Logan CusanoandClaude Sonnet 5 3ae0bb2d5b intelligence: run the chatter classifier before the too-short skip, not after (#127) ...

82% of the classifier's backtest flags were <=5-word transcripts that already exit at skip_reason=transcript_too_short before the classifier ever ran, so shadow mode was on track to observe roughly a fifth of the real catch rate. Compute the verdict once, ahead of that check, and fold it into whichever doc_set already runs (no extra Firestore write). Also add a chatter_classifier_flagged/reason tally spanning both linked calls AND orphans in admin.py's summary block -- the target population is non-events, which land as orphans or single-call incidents, so linked alone undercounts it the same way corr_gate_veto would have without the #126 fix.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>

Claude-Session: https://claude.ai/code/session_01Tbknwttzou4s46PAykmtix

2026-09-13 12:42:44 -04:00

..

__init__.py

Initial commit — DRB server stack

2026-04-05 19:01:39 -04:00

ai_health.py

Add AI provider degradation registry and alerting (server-26#14)

2026-08-20 03:14:22 -04:00

alerter.py

Stop alert webhooks putting raw transcripts in a third-party channel

2026-08-29 02:42:31 -04:00

area_context.py

area_context v2 + Maps place verification (server-26#36, #37)

2026-08-23 16:43:59 -04:00

audit.py

feat: add role-based user management, audit log, and session tracking

2026-06-22 00:02:09 -04:00

auth.py

Close the /admin/features side-door that needed a container shell to flip AI spend

2026-08-30 02:52:00 -04:00

chatter_classifier.py

intelligence: shadow-mode upstream dispatch-vs-chatter classifier (server-26#127)

2026-09-12 23:59:53 -04:00

dedup.py

Stop Whisper hallucinations and dedupe recordings across nodes

2026-08-16 17:28:27 -04:00

dynsec.py

Secure the broker for public exposure: TLS and per-node credentials

2026-08-16 09:34:44 -04:00

feature_flags.py

Close the /admin/features side-door that needed a container shell to flip AI spend

2026-08-30 02:52:00 -04:00

firestore.py

Commit the Firestore security rules that were never in source control

2026-08-16 21:31:09 -04:00

incident_correlator.py

correlator: fix consensus orphan-gate to test call substance, not empty corr_debug (#115)

2026-09-07 23:50:41 -04:00

intelligence.py

intelligence: run the chatter classifier before the too-short skip, not after (#127)

2026-09-13 12:42:44 -04:00

llm_correlator.py

correlator: address #116 review — call talkgroup id in the prompt, sort candidates

2026-09-07 16:59:29 -04:00

logger.py

Stop httpx logging API keys in plaintext

2026-08-16 20:05:29 -04:00

mqtt_handler.py

Let C2 name a talkgroup it already knows

2026-08-23 03:24:00 -04:00

node_sweeper.py

feat: Add local system override with 24h timeout support

2026-07-12 23:05:53 -04:00

place_verifier.py

area_context v2 + Maps place verification (server-26#36, #37)

2026-08-23 16:43:59 -04:00

recorrelation_sweep.py

correlator: fix consensus orphan-gate to test call substance, not empty corr_debug (#115)

2026-09-07 23:50:41 -04:00

storage.py

Serve audio as whatever it actually is

2026-08-23 12:48:47 -04:00

summarizer.py

Make "AI is off" true, and stop the transcript PATCH from destroying calls

2026-08-27 02:49:09 -04:00

talkgroups.py

Let C2 name a talkgroup it already knows

2026-08-23 03:24:00 -04:00

tenancy.py

Stamp org_id everywhere and gate every route that leaked across tenants

2026-08-18 20:28:37 -04:00

transcript_correction.py

area_context v2 + Maps place verification (server-26#36, #37)

2026-08-23 16:43:59 -04:00

transcription.py

Make "AI is off" true, and stop the transcript PATCH from destroying calls

2026-08-27 02:49:09 -04:00

vocabulary_learner.py

area_context v2 + Maps place verification (server-26#36, #37)

2026-08-23 16:43:59 -04:00