# Advisory AI Knobs Prep — PREP-POLICY-ENGINE-31-001-ADVISORY-AI-KNOBS-R

Status: Draft (2025-11-20)
Owners: Policy Guild
Scope: Outline the configuration knobs for Advisory AI scoring once trust weighting (30-101) is defined.

## Dependencies
- Trust weighting API/contracts (30-101).
- Advisory AI signal list and confidence model (not yet finalized).

## Draft configuration fields
- `weights` (from 30-101) applied to AI-produced signals.
- `knobs[]` array of `{name, default_value, min, max, step, description}` for:
  - `ai_signal_weight`
  - `reachability_boost`
  - `time_decay_half_life_days`
  - `evidence_freshness_threshold_hours`
- Output preview: recomputed severity/exploitability per advisory/component.

## Acceptance to close PREP
- Map knobs to actual AI signals once published; confirm allowed ranges.
- Document schema at `docs/modules/policy/schemas/advisory-ai-knobs@draft.json` and sample request at `docs/modules/policy/samples/advisory-ai-knobs@draft.json`.

## Handoff
Use this document as the prep artefact for PREP-POLICY-ENGINE-31-001-ADVISORY-AI-KNOBS-R. Update with final signal list and ranges once trust weighting is frozen.