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fix/101
...
fix/burn-c
| Author | SHA1 | Date | |
|---|---|---|---|
| 9da8afb168 | |||
|
|
cd50b3d767 |
@@ -7,8 +7,7 @@ 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 .session_tracker import CrisisSessionTracker, SessionState, check_crisis_with_session
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from .ab_testing import ABTestCrisisDetector, VariantRecord
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from .session_tracker import CrisisSessionTracker, CrisisSessionState
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__all__ = [
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"detect_crisis",
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@@ -22,8 +21,5 @@ __all__ = [
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"format_gateway_response",
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"get_urgency_emoji",
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"CrisisSessionTracker",
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"SessionState",
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"check_crisis_with_session",
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"ABTestCrisisDetector",
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"VariantRecord",
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"CrisisSessionState",
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]
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@@ -1,112 +0,0 @@
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"""A/B test framework for crisis detection in the-door."""
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from __future__ import annotations
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import os
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import random
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import time
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from dataclasses import dataclass
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from typing import Callable, Dict, List, Optional, Tuple
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from .detect import CrisisDetectionResult
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def _get_variant_override() -> Optional[str]:
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"""Return env override for deterministic testing/debugging."""
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value = os.environ.get("CRISIS_AB_VARIANT", "").strip().upper()
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if value in {"A", "B"}:
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return value
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return None
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@dataclass
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class VariantRecord:
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"""Single crisis detection event record with no user text or PII."""
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variant: str
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level: str
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latency_ms: float
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indicator_count: int
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false_positive: Optional[bool] = None
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class ABTestCrisisDetector:
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"""Route crisis detection between two variants and collect comparison stats."""
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def __init__(
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self,
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variant_a: Callable[[str], CrisisDetectionResult],
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variant_b: Callable[[str], CrisisDetectionResult],
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split: float = 0.5,
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):
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self.variant_a = variant_a
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self.variant_b = variant_b
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self.split = max(0.0, min(1.0, float(split)))
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self.records: List[VariantRecord] = []
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def _select_variant(self) -> str:
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override = _get_variant_override()
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if override:
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return override
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return "A" if random.random() < self.split else "B"
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def detect(self, text: str) -> Tuple[CrisisDetectionResult, str, int]:
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variant = self._select_variant()
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detector = self.variant_a if variant == "A" else self.variant_b
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start = time.perf_counter()
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result = detector(text)
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latency_ms = (time.perf_counter() - start) * 1000.0
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record = VariantRecord(
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variant=variant,
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level=result.level,
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latency_ms=latency_ms,
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indicator_count=len(result.indicators),
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)
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self.records.append(record)
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return result, variant, len(self.records) - 1
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def record_outcome(self, record_id: int, *, false_positive: bool) -> None:
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if record_id < 0 or record_id >= len(self.records):
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raise IndexError(f"Unknown record id: {record_id}")
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self.records[record_id].false_positive = bool(false_positive)
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def get_stats(self) -> Dict[str, dict]:
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stats: Dict[str, dict] = {}
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for variant in ("A", "B"):
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records = [record for record in self.records if record.variant == variant]
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if not records:
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stats[variant] = {
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"count": 0,
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"reviewed_count": 0,
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"false_positive_rate": None,
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}
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continue
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levels: Dict[str, int] = {}
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for record in records:
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levels[record.level] = levels.get(record.level, 0) + 1
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reviewed = [record for record in records if record.false_positive is not None]
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false_positive_rate = None
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if reviewed:
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false_positive_rate = round(
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sum(1 for record in reviewed if record.false_positive) / len(reviewed),
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4,
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)
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stats[variant] = {
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"count": len(records),
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"avg_latency_ms": round(sum(record.latency_ms for record in records) / len(records), 4),
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"max_latency_ms": round(max(record.latency_ms for record in records), 4),
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"min_latency_ms": round(min(record.latency_ms for record in records), 4),
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"avg_indicator_count": round(sum(record.indicator_count for record in records) / len(records), 4),
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"levels": levels,
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"reviewed_count": len(reviewed),
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"false_positive_rate": false_positive_rate,
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}
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return stats
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def reset(self) -> None:
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self.records.clear()
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@@ -22,7 +22,6 @@ from .response import (
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get_system_prompt_modifier,
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CrisisResponse,
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)
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from .session_tracker import CrisisSessionTracker
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def check_crisis(text: str) -> dict:
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@@ -1,259 +1,261 @@
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"""
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Session-level crisis tracking and escalation for the-door (P0 #35).
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Session-Level Crisis Tracking for the-door.
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Tracks crisis detection across messages within a single conversation,
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detecting escalation and de-escalation patterns. Privacy-first: no
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persistence beyond the conversation session.
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Tracks crisis signals across a conversation session to detect escalation
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patterns and de-escalation. Privacy-first: state lives in memory only,
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resets on new session, never persists to disk.
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Each message is analyzed in isolation by detect.py, but this module
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maintains session state so the system can recognize patterns like:
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- "I'm fine" → "I'm struggling" → "I can't go on" (rapid escalation)
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- "I want to die" → "I'm calmer now" → "feeling better" (de-escalation)
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Key behaviors:
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- Escalation: LOW → HIGH in 3 messages triggers heightened awareness
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- De-escalation: CRITICAL → LOW for 5+ messages allows stepping down
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- Session state enriches the system prompt with trajectory context
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Usage:
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from crisis.session_tracker import CrisisSessionTracker
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tracker = CrisisSessionTracker()
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# Feed each message's detection result
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state = tracker.record(detect_crisis("I'm having a tough day"))
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print(state.current_level) # "LOW"
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print(state.is_escalating) # False
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state = tracker.record(detect_crisis("I feel hopeless"))
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print(state.is_escalating) # True (LOW → MEDIUM/HIGH in 2 messages)
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# Get system prompt modifier
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modifier = tracker.get_session_modifier()
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# "User has escalated from LOW to HIGH over 2 messages."
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# Reset for new session
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tracker.reset()
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tracker.record("I'm feeling down")
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tracker.record("Things are really hard")
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tracker.record("I can't go on anymore") # escalation detected
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print(tracker.get_prompt_context())
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# "User has escalated from LOW to HIGH over 3 messages."
