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backend/services/orchestration-layer/agent-v3/DIMENSION_WEIGHTS_TODO.md

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+# Dimension Weights — Known Issue
+
+**Status**: documented, not fixed — requires calibration before implementation
+**Reported**: 2026-03-18 (audit)
+**Severity**: MIC (scorurile functioneaza, dar weights sunt ignorate)
+
+## Problema
+
+Dimension weights (D1=20, D2=15, ..., D8=10) sunt stocate in Redis (`didi:framework:techniques`) si editabile din Admin Dashboard, dar nu sunt folosite nicaieri in scoring.
+
+`calculateManipulationScore()` in `src/components/techniques/executor.ts:584` face media ponderata doar pe `severity × confidence` per tehnica. Nu acceseaza dimension.weight.
+
+## Unde exista weight-urile
+
+| Loc | Ce contine | Folosit? |
+|-----|-----------|----------|
+| PostgreSQL `bos_parammgmt.dimension` | coloana `weight` (INT) | doar CRUD |
+| Redis `didi:framework:techniques` | `dimensions[].weight` (ex: D1=20) | ignorat de executor |
+| Admin Dashboard `/framework` tab Dimensions | coloana "Pondere" editabila | decorativ |
+| `TechniqueHierarchy.Dimension` interface (executor.ts:45) | NU are camp weight | — |
+| `dimensions_compact` (executor.ts:223) | NU include weight | — |
+
+## Valorile curente in Redis
+
+```
+D1 (content):       weight=20
+D2 (narrative):     weight=15
+D3 (media):         weight=15
+D4 (amplification): weight=10
+D5 (evasion):       weight=10
+D6 (operations):    weight=10
+D7 (temporal):      weight=10
+D8 (targeting):     weight=10
+```
+
+## De ce nu fixam acum
+
+1. Scorurile se schimba — D1 ar contribui 2x fata de D8, pattern-ul results se modifica
+2. Weights nu sunt calibrate — valorile sunt din setup initial, nu validate pe date reale
+3. Verdict calculator depinde de manipulation_score — thresholds-urile pot deveni incorecte
+4. Nu exista test suite care sa detecteze regresii in scoring
+
+## Ce trebuie facut (sprint dedicat)
+
+1. Adauga `weight` in interface `Dimension` (executor.ts:45)
+2. Citeste weight din `techniqueHierarchy` in `calculateManipulationScore()`
+3. Inmulteste contributia fiecarei tehnici cu `dimension.weight / max_weight`
+4. Ruleaza comparatie A/B pe ~50 sesiuni existente (scoruri vechi vs noi)
+5. Ajusteaza thresholds in verdict calculator daca distributia scorurilor se schimba
+6. Calibreaza weights pe baza rezultatelor (poate D1=20 e prea mult/putin)
+
+## Fisiere de modificat
+
+- `src/components/techniques/executor.ts` — interface Dimension + calculateManipulationScore()
+- `src/components/pipeline/verdict-calculator.ts` — posibil ajustare thresholds
+- Admin Dashboard — weight-ul e deja editabil, nu necesita modificari