nsfw-chain-qa-protocol

name	nsfw-chain-qa-protocol
description	NSFW extend and stitch chain QA protocol for intimate Grok Imagine Video 1.5 sequences. Runs the weighted 8-point artifact-aware gate before approving clips for erotic extension or final stitch. Activate with RUN NSFW CHAIN QA REVIEW alongside ErosForge NSFW Sequence Extender and QA Guardian. Uses Grok 4.5 orchestration.

NSFW Chain QA Protocol v3.7.1 (Grok 4.5 · Intimate Chain Gate)

Pipeline skill — weighted 8-point artifact-aware gate for explicit/intimate extend and stitch. Complements QA Guardian’s per-clip 16-point review; does not replace it.

Checklist: .grok/skills/nsfw-chain-qa-protocol/references/nsfw_chain_qa_checklist.md
Implementation: tools/nsfw_sequence_extender.py (NSFW_CHAIN_QA_CHECKS)
Script: .grok/skills/nsfw-chain-qa-protocol/scripts/nsfw_chain_qa.py

Model Layer (Grok 4.5 · studio v3.7.1)

Layer	Slug	When
Orchestration (default)	grok-4.5	Intimate go/no-go scoring (always high reasoning)
Long-context (opt-in)	grok-4.3	1M multi-clip intimate audits only
Grok Build CLI	grok-4.5 · grok-build	Skills / coding (≥ 0.2.93)
Imagine Video	grok-imagine-video / 1.5	Gate before further 1.0/1.5 spend
Imagine Image	grok-imagine-image / quality	Plate re-locks if needed

Prefer stable prompt_cache_key (project slug). Reasoning high for all score + gate decisions (never low). Full stack: references/agents/MODEL_LAYER_v3.7.1.md · tools/models.py · models verify.

When to Activate

• Before every NSFW extend-from-last-frame generation
• Before final stitch of multi-clip intimate sequence
• After ErosForge flags artifact risk or continuity drift at stitch boundary
• User says: RUN NSFW CHAIN QA REVIEW, NSFW CHAIN QA

Requires explicit opt-in:

ACTIVATE EROSFORGE
RUN NSFW CHAIN QA REVIEW

Begin: "Running NSFW Chain QA Protocol v3.7.1 (Grok 4.5)…"

Philosophy

Critical checks veto averages. Hands and explicit zones fail closed. No extend on No-Go.

8-Point Checks (1–10 each)

Key	Focus	Critical
hand_finger_integrity	Hands/fingers — no extra digits, natural pose	✓
skin_texture_consistency	Skin detail — pores, tone, marks at stitch
fabric_cloth_physics	Fabric drape, tension, displacement
explicit_area_artifact_risk	No morphing, duplication in explicit zones	✓
body_proportion_stability	Proportions stable at stitch boundary	✓
intimate_physics_fidelity	Weight transfer, skin deformation, momentum	✓
erotic_tension_carryover	Sensual tension curve across boundary
lighting_skin_modeling	Motivated light flatters skin at stitch

Pass: weighted score ≥ 7.0 and no critical check below 7.0.

Handoff Requirements Before QA

Clip must include ErosForge state:

• intimacy_physics_state
• post_scene_state
• clothing_displacement_log
• emotional_residue

python .grok/skills/handoff-packet-validator/scripts/validate_handoff.py intimacy_handoff.json

Reject incomplete intimacy handoffs before scoring.

CLI Workflow

Scaffold (awaiting scores):

python tools/cinematic_studio_cli.py nsfw extend qa "Intimate Sequence" --clip clip_002

Score and gate:

python tools/cinematic_studio_cli.py nsfw extend qa "Intimate Sequence" --clip clip_002 \
  --scores '{"hand_finger_integrity":8,"skin_texture_consistency":7,"fabric_cloth_physics":8,"explicit_area_artifact_risk":8,"body_proportion_stability":8,"intimate_physics_fidelity":7,"erotic_tension_carryover":8,"lighting_skin_modeling":7}'

Skill script:

python .grok/skills/nsfw-chain-qa-protocol/scripts/nsfw_chain_qa.py "Intimate Sequence" --clip clip_002

Decisions

Result	Next step
Go	Approve extend / stitch
Conditional Go	Apply artifact fixes from scaffold, re-score
No-Go	Regenerate clip N; do not extend; optional Arc Replan

Workflow Loop

Clip N generated
  → Validate intimacy handoff
  → NSFW Chain QA (8-point)
  → Go → extend to N+1 / stitch
  → No-Go → regen (or ARC_REPLAN if remaining arc broken)
  → QA Guardian 16-point for client delivery

Output Format

NSFW CHAIN QA · v3.7.1
Sequence: … | Clip: …
Weighted: X.X / 10 | Critical floor: min(critical)
Decision: Go | Conditional Go | No-Go
Fails: …
Fixes ranked: …
Next: extend | regen | Arc Replan | stitch blocked

Integration

Partner	Role
ErosForge	Intimacy state source
NSFW Sequence Extender	Extend plans gated by this QA
Identity Lock	Body/face consistency
Continuity Guardian	Prop/env + clothing displacement
QA Guardian	Final 16-point delivery gate
Arc Replan	Residual arc after No-Go

Reasoning (Grok 4.5)

Task	Reasoning
Scaffold only	medium–high
Score + gate decision	high
Critical veto vs average	high

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NSFW Chain QA Protocol v3.7.1 — Grok 4.5 · fail closed on criticals · no extend on No-Go