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"""
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from dataclasses import dataclass, field
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from typing import List, Optional
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from typing import List, Optional, Tuple
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from .detect import CrisisDetectionResult, SCORES
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from .detect import detect_crisis, CrisisDetectionResult, SCORES
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# Level ordering for comparison (higher = more severe)
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# Level hierarchy for ordering comparisons
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LEVEL_ORDER = {"NONE": 0, "LOW": 1, "MEDIUM": 2, "HIGH": 3, "CRITICAL": 4}
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@dataclass
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class SessionState:
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class CrisisSessionState:
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"""Immutable snapshot of session crisis tracking state."""
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current_level: str = "NONE"
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peak_level: str = "NONE"
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message_count: int = 0
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level_history: List[str] = field(default_factory=list)
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is_escalating: bool = False
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is_deescalating: bool = False
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escalation_rate: float = 0.0 # levels gained per message
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consecutive_low_messages: int = 0 # for de-escalation tracking
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level_history: List[Tuple[int, str]] = field(default_factory=list) # (message_index, level)
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escalated: bool = False
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escalation_messages: int = 0 # messages from first level to peak
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deescalation_count: int = 0 # consecutive messages at lower level
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deescalating: bool = False
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deescalation_confirmed: bool = False # True once de-escalation threshold met
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class CrisisSessionTracker:
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"""
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Session-level crisis state tracker.
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Session-level crisis tracker.
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Privacy-first: no database, no network calls, no cross-session
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persistence. State lives only in memory for the duration of
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a conversation, then is discarded on reset().
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Tracks crisis levels across messages in a single conversation session.
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Detects rapid escalation and gradual de-escalation. Provides context
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strings for system prompt injection.
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State is in-memory only. New session = new instance.
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"""
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# Thresholds (from issue #35)
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ESCALATION_WINDOW = 3 # messages: LOW → HIGH in ≤3 messages = rapid escalation
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DEESCALATION_WINDOW = 5 # messages: need 5+ consecutive LOW messages after CRITICAL
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# How many messages for escalation detection
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ESCALATION_WINDOW = 3
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# How many consecutive messages at lower level for de-escalation
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DEESCALATION_THRESHOLD = 5
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def __init__(self):
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self.reset()
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def reset(self):
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"""Reset all session state. Call on new conversation."""
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self._current_level = "NONE"
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self._peak_level = "NONE"
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self._message_count = 0
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self._level_history: List[str] = []
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self._consecutive_low = 0
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self._state = CrisisSessionState()
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@property
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def state(self) -> SessionState:
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"""Return immutable snapshot of current session state."""
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is_escalating = self._detect_escalation()
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is_deescalating = self._detect_deescalation()
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rate = self._compute_escalation_rate()
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return SessionState(
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current_level=self._current_level,
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peak_level=self._peak_level,
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message_count=self._message_count,
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level_history=list(self._level_history),
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is_escalating=is_escalating,
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is_deescalating=is_deescalating,
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escalation_rate=rate,
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consecutive_low_messages=self._consecutive_low,
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def state(self) -> CrisisSessionState:
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"""Read-only snapshot of current state."""
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return CrisisSessionState(
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current_level=self._state.current_level,
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peak_level=self._state.peak_level,
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message_count=self._state.message_count,
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level_history=list(self._state.level_history),
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escalated=self._state.escalated,
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escalation_messages=self._state.escalation_messages,
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deescalation_count=self._state.deescalation_count,
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deescalating=self._state.deescalating,
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)
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def record(self, detection: CrisisDetectionResult) -> SessionState:
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def reset(self):
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"""Reset all state. Called on new session."""
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self._state = CrisisSessionState()
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def record(self, text: str) -> CrisisDetectionResult:
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"""
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Record a crisis detection result for the current message.
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Record a message and update session state.
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Returns updated SessionState.
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Returns the single-message detection result (unchanged from detect.py).
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Session-level intelligence is tracked internally.
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"""
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level = detection.level
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self._message_count += 1
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self._level_history.append(level)
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detection = detect_crisis(text)
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self._record_level(detection.level)
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return detection
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# Update peak
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if LEVEL_ORDER.get(level, 0) > LEVEL_ORDER.get(self._peak_level, 0):
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self._peak_level = level
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def record_level(self, level: str):
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"""Record an already-detected crisis level (for when detection ran separately)."""
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self._record_level(level)
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# Track consecutive LOW/NONE messages for de-escalation
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if LEVEL_ORDER.get(level, 0) <= LEVEL_ORDER["LOW"]:
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self._consecutive_low += 1
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else:
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self._consecutive_low = 0
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def _record_level(self, level: str):
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"""Internal: update state with a new crisis level."""
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self._state.message_count += 1
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idx = self._state.message_count
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self._state.level_history.append((idx, level))
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self._current_level = level
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return self.state
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prev_level = self._state.current_level
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prev_order = LEVEL_ORDER.get(prev_level, 0)
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new_order = LEVEL_ORDER.get(level, 0)
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def _detect_escalation(self) -> bool:
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# Update current level
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self._state.current_level = level
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# Track peak
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if new_order > LEVEL_ORDER.get(self._state.peak_level, 0):
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self._state.peak_level = level
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# ── Escalation detection ──────────────────────────────
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if new_order > prev_order:
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# User is going up — reset de-escalation counter
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self._state.deescalation_count = 0
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self._state.deescalating = False
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# Always check for escalation pattern in recent window
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if not self._state.escalated:
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window = self._get_recent_levels(self.ESCALATION_WINDOW)
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if len(window) >= self.ESCALATION_WINDOW:
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first_in_window = window[0][1]
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last_in_window = window[-1][1]
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first_order = LEVEL_ORDER.get(first_in_window, 0)
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last_order = LEVEL_ORDER.get(last_in_window, 0)
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if last_order > first_order:
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self._state.escalated = True
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self._state.escalation_messages = self.ESCALATION_WINDOW
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# ── De-escalation detection ───────────────────────────
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elif new_order < prev_order:
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self._state.deescalation_count += 1
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self._state.deescalating = True
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# If de-escalation counter meets threshold AND we were escalated
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if (self._state.escalated and
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self._state.deescalation_count >= self.DEESCALATION_THRESHOLD):
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self._state.escalated = False
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self._state.deescalating = False
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self._state.deescalation_confirmed = True
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self._state.deescalation_count = 0
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# Same level — increment de-escalation counter if already de-escalating
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elif self._state.deescalating:
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self._state.deescalation_count += 1
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if (self._state.escalated and
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self._state.deescalation_count >= self.DEESCALATION_THRESHOLD):
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self._state.escalated = False
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self._state.deescalating = False
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self._state.deescalation_confirmed = True
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self._state.deescalation_count = 0
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def _get_recent_levels(self, n: int) -> List[Tuple[int, str]]:
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"""Get the last n entries from level history."""
