Two-half deliverable per BEHAVE-INTEGRATION.md §587-594:
* scripts/behave_shell/replay_calibration.py — Python helper that
drives the production handler against one asciinema shard, mints
a temp SQLite repo + an Attacker per session, captures bus
emissions in-process. Exits non-zero on zero-observation sessions.
* scripts/behave_shell/smoke.sh — bash entry that replays all five
2026-05-02 calibration shards (HUMAN / YOU-sim / LW-sim /
CLAUDE-FF / CLAUDE-CL). Auto-activates .311 venv, forces
DECNET_DB_TYPE=sqlite, prints per-class summary. Suitable for CI.
* scripts/behave_shell/README.md — runbook covering both halves.
Pins the manual live-decky procedure (one SSH session per class
against a deployed smoke-decky, expected dominant primitives table,
SQL verification query, AttackerDetail panel check, pass criteria).
* BEHAVE-INTEGRATION.md — Phase 6 completion log appended with
current corpus results table (15 sessions, 424 observations across
the five classes) and a note that the v0 tag (drop -pre) is gated
on the manual live-decky round-trip and lands as a separate
commit.
Live-decky run is intentionally NOT scripted — the integration doc
calls for manual SSH sessions per class so an operator confirms the
bus / collector / disk-reach plumbing under real PTY conditions.
Three sibling design docs plus DEBT.md updates that supersede the
stale DEBT-036 with a BEHAVE-aligned plan.
development/BEHAVE-INTEGRATION.md — five-phase rollout: storage
(observations table mirroring the BEHAVE Observation envelope plus
one DECNET-side denorm; UniqueConstraint(evidence_ref, primitive)
enforcing idempotency); engine (in decnet/profiler/behave_shell/
sublibrary, no new daemon, not in BEHAVE — DECNET is the engine);
BEHAVE pin; worker wire; UI panel + per-attacker SSE route; live
smoke. Bus payload merges id/ts/v back in to preserve sensor
identifiers across the bus envelope.
development/BEHAVE-EXTRACTOR.md — engine route in eight phases
(A–H). Phase A locks the 6-primitive calibration grid; Phases B–G
expand horizontally; Phase H is the full Tier-A corpus + v0
release. v0 ships every shell-extractable primitive (37 of them);
Tier B is cross-session and lives in the attribution engine; Tier
C is network-domain (toolchain.*) and lives elsewhere.
development/ATTRIBUTION-ENGINE.md — sublibrary inside
decnet/correlation/ that consumes attacker.observation.* events
and emits attribution.profile.* derived state. Five-state machine
(unknown / stable / drifting / conflicted / multi_actor) with per-
ValueKind merge functions. v0 closes DEBT-051; v1 adds the real
clusterer; v2 federation gossip. The bright line forbidding
attribution to natural persons is lifted directly from BEHAVE's
envelope docstring.
development/DEBT.md — DEBT-036 marked STALE; DEBT-050 and
DEBT-051 entries added; summary table + open list updated.