anti
cd7c7ea5a2
ANTI authorised dropping the PII boundary for this primitive. ctx gains typed_unigram_counts / typed_bigram_counts / typed_letter_count populated during the existing single-pass input walk (paste-class events excluded). Two-axis classifier: * layout-artefact unigrams take priority — q rate above floor with low English saturation → azerty; z above floor with y below → qwertz * fallback to English-bigram saturation: ≥ floor → qwerty, else other Sample-size floor 200 typed letters; bigram histogram capped at top-64 to bound memory. Confidence cap stays moderate (0.40-0.55) — heuristic discriminator.
81 lines
2.0 KiB
Python
81 lines
2.0 KiB
Python
"""Registered feature functions.
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Each entry takes a ``SessionContext`` and yields zero or more
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``Observation`` instances. Adding a primitive = adding a function in a
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sibling module and appending it to ``FEATURES``.
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"""
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from __future__ import annotations
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from typing import Callable, Iterable
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from decnet_behave_core.spec.envelope import Observation
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from decnet.profiler.behave_shell._ctx import SessionContext
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from decnet.profiler.behave_shell._features.cognitive import (
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cognitive_load,
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command_branch_diversity,
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error_resilience_fallback_to_man,
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error_resilience_frustration_typing,
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error_resilience_retry_tactic,
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exploration_style,
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feedback_loop_engagement,
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planning_depth,
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tool_vocabulary,
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inter_command_consistency,
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inter_command_latency_class,
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)
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from decnet.profiler.behave_shell._features.environmental import (
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keyboard_layout,
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locale,
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shell_type,
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terminal_multiplexer,
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)
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from decnet.profiler.behave_shell._features.temporal import (
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escalation_pattern,
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landing_ritual,
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session_duration,
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)
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from decnet.profiler.behave_shell._features.motor import (
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command_chunking,
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error_correction,
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input_modality,
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keystroke_cadence,
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motor_stability,
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paste_burst_rate,
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pipe_chaining_depth,
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shortcut_usage,
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tab_completion,
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)
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FeatureFn = Callable[[SessionContext], Iterable[Observation]]
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FEATURES: tuple[FeatureFn, ...] = (
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input_modality,
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paste_burst_rate,
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keystroke_cadence,
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motor_stability,
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error_correction,
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command_chunking,
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tab_completion,
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shortcut_usage,
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pipe_chaining_depth,
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inter_command_latency_class,
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command_branch_diversity,
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feedback_loop_engagement,
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inter_command_consistency,
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cognitive_load,
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exploration_style,
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planning_depth,
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tool_vocabulary,
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error_resilience_retry_tactic,
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error_resilience_frustration_typing,
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error_resilience_fallback_to_man,
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session_duration,
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escalation_pattern,
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landing_ritual,
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shell_type,
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terminal_multiplexer,
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locale,
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keyboard_layout,
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)
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