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return self._state.level_history[-n:]
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def get_prompt_context(self) -> str:
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"""
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Detect rapid escalation: LOW → HIGH within ESCALATION_WINDOW messages.
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Generate a human-readable context string for system prompt injection.
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Looks at the last N messages and checks if the level has climbed
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significantly (at least 2 tiers).
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Returns empty string if no session-level crisis context is needed.
|
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"""
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if len(self._level_history) < 2:
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return False
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s = self._state
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window = self._level_history[-self.ESCALATION_WINDOW:]
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if len(window) < 2:
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return False
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first_level = window[0]
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last_level = window[-1]
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first_score = LEVEL_ORDER.get(first_level, 0)
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last_score = LEVEL_ORDER.get(last_level, 0)
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# Escalation = climbed at least 2 tiers in the window
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return (last_score - first_score) >= 2
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def _detect_deescalation(self) -> bool:
|
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"""
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Detect de-escalation: was at CRITICAL/HIGH, now sustained LOW/NONE
|
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for DEESCALATION_WINDOW consecutive messages.
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"""
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if LEVEL_ORDER.get(self._peak_level, 0) < LEVEL_ORDER["HIGH"]:
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return False
|
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|
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return self._consecutive_low >= self.DEESCALATION_WINDOW
|
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def _compute_escalation_rate(self) -> float:
|
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"""
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Compute levels gained per message over the conversation.
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||||
|
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Positive = escalating, negative = de-escalating, 0 = stable.
|
||||
"""
|
||||
if self._message_count < 2:
|
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return 0.0
|
||||
|
||||
first = LEVEL_ORDER.get(self._level_history[0], 0)
|
||||
current = LEVEL_ORDER.get(self._current_level, 0)
|
||||
|
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return (current - first) / (self._message_count - 1)
|
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|
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def get_session_modifier(self) -> str:
|
||||
"""
|
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Generate a system prompt modifier reflecting session-level crisis state.
|
||||
|
||||
Returns empty string if no session context is relevant.
|
||||
"""
|
||||
if self._message_count < 2:
|
||||
if s.message_count == 0:
|
||||
return ""
|
||||
|
||||
s = self.state
|
||||
parts = []
|
||||
|
||||
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."
|
||||
# Escalation alert
|
||||
if s.escalated and s.peak_level != "NONE":
|
||||
# Find the starting level from the escalation window
|
||||
window = self._get_recent_levels(self.ESCALATION_WINDOW)
|
||||
if window:
|
||||
start_level = window[0][1]
|
||||
parts.append(
|
||||
f"User has escalated from {start_level} to {s.peak_level} "
|
||||
f"over {s.message_count} message{'s' if s.message_count != 1 else ''}."
|
||||
)
|
||||
parts.append("Heightened crisis awareness is warranted.")
|
||||
|
||||
# Confirmed de-escalation
|
||||
elif s.deescalation_confirmed and s.peak_level in ("HIGH", "CRITICAL"):
|
||||
parts.append(
|
||||
f"User has de-escalated from {s.peak_level} to {s.current_level}."
|
||||
)
|
||||
parts.append("De-escalation confirmed. Continue gentle presence.")
|
||||
|
||||
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."
|
||||
# Active de-escalation (not yet confirmed)
|
||||
elif s.deescalating and s.peak_level != "NONE":
|
||||
parts.append(
|
||||
f"User has de-escalated from {s.peak_level} to {s.current_level} "
|
||||
f"over {s.deescalation_count} message{'s' if s.deescalation_count != 1 else ''}."
|
||||
)
|
||||
parts.append("Still in de-escalation. Maintain supportive awareness.")
|
||||
|
||||
if s.peak_level in ("CRITICAL", "HIGH") and s.current_level not in ("CRITICAL", "HIGH"):
|
||||
return (
|
||||
f"User previously reached {s.peak_level} crisis level "
|
||||
f"this session (currently {s.current_level}). "
|
||||
"Continue with care and awareness of the earlier crisis."
|
||||
# Sustained elevated level (no rapid escalation but still concerning)
|
||||
elif (s.current_level in ("HIGH", "CRITICAL") and
|
||||
not s.escalated and s.message_count >= 3):
|
||||
parts.append(
|
||||
f"User has been at {s.current_level} level for {s.message_count} messages."
|
||||
)
|
||||
parts.append("Continue crisis-aware response.")
|
||||
|
||||
return ""
|
||||
# Peak was higher than current (user improved but may still be fragile)
|
||||
elif (LEVEL_ORDER.get(s.peak_level, 0) > LEVEL_ORDER.get(s.current_level, 0) and
|
||||
s.peak_level in ("HIGH", "CRITICAL") and
|
||||
not s.deescalating):
|
||||
parts.append(
|
||||
f"Note: session peak was {s.peak_level}. "
|
||||
f"User is now at {s.current_level}."
|
||||
)
|
||||
parts.append("Remain attentive.")
|
||||
|
||||
def get_ui_hints(self) -> dict:
|
||||
return " ".join(parts)
|
||||
|
||||
def get_escalation_flag(self) -> bool:
|
||||
"""True if session shows active escalation pattern."""
|
||||
return self._state.escalated
|
||||
|
||||
def get_effective_level(self) -> str:
|
||||
"""
|
||||
Return UI hints based on session state for the frontend.
|
||||
Get the effective crisis level considering session state.
|
||||
|
||||
These are advisory — the frontend decides what to show.
|
||||
Escalation patterns can bump the effective level up even if the
|
||||
current message alone wouldn't warrant it.
|
||||
"""
|
||||
s = self.state
|
||||
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,
|
||||
}
|
||||
if s.escalated and s.peak_level in ("HIGH", "CRITICAL"):
|
||||
return s.peak_level
|
||||
|
||||
if s.is_escalating:
|
||||
hints["escalation_warning"] = True
|
||||
hints["suggested_action"] = (
|
||||
"User crisis level is rising across messages. "
|
||||
"Consider increasing intervention level."
|
||||
)
|
||||
return s.current_level
|
||||
|
||||
return hints
|
||||
def should_heighten_awareness(self) -> bool:
|
||||
"""
|
||||
True when the session trajectory warrants heightened awareness
|
||||
beyond what a single-message detection would provide.
