anti 842b7de950 feat(profiler/behave_shell): emit cognitive.inter_command_consistency ...

BEHAVE-EXTRACTOR.md Phase A Step 8. Dispersion / bimodality of
inter-command pauses. HUMAN-bimodal vs LLM-metronomic.

* _features/cognitive.py:inter_command_consistency(ctx) emits one
  Observation in {metronomic, variable, bimodal}.
* CV = stdev / mean of ctx.inter_cmd_iats. CV < 0.40 → metronomic
  (LLM-pure; corpus anchor 0.24); CV ≥ 1.50 → bimodal heuristic
  (LLM-assisted human; v0.1 placeholder, true bimodal via Hartigan
  dip is registry-flagged for v0.2); else → variable (human;
  corpus anchor 0.94).
* < 2 IATs or zero mean → skip emission. < 5 commands halves
  confidence (0.40 vs 0.75) per sample-size honesty.

Tests: too-few IATs → no emission, uniform → metronomic,
human-like dispersion → variable, extreme bursts+gaps → bimodal,
low-sample-count → reduced confidence.

Step 8 closes the six-primitive calibration floor for Phase A.
Step 9 (calibration grid lockdown) is the gate that pins it.

2026-05-03 07:56:49 -04:00

..

agent

fix(types): T7 — eliminate all remaining 38 mypy errors; fix DeckyRow subscript in engine tests

2026-05-01 02:07:53 -04:00

artifacts

refactor(artifacts): extract resolve_artifact_path to shared module

2026-05-02 20:02:47 -04:00

asn

fix(types): P1 — annotate ranges: list[Range] in geoip/rir and asn/iptoasn providers

2026-05-01 00:21:44 -04:00

bus

feat(web/db): observations table + repo + bus prefix (BEHAVE-INTEGRATION Phase 1)

2026-05-03 07:25:10 -04:00

canary

fix(types): T7 — eliminate all remaining 38 mypy errors; fix DeckyRow subscript in engine tests

2026-05-01 02:07:53 -04:00

cli

feat(cli): allow decnet ttp on agents (DEBT-047)

2026-05-02 20:07:03 -04:00

clustering

feat(ttp): E.3.15 UKC bridge — production phase-handoff edge fires

2026-05-01 21:01:58 -04:00

collector

feat(ttp): split bash CMD evidence into structured uid/user/src/pwd/cmd rows

2026-05-02 03:20:53 -04:00

correlation

feat(prober,correlation): attacker fingerprint rotation detection (DEBT-032)

2026-05-03 05:12:51 -04:00

decky_io

feat(deckies): generic file drops on fleet + MazeNET deckies

2026-04-28 22:43:34 -04:00

engine

fix(types): T7 — eliminate all remaining 38 mypy errors; fix DeckyRow subscript in engine tests

2026-05-01 02:07:53 -04:00

fleet

fix(types): T3 — narrow str|None at 12 sites; fix LANRow/DeckyRow subscript in mutator tests

2026-05-01 02:18:53 -04:00

geoip

fix(types): P1 — annotate ranges: list[Range] in geoip/rir and asn/iptoasn providers

2026-05-01 00:21:44 -04:00

intel

feat(intel,ingester): mal_hash feed + observed_attachments table (DEBT-046)

2026-05-03 05:56:46 -04:00

logging

fix(types): P2 — wire _MixinBase + col() across sqlmodel_repo; suppress pydantic/SQLModel column typing false positives

2026-05-01 00:49:18 -04:00

mutator

fix(types): T7 — eliminate all remaining 38 mypy errors; fix DeckyRow subscript in engine tests

2026-05-01 02:07:53 -04:00

net

feat(net): stealth-egress httpx client factory

2026-04-26 04:59:34 -04:00

orchestrator

fix(types): T7 — eliminate all remaining 38 mypy errors; fix DeckyRow subscript in engine tests

2026-05-01 02:07:53 -04:00

prober

feat(prober,correlation): attacker fingerprint rotation detection (DEBT-032)

2026-05-03 05:12:51 -04:00

profiler

feat(profiler/behave_shell): emit cognitive.inter_command_consistency

2026-05-03 07:56:49 -04:00

realism

fix(types): T3 — narrow str|None at 12 sites; fix LANRow/DeckyRow subscript in mutator tests

2026-05-01 01:47:04 -04:00

services

chore(infra): pin Docker base images by digest (DEBT-023)

2026-05-03 04:38:39 -04:00

sniffer

feat(sniffer): ISN sequence classifier (reuses seq_class helper)

2026-04-26 20:30:24 -04:00

swarm

fix(types): T7 — eliminate all remaining 38 mypy errors; fix DeckyRow subscript in engine tests

2026-05-01 02:07:53 -04:00

tarpit

fix(types): T7 — eliminate all remaining 38 mypy errors; fix DeckyRow subscript in engine tests

2026-05-01 02:07:53 -04:00

templates

chore(infra): pin Docker base images by digest (DEBT-023)

2026-05-03 04:38:39 -04:00

topology

chore(infra): pin Docker base images by digest (DEBT-023)

2026-05-03 04:38:39 -04:00

ttp

feat(ttp): EmailLifter disk-reach for body-aware predicates (DEBT-047)

2026-05-02 20:05:54 -04:00

updater

sec(updater): harden tarball extraction and verify sha256 before extract

2026-04-27 21:14:48 -04:00

vectorstore

fix(types): T1 — remove 15 stale type: ignore comments confirmed unused by mypy

2026-05-01 02:18:40 -04:00

web

feat(web): drop SessionProfile, wire observations into AttackerDetail (DEBT-050 / DEBT-036 closure)

2026-05-03 07:33:37 -04:00

webhook

fix(types): T5 — narrow AsyncClient|None with inline if; rename loop variable t→task to avoid no-redef

2026-05-01 02:18:57 -04:00

__init__.py

merge: testing → main (reconcile 2-week divergence)

2026-04-28 18:36:00 -04:00

archetypes.py

refactor(ssh): consolidate real_ssh into ssh, remove duplication

2026-04-11 19:51:41 -04:00

composer.py

merge: testing → main (reconcile 2-week divergence)

2026-04-28 18:36:00 -04:00

config_ini.py

feat(config): add swarmctl-host to INI, env, CLI; drop hardcoded bind from systemd unit

2026-04-30 22:16:00 -04:00

config.py

merge: testing → main (reconcile 2-week divergence)

2026-04-28 18:36:00 -04:00

custom_service.py

Add per-service customization, stealth hardening, and BYOS support

2026-04-04 04:08:27 -03:00

distros.py

chore(infra): pin Docker base images by digest (DEBT-023)

2026-05-03 04:38:39 -04:00

env.py

fix(types): T3 — narrow str|None at 12 sites; fix LANRow/DeckyRow subscript in mutator tests

2026-05-01 02:18:53 -04:00

ini_loader.py

fix: align tests with model validation and API error reporting

2026-04-13 01:43:52 -04:00

models.py

chore(infra): pin Docker base images by digest (DEBT-023)

2026-05-03 04:38:39 -04:00

network.py

Merge branch 'merge-rehearsal' into dev

2026-05-01 02:27:20 -04:00

os_fingerprint.py

feat(os_fingerprint): Phase 2 — add icmp_ratelimit + icmp_ratemask sysctls

2026-04-10 16:41:23 -04:00

privdrop.py

merge: testing → main (reconcile 2-week divergence)

2026-04-28 18:36:00 -04:00

telemetry.py

fix(types): P2 — wire _MixinBase + col() across sqlmodel_repo; suppress pydantic/SQLModel column typing false positives

2026-05-01 00:49:18 -04:00