Runs the chained identity + campaign clustering pipeline against all
seven fixtures via from_synthetic / from_synthetic_identity adapters
and ratchets every YAML floor to 1.0 — the production clusterer
(and the reference clusterers used in the per-fixture tests) all
score perfectly across ARI / homogeneity / completeness /
singleton_recall on each fixture.
Three substrate fixes surfaced by the ratchet:
- Tuning: shared_infra now Jaccards payload+C2 only; decky_set moved
into cohort_weight to prevent fleet-scarcity false-merges (F1's
shared_wordlist failure mode). Tier weight raised to 1.0 so
shared payload+C2 alone crosses threshold (F5's intended pass).
- Adapter: from_synthetic_identity now reads SyntheticSession
started_at + duration_s for session_windows and per-decky
timestamps (the production-row adapter still uses start_ts/end_ts
when available).
- Fixture data: paused_campaign.yaml's JA3 collided exactly with
vpn_hopping.yaml's (same TLS extension list). The collision
fused two unrelated campaigns under the chained identity layer
in the noise_floor composite. Made paused's JA3 distinct.
Also wires Campaign / CampaignsResponse into models/__init__.py's
__all__ that was missed in the schema commit.
Two campaigns sharing a credential wordlist; everything else (ASN, IPs,
JA3, HASSH, active hours) divergent. Pass condition: clusterer must NOT
merge. Protects against the "credential overlap is identity" failure
mode that commodity wordlists invite.
* tests/clustering/fixture_harness.py — shared assert_fixture_bounds
helper + identity_clusterer (placeholder, trivially correct on
all-singleton fixtures) + credential_jaccard_clusterer (deliberately-
bad reference used to PROVE the fixture catches what it should).
* tests/clustering/test_shared_wordlist_fixture.py — bounds pass with
identity, bounds FAIL (homogeneity → 0) with the bad credential
clusterer. The latter is the proof the fixture earns its keep.
* tests/fixtures/campaigns/shared_wordlist.{yaml,expected.yaml}.
* tests/clustering/test_lone_wolf_fixture.py — refactored onto the
shared harness. No behavior change.