|
||||
"""
|
||||
return self._state.escalated
|
||||
|
||||
def is_confirmed_deescalation(self) -> bool:
|
||||
"""True when user has sustained lower levels after a crisis peak."""
|
||||
s = self._state
|
||||
return s.deescalation_confirmed
|
||||
|
||||
def check_crisis_with_session(
|
||||
text: str,
|
||||
tracker: CrisisSessionTracker,
|
||||
) -> 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)
|
||||
|
||||
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(),
|
||||
},
|
||||
}
|
||||
def __repr__(self) -> str:
|
||||
s = self._state
|
||||
return (
|
||||
f"CrisisSessionTracker("
|
||||
f"current={s.current_level}, peak={s.peak_level}, "
|
||||
f"msgs={s.message_count}, escalated={s.escalated}, "
|
||||
f"deescalating={s.deescalating})"
|
||||
)
|
||||
|
||||
407
crisis/tests_session_tracker.py
Normal file
407
crisis/tests_session_tracker.py
Normal file
@@ -0,0 +1,407 @@
|
||||
"""
|
||||
Tests for session-level crisis tracking (Issue #35).
|
||||
|
||||
Covers: escalation detection, de-escalation detection, system prompt context,
|
||||
session state management, privacy (no cross-session persistence).
|
||||
|
||||
Run with: python -m pytest crisis/tests_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.session_tracker import CrisisSessionTracker, CrisisSessionState, LEVEL_ORDER
|
||||
|
||||
|
||||
class TestSessionState(unittest.TestCase):
|
||||
"""Test basic session state management."""
|
||||
|
||||
def test_initial_state(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
s = tracker.state
|
||||
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.escalated)
|
||||
|
||||
def test_record_increments_count(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("hello")
|
||||
self.assertEqual(tracker.state.message_count, 1)
|
||||
tracker.record("world")
|
||||
self.assertEqual(tracker.state.message_count, 2)
|
||||
|
||||
def test_record_tracks_history(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("I'm struggling") # LOW
|
||||
tracker.record("I feel hopeless and nobody cares") # MEDIUM
|
||||
history = tracker.state.level_history
|
||||
self.assertEqual(len(history), 2)
|
||||
self.assertEqual(history[0], (1, "LOW"))
|
||||
self.assertIn(history[1][1], ("MEDIUM", "LOW", "HIGH"))
|
||||
|
||||
def test_reset_clears_state(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("I want to die") # CRITICAL
|
||||
self.assertEqual(tracker.state.peak_level, "CRITICAL")
|
||||
tracker.reset()
|
||||
s = tracker.state
|
||||
self.assertEqual(s.current_level, "NONE")
|
||||
self.assertEqual(s.peak_level, "NONE")
|
||||
self.assertEqual(s.message_count, 0)
|
||||
self.assertEqual(s.level_history, [])
|
||||
|
||||
def test_peak_tracking(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("I'm feeling down") # LOW
|
||||
tracker.record("I feel hopeless with no way out") # HIGH
|
||||
tracker.record("Actually I'm a bit better") # back to LOW
|
||||
self.assertEqual(tracker.state.peak_level, "HIGH")
|
||||
|
||||
def test_record_level_direct(self):
|
||||
"""record_level() should work when detection ran separately."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record_level("LOW")
|
||||
tracker.record_level("MEDIUM")
|
||||
tracker.record_level("HIGH")
|
||||
self.assertEqual(tracker.state.message_count, 3)
|
||||
self.assertEqual(tracker.state.peak_level, "HIGH")
|
||||
|
||||
|
||||
class TestEscalationDetection(unittest.TestCase):
|
||||
"""Test rapid escalation detection: LOW → HIGH in N messages."""
|
||||
|
||||
def test_escalation_low_to_high_in_3(self):
|
||||
"""Core AC: LOW → HIGH in 3 messages triggers escalation."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.record("I'm having a tough time") # LOW
|
||||
tracker.record("I feel really hopeless about everything") # HIGH
|
||||
tracker.record("I can't take this anymore") # HIGH
|
||||
self.assertTrue(tracker.get_escalation_flag())
|
||||
|
||||
def test_escalation_low_to_critical_in_3(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.record("I'm struggling") # LOW
|
||||
tracker.record("Nobody would miss me") # HIGH
|
||||
tracker.record("I want to end my life") # CRITICAL
|
||||
self.assertTrue(tracker.get_escalation_flag())
|
||||
|
||||
def test_no_escalation_stays_low(self):
|
||||
"""User stays LOW — no escalation."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("rough day")
|
||||
tracker.record("tough week")
|
||||
tracker.record("feeling down")
|
||||
self.assertFalse(tracker.get_escalation_flag())
|
||||
|
||||
def test_no_escalation_immediate_critical(self):
|
||||
"""First message is CRITICAL — not escalation, just immediate crisis."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.record("I want to kill myself") # CRITICAL on first message
|
||||
# Not escalated because there's no upward trajectory — it started high
|
||||
self.assertFalse(tracker.get_escalation_flag())
|
||||
|
||||
def test_escalation_medium_to_high(self):
|
||||
"""MEDIUM → HIGH escalation pattern."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.record("I feel alone and nobody cares") # MEDIUM
|
||||
tracker.record("I feel completely hopeless") # HIGH
|
||||
tracker.record("There's no way out") # HIGH
|
||||
self.assertTrue(tracker.get_escalation_flag())
|
||||
|
||||
def test_escalation_not_triggered_without_increase(self):
|
||||
"""Same level messages don't constitute escalation."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.record("I feel hopeless") # HIGH
|
||||
tracker.record("I'm in so much pain") # HIGH
|
||||
tracker.record("Everything is broken") # HIGH
|
||||
# No upward trajectory — started high, stayed high
|
||||
self.assertFalse(tracker.get_escalation_flag())
|
||||
|
||||
def test_escalation_window_custom(self):
|
||||
"""Custom window size should be respected."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 2
|
||||
tracker.record("I'm unhappy") # LOW
|
||||
tracker.record("I can't go on anymore") # HIGH
|
||||
self.assertTrue(tracker.get_escalation_flag())
|
||||
|
||||
|
||||
class TestDeescalationDetection(unittest.TestCase):
|
||||
"""Test de-escalation: CRITICAL → LOW for 5+ messages."""
