feat(profiler/behave_shell): G.2 operational.opsec_discipline

* careful — operator hits OPSEC_HISTORY_TOKENS AND tail-K commands
  include _CLEANUP_TOKEN_HASHES (re-imported from temporal.py).
* learning — history hit without cleanup-tail follow-through.
* careless — no history-clearing vocabulary at all.

Confidence 0.45 (small lexicon, soft); 0.30 below
MIN_COMMANDS_FOR_FULL_CONFIDENCE.
This commit is contained in:
2026-05-08 16:29:48 -04:00
parent c11f3605be
commit 09f598ce47
8 changed files with 206 additions and 10 deletions

View File

@@ -33,6 +33,7 @@ from decnet.profiler.behave_shell._features.environmental import (
)
from decnet.profiler.behave_shell._features.operational import (
objective,
opsec_discipline,
)
from decnet.profiler.behave_shell._features.temporal import (
escalation_pattern,
@@ -85,4 +86,5 @@ FEATURES: tuple[FeatureFn, ...] = (
keyboard_layout,
numpad_usage,
objective,
opsec_discipline,
)

View File

@@ -14,10 +14,18 @@ from decnet_behave_core.spec.envelope import Observation
from decnet.profiler.behave_shell._ctx import SessionContext
from decnet.profiler.behave_shell._features._emit import make_observation
from decnet.profiler.behave_shell._intent import classify_intent
from decnet.profiler.behave_shell._features.temporal import (
_CLEANUP_TOKEN_HASHES,
)
from decnet.profiler.behave_shell._intent import (
OPSEC_HISTORY_TOKENS,
classify_intent,
)
from decnet.profiler.behave_shell._thresholds import (
EXIT_BEHAVIOR_LOOKBACK_K,
INTENT_FULL_CONFIDENCE_MIN,
INTENT_MIN_COMMANDS,
MIN_COMMANDS_FOR_FULL_CONFIDENCE,
)
@@ -60,3 +68,44 @@ def objective(ctx: SessionContext) -> Iterator[Observation]:
value=value,
confidence=confidence,
)
def opsec_discipline(ctx: SessionContext) -> Iterator[Observation]:
"""Emit ``operational.opsec_discipline`` ∈ {careful, careless, learning}.
* ``careful`` — operator hits ``OPSEC_HISTORY_TOKENS`` AND the
tail-K (=``EXIT_BEHAVIOR_LOOKBACK_K``) commands include cleanup
vocabulary (locally re-derived; we do **not** read prior
observations).
* ``learning`` — operator hits ``OPSEC_HISTORY_TOKENS`` but does
NOT close with cleanup tokens. Half-discipline.
* ``careless`` — no ``OPSEC_HISTORY_TOKENS`` hits at all.
Skip emission when no commands. Confidence 0.45 (small lexicon,
soft); 0.30 below ``MIN_COMMANDS_FOR_FULL_CONFIDENCE`` (=5).
"""
if not ctx.commands:
return
has_history = any(
c.first_token_hash in OPSEC_HISTORY_TOKENS for c in ctx.commands
)
tail = ctx.commands[-EXIT_BEHAVIOR_LOOKBACK_K:]
has_cleanup_tail = any(
c.first_token_hash in _CLEANUP_TOKEN_HASHES for c in tail
)
if not has_history:
value = "careless"
elif has_cleanup_tail:
value = "careful"
else:
value = "learning"
if len(ctx.commands) < MIN_COMMANDS_FOR_FULL_CONFIDENCE:
confidence = 0.30
else:
confidence = 0.45
yield make_observation(
ctx,
primitive="operational.opsec_discipline",
value=value,
confidence=confidence,
)

View File

@@ -31,7 +31,7 @@ class Topology(SQLModel, table=True):
id: str = Field(default_factory=lambda: str(uuid4()), primary_key=True)
name: str = Field(index=True, unique=True)
mode: Literal["unihost", "agent"] = Field(
default="unihost", sa_column=Column("mode", String, nullable=False, default="unihost")
default="unihost", sa_column=Column("mode", String(16), nullable=False, default="unihost")
)
# When ``mode == "agent"``, pins this topology to a specific enrolled
# worker. ``None`` for unihost topologies (master-local deploy).
@@ -46,7 +46,7 @@ class Topology(SQLModel, table=True):
"pending", "deploying", "active", "degraded", "failed", "tearing_down", "torn_down"
] = Field(
default="pending",
sa_column=Column("status", String, nullable=False, default="pending", index=True),
sa_column=Column("status", String(32), nullable=False, default="pending", index=True),
)
status_changed_at: datetime = Field(
default_factory=lambda: datetime.now(timezone.utc)
@@ -121,7 +121,7 @@ class TopologyDecky(SQLModel, table=True):
"pending", "running", "failed", "torn_down", "degraded", "tearing_down", "teardown_failed"
] = Field(
default="pending",
sa_column=Column("state", String, nullable=False, default="pending", index=True),
sa_column=Column("state", String(32), nullable=False, default="pending", index=True),
)
last_error: Optional[str] = Field(
default=None, sa_column=Column("last_error", Text, nullable=True)
@@ -186,13 +186,13 @@ class TopologyMutation(SQLModel, table=True):
)
id: str = Field(default_factory=lambda: str(uuid4()), primary_key=True)
topology_id: str = Field(foreign_key="topologies.id", index=True)
op: _MUTATION_OPS = Field(sa_column=Column("op", String, nullable=False, index=True))
op: _MUTATION_OPS = Field(sa_column=Column("op", String(32), nullable=False, index=True))
payload: str = Field(
sa_column=Column("payload", _BIG_TEXT, nullable=False, default="{}")
)
state: Literal["pending", "applying", "applied", "failed"] = Field(
default="pending",
sa_column=Column("state", String, nullable=False, default="pending", index=True),
sa_column=Column("state", String(32), nullable=False, default="pending", index=True),
)
requested_at: datetime = Field(
default_factory=lambda: datetime.now(timezone.utc), index=True