Files
DECNET/decnet/profiler/behave_shell/_features/__init__.py
anti 0737fcfe93 feat(profiler/behave_shell): emit motor.motor_stability
BEHAVE-EXTRACTOR.md Phase B Step B.2. First principled
implementation — the prototype doesn't ship this primitive at all.

* _features/motor.py:motor_stability(ctx) emits one Observation
  in {steady, variable, tremor}. Reuses ctx.typing_bursts from B.1.
* Tremor proxy: fraction of within-burst IATs below
  TREMOR_FAST_FLOOR_S (30 ms — humans can't sustain sub-50 ms IATs).
  ≥ TREMOR_RATE_MIN (10%) sub-floor → tremor (double-press / motor
  twitch / stuck-key).
* Otherwise median burst CV decides: < CV_STEADY_MAX → steady,
  else → variable. Confidence 0.70 / 0.60 / 0.65.
* No typing bursts or fewer than 5 within-burst IATs → skip emit.
* Calibration grid widened to include motor.motor_stability; green
  across all five shards.

Tests cover all three buckets + skip paths.
2026-05-03 21:25:54 -04:00

39 lines
1.0 KiB
Python

"""Registered feature functions.
Each entry takes a ``SessionContext`` and yields zero or more
``Observation`` instances. Adding a primitive = adding a function in a
sibling module and appending it to ``FEATURES``.
"""
from __future__ import annotations
from typing import Callable, Iterable
from decnet_behave_core.spec.envelope import Observation
from decnet.profiler.behave_shell._ctx import SessionContext
from decnet.profiler.behave_shell._features.cognitive import (
command_branch_diversity,
feedback_loop_engagement,
inter_command_consistency,
inter_command_latency_class,
)
from decnet.profiler.behave_shell._features.motor import (
input_modality,
keystroke_cadence,
motor_stability,
paste_burst_rate,
)
FeatureFn = Callable[[SessionContext], Iterable[Observation]]
FEATURES: tuple[FeatureFn, ...] = (
input_modality,
paste_burst_rate,
keystroke_cadence,
motor_stability,
inter_command_latency_class,
command_branch_diversity,
feedback_loop_engagement,
inter_command_consistency,
)