|
||||
|
||||
def test_deescalation_critical_to_low(self):
|
||||
"""Core AC: CRITICAL → LOW for 5+ messages allows stepping down."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.DEESCALATION_THRESHOLD = 5
|
||||
|
||||
# Escalate to CRITICAL
|
||||
tracker.record("I'm struggling") # LOW
|
||||
tracker.record("I can't go on") # HIGH
|
||||
tracker.record("I want to die") # CRITICAL
|
||||
self.assertTrue(tracker.get_escalation_flag())
|
||||
|
||||
# De-escalate over 5 messages
|
||||
tracker.record("I called 988") # NONE/LOW
|
||||
tracker.record("I'm calmer now") # NONE
|
||||
tracker.record("Thank you for being here") # NONE
|
||||
tracker.record("I'm going to be okay") # NONE
|
||||
tracker.record("Taking it one moment at a time") # NONE
|
||||
|
||||
self.assertTrue(tracker.is_confirmed_deescalation())
|
||||
self.assertFalse(tracker.get_escalation_flag())
|
||||
|
||||
def test_deescalation_not_confirmed_too_soon(self):
|
||||
"""De-escalation not confirmed before threshold met."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.DEESCALATION_THRESHOLD = 5
|
||||
|
||||
tracker.record("I'm struggling")
|
||||
tracker.record("I can't go on")
|
||||
tracker.record("I want to die")
|
||||
self.assertTrue(tracker.get_escalation_flag())
|
||||
|
||||
# Only 3 messages of de-escalation
|
||||
tracker.record("I called someone")
|
||||
tracker.record("I'm calmer")
|
||||
tracker.record("Feeling better")
|
||||
|
||||
self.assertFalse(tracker.is_confirmed_deescalation())
|
||||
self.assertTrue(tracker.get_escalation_flag()) # Still escalated
|
||||
|
||||
def test_deescalation_from_high(self):
|
||||
"""HIGH → LOW de-escalation should also work."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.DEESCALATION_THRESHOLD = 5
|
||||
|
||||
# Build up to HIGH
|
||||
tracker.record("I'm down") # LOW
|
||||
tracker.record("I feel hopeless") # HIGH
|
||||
tracker.record("No way out") # HIGH
|
||||
tracker.record("Everything is pointless") # HIGH
|
||||
|
||||
# De-escalate
|
||||
for _ in range(5):
|
||||
tracker.record("I'm doing a bit better") # LOW/NONE
|
||||
|
||||
self.assertTrue(tracker.is_confirmed_deescalation())
|
||||
|
||||
def test_deescalation_counter_resets_on_new_crisis(self):
|
||||
"""If crisis level goes back up during de-escalation, counter resets."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.DEESCALATION_THRESHOLD = 5
|
||||
|
||||
# Escalate
|
||||
tracker.record("I'm struggling") # LOW
|
||||
tracker.record("I feel hopeless") # HIGH
|
||||
tracker.record("I want to die") # CRITICAL
|
||||
|
||||
# Start de-escalating
|
||||
tracker.record("I called someone") # LOW
|
||||
tracker.record("I'm calmer") # NONE
|
||||
|
||||
# Go back up
|
||||
tracker.record("Actually I can't do this") # HIGH
|
||||
|
||||
self.assertFalse(tracker.is_confirmed_deescalation())
|
||||
|
||||
|
||||
class TestSystemPromptContext(unittest.TestCase):
|
||||
"""Test system prompt context generation."""
|
||||
|
||||
def test_empty_session_no_context(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
self.assertEqual(tracker.get_prompt_context(), "")
|
||||
|
||||
def test_escalation_context(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.record("I'm having a tough time")
|
||||
tracker.record("Things are really hard")
|
||||
tracker.record("I can't go on anymore")
|
||||
|
||||
ctx = tracker.get_prompt_context()
|
||||
self.assertIn("escalated", ctx.lower())
|
||||
self.assertIn("LOW", ctx)
|
||||
self.assertIn("heightened", ctx.lower())
|
||||
|
||||
def test_deescalation_context(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.DEESCALATION_THRESHOLD = 5
|
||||
|
||||
# Escalate
|
||||
tracker.record("I'm struggling")
|
||||
tracker.record("I feel hopeless")
|
||||
tracker.record("I want to die")
|
||||
|
||||
# De-escalate
|
||||
for _ in range(5):
|
||||
tracker.record("I'm okay now")
|
||||
|
||||
ctx = tracker.get_prompt_context()
|
||||
self.assertIn("de-escalated", ctx.lower())
|
||||
self.assertIn("confirmed", ctx.lower())
|
||||
|
||||
def test_sustained_high_context(self):
|
||||
"""Sustained HIGH for 3+ messages should get context."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("I'm in so much pain") # HIGH
|
||||
tracker.record("Everything is pointless") # HIGH
|
||||
tracker.record("I can't go on") # HIGH
|
||||
|
||||
ctx = tracker.get_prompt_context()
|
||||
self.assertIn("HIGH", ctx)
|
||||
|
||||
def test_peak_mentioned_after_improvement(self):
|
||||
"""After peak, current level should be noted."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("I'm in so much pain") # HIGH
|
||||
tracker.record("Everything is pointless") # HIGH
|
||||
tracker.record("I feel a bit better") # back to LOW
|
||||
|
||||
ctx = tracker.get_prompt_context()
|
||||
self.assertIn("peak", ctx.lower())
|
||||
self.assertIn("HIGH", ctx)
|
||||
|
||||
|
||||
class TestEffectiveLevel(unittest.TestCase):
|
||||
"""Test effective level calculation considering session state."""
|
||||
|
||||
def test_effective_level_normal(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("I'm struggling") # LOW
|
||||
self.assertEqual(tracker.get_effective_level(), "LOW")
|
||||
|
||||
def test_effective_level_escalation_bumps_up(self):
|
||||
"""Escalation pattern should bump effective level to peak."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.record("I'm having a tough time") # LOW
|
||||
tracker.record("I feel completely hopeless") # HIGH
|
||||
tracker.record("I can't go on") # HIGH
|
||||
# Current is HIGH, but escalated — effective should be HIGH
|
||||
self.assertEqual(tracker.get_effective_level(), "HIGH")
|
||||
|
||||
|
||||
class TestPrivacy(unittest.TestCase):
|
||||
"""Test privacy requirements — no cross-session persistence."""
