feat(profiler/behave_shell): G.4 operational.multi_actor_indicators

Compare median intra-command IATs of the two temporal halves of the
session. ≥ MULTI_ACTOR_HALF_MIN_COMMANDS (4) per half required;
relative delta > MULTI_ACTOR_HANDOFF_DELTA (0.5) → handoff_detected.

team_coordinated is Tier B (cross-session); never emitted from a
single session. Confidence 0.55 with both halves ≥ 8 commands; 0.40
otherwise.
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2026-05-08 16:33:15 -04:00
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"""Step G.4: ``operational.multi_actor_indicators`` ∈ {solo, handoff_detected}.
``team_coordinated`` is Tier B (cross-session) — never emitted here.
"""
from __future__ import annotations
from decnet.profiler.behave_shell import extract_session
from decnet.profiler.behave_shell._parse import AsciinemaEvent
PRIMITIVE = "operational.multi_actor_indicators"
def _of(observations: list, primitive: str):
obs = [o for o in observations if o.primitive == primitive]
assert len(obs) == 1, f"expected exactly one {primitive}, got {len(obs)}"
return obs[0]
def _typed(text: str, t0: float, dt: float = 0.05) -> list[AsciinemaEvent]:
return [(t0 + i * dt, "i", c) for i, c in enumerate(text)]
def _cmd(token: str, t0: float, dt: float = 0.05) -> list[AsciinemaEvent]:
"""Emit one command (no prompt — output unused for this primitive)."""
events = _typed(f"{token}\r", t0=t0, dt=dt)
return events
def test_too_few_commands_no_emission() -> None:
events: list[AsciinemaEvent] = []
for i in range(5):
events += _cmd("ls", t0=float(i))
out = list(extract_session(events, sid="g4-thin"))
assert [o for o in out if o.primitive == PRIMITIVE] == []
def test_solo_consistent_typing() -> None:
"""Same dt across both halves → small delta → solo."""
events: list[AsciinemaEvent] = []
for i in range(10):
events += _cmd("hostname", t0=float(i * 2), dt=0.10)
obs = _of(list(extract_session(events, sid="g4-solo")), PRIMITIVE)
assert obs.value == "solo"
def test_handoff_detected_speed_jump() -> None:
"""First half slow typing (dt=0.20), second half fast (dt=0.05)."""
events: list[AsciinemaEvent] = []
for i in range(8):
events += _cmd("hostname", t0=float(i * 2), dt=0.20)
for i in range(8):
events += _cmd("hostname", t0=float(20 + i * 2), dt=0.05)
obs = _of(list(extract_session(events, sid="g4-handoff")), PRIMITIVE)
assert obs.value == "handoff_detected"
def test_team_coordinated_never_emitted() -> None:
"""Tier B value must never appear, regardless of input."""
events: list[AsciinemaEvent] = []
for i in range(20):
dt = 0.10 + (0.20 if i % 2 else 0.0)
events += _cmd("hostname", t0=float(i * 2), dt=dt)
obs = _of(list(extract_session(events, sid="g4-no-team")), PRIMITIVE)
assert obs.value in ("solo", "handoff_detected")
def test_high_count_raises_confidence() -> None:
events: list[AsciinemaEvent] = []
for i in range(20):
events += _cmd("hostname", t0=float(i * 2), dt=0.10)
obs = _of(list(extract_session(events, sid="g4-conf")), PRIMITIVE)
assert obs.confidence == 0.55