feat(profiler/behave_shell): emit motor.shell_mastery.shortcut_usage

This commit is contained in:
2026-05-03 23:33:07 -04:00
parent a077cf67c8
commit 4fc980e968
6 changed files with 180 additions and 1 deletions

View File

@@ -24,6 +24,7 @@ from decnet.profiler.behave_shell._features.motor import (
keystroke_cadence,
motor_stability,
paste_burst_rate,
shortcut_usage,
tab_completion,
)
@@ -37,6 +38,7 @@ FEATURES: tuple[FeatureFn, ...] = (
error_correction,
command_chunking,
tab_completion,
shortcut_usage,
inter_command_latency_class,
command_branch_diversity,
feedback_loop_engagement,

View File

@@ -28,6 +28,8 @@ from decnet.profiler.behave_shell._thresholds import (
PASTE_RATE_OCCASIONAL_MIN,
SHELL_MASTERY_BOUNDARY_BAND,
SHELL_MASTERY_MIN_COMMANDS,
SHORTCUT_USAGE_HEAVY_MIN,
SHORTCUT_USAGE_MODERATE_MIN,
TAB_COMPLETION_HABITUAL_MIN,
TAB_COMPLETION_OCCASIONAL_MAX,
TREMOR_FAST_FLOOR_S,
@@ -316,3 +318,51 @@ def tab_completion(ctx: SessionContext) -> Iterator[Observation]:
value=value,
confidence=confidence,
)
def shortcut_usage(ctx: SessionContext) -> Iterator[Observation]:
"""Emit ``motor.shell_mastery.shortcut_usage`` ∈ {none, moderate, heavy}.
Metric: total readline ctrl-byte keystrokes (the seven in
:data:`SHORTCUT_CTRL_BYTES`) divided by command count. Registry
buckets are qualitative; v0.1 thresholds are pinned for corpus
calibration. Heavy users tend to be tmux/zsh/bash power operators
who edit lines in place rather than retyping.
Confidence:
* < ``SHELL_MASTERY_MIN_COMMANDS`` → 0.40.
* Within ±10% of either bucket boundary → 0.55.
* Otherwise → 0.65 (lower than tab_completion: thresholds are
not yet corpus-calibrated, mirrors ``motor_stability`` posture).
Skips emission when the session has no commands at all.
"""
n = len(ctx.commands)
if n == 0:
return
total_shortcuts = sum(c.shortcut_count for c in ctx.commands)
rate = total_shortcuts / n
if total_shortcuts == 0 or rate < SHORTCUT_USAGE_MODERATE_MIN:
value = "none"
elif rate < SHORTCUT_USAGE_HEAVY_MIN:
value = "moderate"
else:
value = "heavy"
if n < SHELL_MASTERY_MIN_COMMANDS:
confidence = 0.40
elif (
_near(rate, SHORTCUT_USAGE_MODERATE_MIN)
or _near(rate, SHORTCUT_USAGE_HEAVY_MIN)
):
confidence = 0.55
else:
confidence = 0.65
yield make_observation(
ctx,
primitive="motor.shell_mastery.shortcut_usage",
value=value,
confidence=confidence,
)