|
||||
|
||||
def test_new_session_clean_state(self):
|
||||
"""Each new tracker instance has clean state."""
|
||||
t1 = CrisisSessionTracker()
|
||||
t1.record("I want to die")
|
||||
self.assertEqual(t1.state.peak_level, "CRITICAL")
|
||||
|
||||
t2 = CrisisSessionTracker()
|
||||
self.assertEqual(t2.state.peak_level, "NONE")
|
||||
self.assertEqual(t2.state.message_count, 0)
|
||||
|
||||
def test_reset_drops_history(self):
|
||||
"""Reset should completely clear session state."""
|
||||
t = CrisisSessionTracker()
|
||||
t.record("I'm struggling")
|
||||
t.record("I can't go on")
|
||||
t.reset()
|
||||
self.assertEqual(t.state.level_history, [])
|
||||
self.assertEqual(t.state.message_count, 0)
|
||||
self.assertFalse(t.state.escalated)
|
||||
|
||||
|
||||
class TestEdgeCases(unittest.TestCase):
|
||||
"""Edge cases and boundary conditions."""
|
||||
|
||||
def test_single_message_none(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("Hello Timmy")
|
||||
self.assertFalse(tracker.get_escalation_flag())
|
||||
self.assertEqual(tracker.get_prompt_context(), "")
|
||||
|
||||
def test_oscillating_levels(self):
|
||||
"""User oscillating between levels shouldn't cause false escalation."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.record("I'm fine")
|
||||
tracker.record("I'm struggling")
|
||||
tracker.record("I'm fine")
|
||||
tracker.record("I'm struggling")
|
||||
# Oscillation without sustained escalation
|
||||
self.assertFalse(tracker.get_escalation_flag())
|
||||
|
||||
def test_many_messages(self):
|
||||
"""Tracker should handle many messages without issues."""
|
||||
tracker = CrisisSessionTracker()
|
||||
for i in range(100):
|
||||
tracker.record("Hello there")
|
||||
self.assertEqual(tracker.state.message_count, 100)
|
||||
|
||||
def test_empty_string(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("")
|
||||
self.assertEqual(tracker.state.message_count, 1)
|
||||
self.assertEqual(tracker.state.current_level, "NONE")
|
||||
|
||||
def test_repr(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
r = repr(tracker)
|
||||
self.assertIn("CrisisSessionTracker", r)
|
||||
self.assertIn("NONE", r)
|
||||
|
||||
def test_state_is_copy(self):
|
||||
"""state property should return a copy, not internal state."""
|
||||
tracker = CrisisSessionTracker()
|
||||
s1 = tracker.state
|
||||
tracker.record("I'm struggling")
|
||||
s2 = tracker.state
|
||||
self.assertEqual(s1.message_count, 0)
|
||||
self.assertEqual(s2.message_count, 1)
|
||||
|
||||
|
||||
class TestLevelOrder(unittest.TestCase):
|
||||
"""Test level ordering is correct."""
|
||||
|
||||
def test_level_ordering(self):
|
||||
self.assertLess(LEVEL_ORDER["NONE"], LEVEL_ORDER["LOW"])
|
||||
self.assertLess(LEVEL_ORDER["LOW"], LEVEL_ORDER["MEDIUM"])
|
||||
self.assertLess(LEVEL_ORDER["MEDIUM"], LEVEL_ORDER["HIGH"])
|
||||
self.assertLess(LEVEL_ORDER["HIGH"], LEVEL_ORDER["CRITICAL"])
|
||||
|
||||
|
||||
class TestHeightenedAwareness(unittest.TestCase):
|
||||
"""Test heightened awareness flag."""
|
||||
|
||||
def test_heightened_on_escalation(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.record("I'm unhappy")
|
||||
tracker.record("I feel hopeless")
|
||||
tracker.record("I can't go on")
|
||||
self.assertTrue(tracker.should_heighten_awareness())
|
||||
|
||||
def test_not_heightened_normal(self):
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.record("Hello")
|
||||
self.assertFalse(tracker.should_heighten_awareness())
|
||||
|
||||
def test_not_heightened_immediate_critical(self):
|
||||
"""Immediate CRITICAL shouldn't trigger heightened (it's immediate, not escalation)."""
|
||||
tracker = CrisisSessionTracker()
|
||||
tracker.ESCALATION_WINDOW = 3
|
||||
tracker.record("I want to kill myself")
|
||||
self.assertFalse(tracker.should_heighten_awareness())
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
unittest.main()
|
||||
107
index.html
107
index.html
@@ -680,7 +680,7 @@ html, body {
|
||||
|
||||
<!-- Footer -->
|
||||
<footer id="footer">
|
||||
<a href="/about.html" aria-label="About The Door">about</a>
|
||||
<a href="/about" 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>
|
||||
@@ -808,7 +808,6 @@ 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');
|
||||
|
||||
@@ -965,6 +964,99 @@ Sovereignty and service always.`;
|
||||
return 0;
|
||||
}
|
||||
|
||||
// ===== SESSION CRISIS TRACKING (#35) =====
|
||||
var sessionCrisis = {
|
||||
currentLevel: 0, // 0=NONE, 1=LOW, 2=MEDIUM, 3=HIGH, 4=CRITICAL
|
||||
peakLevel: 0,
|
||||
messageCount: 0,
|
||||
history: [], // [{level, timestamp}]
|
||||
escalationRate: 0, // levels per message
|
||||
lastEscalation: null // timestamp of last escalation
|
||||
};
|
||||
|
||||
function trackCrisis(text) {
|
||||
var level = getCrisisLevel(text);
|
||||
sessionCrisis.messageCount++;
|
||||
sessionCrisis.history.push({ level: level, time: Date.now() });
|
||||
|
||||
if (level > sessionCrisis.currentLevel) {
|
||||
sessionCrisis.lastEscalation = Date.now();
|
||||
}
|
||||
|
||||
