Commit Graph

2 Commits

Author SHA1 Message Date
Claude Agent
80d90f317d fix(5.18): corectie 8 etichete coduri rare (verificare Opus pe coada sparse)
Subagent Opus a verificat cele 139 operatii cu coduri rare (R-ODO, OE-I,
OE-5, AITLV, OE-R, OE-8, OE-7): 130 confirmate, 8 corectate (source=opus_review):
- PERNA AER STG SPATE / PUNTE MOTRICA (x3): OE-R -> OE-1 (burduf suspensie
  pneumatica, NU airbag de retinere)
- INLOCUIT CABLU/SENZOR KM (x2): OE-I -> R-ODO (reparatie odometru, nu istoric import)
- SCHIMBAT FOAIE ARC: OE-8 -> OE-1 (arc suspensie, nu anvelopa)
- RULMENT SPATE (PIESA): OE-7 -> NUL (doar nume piesa, fara actiune)
- INLOCUIT CALCULATOR P INJECTIE: OE-7 -> OE-1 (inlocuire hardware, fara programare)

NUL 2200 -> 2201. SERVICII VULCANIZARE (Opus->NUL, increderea 0.5) tinut
neschimbat: vulcanizarea e reparatie reala de pneu, nu non-operatie (de decis user).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-29 07:41:32 +00:00
Claude Agent
756f77730f feat(5.18): corpus k-NN exemple etichetate + seed real Haiku (17181 op)
Seed app/data/operatii-etichetate.json regenerat cu subagenti Haiku pe TOATE
cele 17181 operatii distincte (ordine frecventa, 100%), inlocuind seed-ul Groq
(3758). Validare Haiku vs Groq pe 157 op etichetate: la dezacorduri Haiku corect
~22/30, Groq ~0. Haiku prinde gunoiul ratat de Groq (ITP, chirie anvelope, nume
piese fara actiune): NUL 2200 (12.8%) vs ~7.6% Groq; adaptare electronica OE-7
(nu OE-5), placute frana uzura OE-1 (nu OE-F avarie).

US-001..006: prefiltru NUL determinist, etichetator offline, generator seed,
seeder mapping_suggestions (in init_db, gated seed_operatii_enabled), embeddings
indexeaza corpus etichetat, enrich NUL+kNN. Distributie seed: OE-1 80.1%, NUL
12.8%, OE-2 3.5%, restul rar (OE-4/3/7/8/R/I/5, AITLV, R-ODO).

config: seed_operatii_enabled=True + embeddings_enabled=True implicit (SILVER
populat + sugestii semantice; ambele suggestion-only, dezactivabile prin env).

Suita: 1387 passed, 1 deselected (live).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-29 06:59:15 +00:00