)
|
||||
self.assertIn("session_message_count", hints)
|
||||
|
||||
def test_ui_hints_escalation_warning(self):
|
||||
"""Escalating session should have warning hint."""
|
||||
self.tracker.record(detect_crisis("Hello"))
|
||||
self.tracker.record(detect_crisis("I want to die"))
|
||||
hints = self.tracker.get_ui_hints()
|
||||
if hints["session_escalating"]:
|
||||
self.assertTrue(hints.get("escalation_warning"))
|
||||
self.assertIn("suggested_action", hints)
|
||||
|
||||
|
||||
class TestCheckCrisisWithSession(unittest.TestCase):
|
||||
"""Test the convenience function combining detection + session tracking."""
|
||||
|
||||
def test_returns_combined_data(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
result = check_crisis_with_session("I want to die", tracker)
|
||||
self.assertIn("level", result)
|
||||
self.assertIn("session", result)
|
||||
self.assertIn("current_level", result["session"])
|
||||
self.assertIn("peak_level", result["session"])
|
||||
self.assertIn("modifier", result["session"])
|
||||
|
||||
def test_session_updates_across_calls(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
check_crisis_with_session("Hello", tracker)
|
||||
result = check_crisis_with_session("I want to die", tracker)
|
||||
self.assertEqual(result["session"]["message_count"], 2)
|
||||
self.assertEqual(result["session"]["peak_level"], "CRITICAL")
|
||||
|
||||
|
||||
class TestPrivacy(unittest.TestCase):
|
||||
"""Verify privacy-first design principles."""
|
||||
|
||||
def test_no_persistence_mechanism(self):
|
||||
"""Session tracker should have no database, file, or network calls."""
|
||||
import inspect
|
||||
source = inspect.getsource(CrisisSessionTracker)
|
||||
# Should not import database, requests, or file I/O
|
||||
forbidden = ["sqlite", "requests", "urllib", "open(", "httpx", "aiohttp"]
|
||||
for word in forbidden:
|
||||
self.assertNotIn(word, source.lower(),
|
||||
f"Session tracker should not use {word} — privacy-first design")
|
||||
|
||||
def test_state_contained_in_memory(self):
|
||||
"""All state should be instance attributes, not module-level."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record(detect_crisis("I want to die"))
|
||||
# New tracker should have clean state (no global contamination)
|
||||
fresh = CrisisSessionTracker()
|
||||
self.assertEqual(fresh.state.current_level, "NONE")
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
unittest.main()
|
||||
Reference in New Issue
Block a user