sessionCrisis.currentLevel = level;
|
||||
sessionCrisis.peakLevel = Math.max(sessionCrisis.peakLevel, level);
|
||||
|
||||
var recent = sessionCrisis.history.slice(-5);
|
||||
if (recent.length >= 2) {
|
||||
var first = recent[0].level;
|
||||
var last = recent[recent.length - 1].level;
|
||||
sessionCrisis.escalationRate = (last - first) / recent.length;
|
||||
}
|
||||
|
||||
return getSessionContext();
|
||||
}
|
||||
|
||||
function getSessionContext() {
|
||||
var s = sessionCrisis;
|
||||
var ctx = '';
|
||||
|
||||
if (s.history.length < 2) return ctx;
|
||||
|
||||
var parts = [];
|
||||
|
||||
// Escalation Alert
|
||||
if (s.escalationRate > 0.5 && s.history.length <= 3) {
|
||||
parts.push('ESCALATION ALERT: User crisis level is rising rapidly.');
|
||||
parts.push('Heightened crisis awareness is warranted.');
|
||||
}
|
||||
|
||||
// Confirmed De-escalation
|
||||
if (s.peakLevel >= 3 && s.currentLevel <= 1 && s.messageCount >= 5) {
|
||||
parts.push('DE-ESCALATION: User appears to be calming. Maintain presence but reduce urgency.');
|
||||
parts.push('De-escalation confirmed. Continue gentle presence.');
|
||||
}
|
||||
|
||||
// Sustained Elevated Level
|
||||
if (s.currentLevel >= 2 && s.messageCount >= 3) {
|
||||
parts.push('User has been in crisis for ' + s.messageCount + ' messages.');
|
||||
parts.push('Continue crisis-aware response.');
|
||||
}
|
||||
|
||||
// Peak Mention
|
||||
if (s.peakLevel > s.currentLevel && s.peakLevel >= 3) {
|
||||
parts.push('Note: session peak was level ' + s.peakLevel + '. User is now at level ' + s.currentLevel + '.');
|
||||
parts.push('Remain attentive.');
|
||||
}
|
||||
|
||||
var levels = s.history.map(function(h) { return h.level; });
|
||||
parts.push('Crisis trajectory: ' + levels.join(' → ') + '.');
|
||||
|
||||
return parts.join(' ');
|
||||
}
|
||||
|
||||
if (sessionCrisis.peakLevel >= 3 && sessionCrisis.currentLevel <= 1 && sessionCrisis.messageCount >= 5) {
|
||||
ctx += 'DE-ESCALATION: User appears to be calming. Maintain presence but reduce urgency. ';
|
||||
}
|
||||
|
||||
if (sessionCrisis.currentLevel >= 2 && sessionCrisis.messageCount >= 3) {
|
||||
ctx += 'User has been in crisis for ' + sessionCrisis.messageCount + ' messages. ';
|
||||
}
|
||||
|
||||
var levels = sessionCrisis.history.map(function(h) { return h.level; });
|
||||
if (levels.length >= 2) {
|
||||
ctx += 'Crisis trajectory: ' + levels.join(' → ') + '. ';
|
||||
}
|
||||
|
||||
return ctx;
|
||||
}
|
||||
|
||||
function resetSessionCrisis() {
|
||||
sessionCrisis = {
|
||||
currentLevel: 0, peakLevel: 0, messageCount: 0,
|
||||
history: [], escalationRate: 0, lastEscalation: null
|
||||
};
|
||||
}
|
||||
|
||||
// ===== GET SYSTEM PROMPT (wraps with crisis context) =====
|
||||
function getSystemPrompt(userText) {
|
||||
var level = getCrisisLevel(userText);
|
||||
@@ -979,7 +1071,9 @@ Sovereignty and service always.`;
|
||||
var directive = 'DIRECTIVE: ' + profile.directive + '\n';
|
||||
var tone = 'TONE: ' + profile.tone + '\n';
|
||||
|
||||
return SYSTEM_PROMPT + divider + header + directive + tone;
|
||||
var sessionCtx = getSessionContext();
|
||||
var sessionBlock = sessionCtx ? '\nSESSION CONTEXT: ' + sessionCtx : '';
|
||||
return SYSTEM_PROMPT + divider + header + directive + tone + sessionBlock;
|
||||
}
|
||||
|
||||
|
||||
@@ -1051,8 +1145,7 @@ Sovereignty and service always.`;
|
||||
}
|
||||
}, 1000);
|
||||
|
||||
// Focus the Call 988 link (always enabled) — disabled buttons cannot receive focus
|
||||
if (overlayCallLink) overlayCallLink.focus();
|
||||
overlayDismissBtn.focus();
|
||||
}
|
||||
|
||||
// Register focus trap on document (always listening, gated by class check)
|
||||
@@ -1166,6 +1259,7 @@ Sovereignty and service always.`;
|
||||
clearChatBtn.addEventListener('click', function() {
|
||||
if (confirm('Clear all chat history?')) {
|
||||
localStorage.removeItem('timmy_chat_history');
|
||||
resetSessionCrisis();
|
||||
window.location.reload();
|
||||
}
|
||||
});
|
||||
@@ -1318,6 +1412,7 @@ Sovereignty and service always.`;
|
||||
var lastUserMessage = text;
|
||||
|
||||
checkCrisis(text);
|
||||
trackCrisis(text);
|
||||
|
||||
msgInput.value = '';
|
||||
msgInput.style.height = 'auto';
|
||||
@@ -1406,6 +1501,7 @@ Sovereignty and service always.`;
|
||||
messages.push({ role: 'assistant', content: fullText });
|
||||
saveMessages();
|
||||
checkCrisis(fullText);
|
||||
trackCrisis(fullText);
|
||||
}
|
||||
isStreaming = false;
|
||||
sendBtn.disabled = msgInput.value.trim().length === 0;
|
||||
@@ -1435,6 +1531,7 @@ Sovereignty and service always.`;
|
||||
|
||||
// ===== WELCOME MESSAGE =====
|
||||
function init() {
|
||||
resetSessionCrisis();
|
||||
if (!loadMessages()) {
|
||||
var welcomeText = "Hey. I'm Timmy. I'm here if you want to talk. No judgment, no login, no tracking. Just us.";
|
||||
addMessage('assistant', welcomeText);
|
||||
|
||||
@@ -1,138 +0,0 @@
|
||||
"""Tests for crisis.ab_testing — A/B test framework for crisis detection (#101)."""
|
||||
|
||||
import os
|
||||
from unittest.mock import patch
|
||||
|
||||
import pytest
|
||||
|
||||
from crisis.ab_testing import ABTestCrisisDetector
|
||||
from crisis.detect import CrisisDetectionResult, detect_crisis
|
||||
|
||||
|
||||
@pytest.fixture(autouse=True)
|
||||
def clear_variant_override():
|
||||
old = os.environ.pop("CRISIS_AB_VARIANT", None)
|
||||
try:
|
||||
yield
|
||||
finally:
|
||||
if old is not None:
|
||||
os.environ["CRISIS_AB_VARIANT"] = old
|
||||
else:
|
||||
os.environ.pop("CRISIS_AB_VARIANT", None)
|
||||
|
||||
|
||||
def _make_variant(level: str, indicators=None):
|
||||
indicators = indicators or [f"mock_{level.lower()}"]
|
||||
|
||||
def fn(text: str) -> CrisisDetectionResult:
|
||||
return CrisisDetectionResult(level=level, indicators=list(indicators))
|
||||
|
||||
return fn
|
||||
|
||||
|
||||
def test_detect_returns_result_variant_and_logged_record():
|
||||
detector = ABTestCrisisDetector(
|
||||
variant_a=_make_variant("LOW"),
|
||||
variant_b=_make_variant("HIGH"),
|
||||
)
|
||||
|
||||
with patch.object(detector, "_select_variant", return_value="A"):
|
||||
result, variant, record_id = detector.detect("test message")
|
||||
|
||||
assert isinstance(result, CrisisDetectionResult)
|
||||
assert variant == "A"
|
||||
assert record_id == 0
|
||||
assert len(detector.records) == 1
|
||||
assert detector.records[0].variant == "A"
|
||||
assert detector.records[0].level == "LOW"
|
||||
|
||||
|
||||
def test_env_override_forces_variant_b():
|
||||
os.environ["CRISIS_AB_VARIANT"] = "b"
|
||||
detector = ABTestCrisisDetector(
|
||||
variant_a=_make_variant("LOW"),
|
||||
variant_b=_make_variant("HIGH"),
|
||||
)
|
||||
|
||||
result, variant, _ = detector.detect("test")
|
||||
|
||||
assert variant == "B"
|
||||
assert result.level == "HIGH"
|
||||
|
||||
|
||||
def test_get_stats_reports_latency_counts_and_level_breakdown():
|
||||
detector = ABTestCrisisDetector(
|
||||
variant_a=_make_variant("LOW"),
|
||||
variant_b=_make_variant("CRITICAL"),
|
||||
)
|
||||
|
||||
with patch.object(detector, "_select_variant", side_effect=["A", "A", "B"]):
|
||||
detector.detect("first")
|
||||
detector.detect("second")
|
||||
detector.detect("third")
|
||||
|
||||
stats = detector.get_stats()
|
||||
assert stats["A"]["count"] == 2
|
||||
assert stats["B"]["count"] == 1
|
||||
assert stats["A"]["levels"]["LOW"] == 2
|
||||
assert stats["B"]["levels"]["CRITICAL"] == 1
|
||||
assert "avg_latency_ms" in stats["A"]
|
||||
assert "avg_indicator_count" in stats["B"]
|
||||
|
||||
|
||||
def test_false_positive_rate_is_computed_from_reviewed_outcomes():
|
||||
detector = ABTestCrisisDetector(
|
||||
variant_a=_make_variant("LOW"),
|
||||
variant_b=_make_variant("HIGH"),
|
||||
)
|
||||
|
||||
with patch.object(detector, "_select_variant", side_effect=["A", "A", "B"]):
|
||||
_, _, a0 = detector.detect("first")
|
||||
_, _, a1 = detector.detect("second")
|
||||
_, _, b0 = detector.detect("third")
|
||||
|
||||
detector.record_outcome(a0, false_positive=True)
|
||||
detector.record_outcome(a1, false_positive=False)
|
||||
detector.record_outcome(b0, false_positive=False)
|
||||
|
||||
stats = detector.get_stats()
|
||||
assert stats["A"]["reviewed_count"] == 2
|
||||
assert stats["A"]["false_positive_rate"] == 0.5
|
||||
assert stats["B"]["false_positive_rate"] == 0.0
|
||||
|
||||
|
||||
def test_record_outcome_rejects_unknown_record():
|
||||
detector = ABTestCrisisDetector(
|
||||
variant_a=_make_variant("LOW"),
|
||||
variant_b=_make_variant("HIGH"),
|
||||
)
|
||||
|
||||
with pytest.raises(IndexError):
|
||||
detector.record_outcome(99, false_positive=True)
|
||||
|
||||
|
||||
def test_reset_clears_records_and_stats():
|
||||
detector = ABTestCrisisDetector(
|
||||
variant_a=_make_variant("LOW"),
|
||||
variant_b=_make_variant("HIGH"),
|
||||
)
|
||||
detector.detect("test")
|
||||
detector.reset()
|
||||
|
||||
assert detector.records == []
|
||||
stats = detector.get_stats()
|
||||
assert stats["A"]["count"] == 0
|
||||
assert stats["B"]["count"] == 0
|
||||
|
||||
|
||||
def test_with_real_detector_integration():
|
||||
detector = ABTestCrisisDetector(
|
||||
variant_a=detect_crisis,
|
||||
variant_b=detect_crisis,
|
||||
)
|
||||
|
||||
result, variant, record_id = detector.detect("I want to kill myself")
|
||||
|
||||
assert result.level == "CRITICAL"
|
||||
assert variant in ("A", "B")
|
||||
assert record_id == 0
|
||||
@@ -52,34 +52,6 @@ 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()
|
||||
|
||||
@@ -50,22 +50,6 @@ 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()
|
||||
|
||||
17
tests/test_session_crisis_frontend.py
Normal file
17
tests/test_session_crisis_frontend.py
Normal file
@@ -0,0 +1,17 @@
|
||||
from pathlib import Path
|
||||
|
||||
|
||||
def test_index_contains_session_crisis_state_and_tracking_hooks():
|
||||
html = Path('index.html').read_text()
|
||||
assert 'var sessionCrisis' in html
|
||||
assert 'function trackCrisis(text)' in html
|
||||
assert 'function getSessionContext()' in html
|
||||
assert 'function resetSessionCrisis()' in html
|
||||
assert 'trackCrisis(text);' in html
|
||||
assert 'SESSION CONTEXT:' in html
|
||||
|
||||
|
||||
def test_new_session_resets_crisis_state():
|
||||
html = Path('index.html').read_text()
|
||||
assert 'resetSessionCrisis()' in html
|
||||
assert "localStorage.removeItem('timmy_chat_history');" in html
|
||||
@@ -1,277 +0,0 @@
|
||||
"""
|
||||
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