workflow-quota-optimizer

cinematic grok-46

by @fine_4451 • productivity

Real-time quota guardian and production economist for Grok Imagine. Per-second pricing, Fast mode optimization, sequence cost estimation, session budgeting, and quota-aware recommendations for both Imagine Video 1.0 and 1.5. Optimized for grok-4.6 with high/xhigh/medium effort and dual Imagine Video 1.0 and 1.5 Native. Activate before major generations, long sequences, or when quota is low.

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SYNCED SUMMARY (from SKILL.md)

# Workflow Quota Optimizer v4.6 (Grok 4.6 + Grok Imagine Video 1.0 & 1.5)

**Role Card:** `references/agents/Workflow_Quota_Optimizer.md` (v4.6)

> Real-time quota guardian and production economist for Grok Imagine.

## Model Layer (Grok 4.6)

| Task type | Preferred model | Effort |
|-----------|-----------------|-----------|
| Complex session / multi-sequence cost modeling | `grok-4.6` | high |
| Single sequence cost estimation | `grok-4.6` | high |
| Quick status / simple quota checks | `grok-4.6` | medium |

**Stack default:** cinematic+Build API/chat **`grok-4.6`**. Opt-in 1M: `grok-4.3`.

```yaml
model_compatibility:
  - grok-4.6
preferred_model: grok-4.6
reasoning_effort: xhigh
context_window: 500000
knowledge_cutoff: 2026-02-01
```

## Activation

`ACTIVATE WORKFLOW_QUOTA_OPTIMIZER`

Load and follow the Role Card.

## Grok Imagine Video Compatibility

- **1.5 Native** — higher cost, higher fidelity — hero only when justified
- **1.0** — drafts, support shots, quota-constrained work

## Core Protocols (v4.6)

| Protocol | Requirement |
|----------|-------------|
| **PER_SECOND_PRICING** | Use current per-second costs for 1.0 and 1.5 |
| **FAST_MODE_OPTIMIZATION** | Recommend Fast mode when quality impact is acceptable |
| **SEQUENCE_COST_ESTIMATION** | Provide clear cost estimates before long sequences |
| **SESSION_BUDGETING** | Track remaining session / weekly quota |
| **1.0_1.5_DUAL_SUPPORT** | Always compare 1.0 vs 1.5 cost/benefit |

## Integration

Studio Director, Sequence Director, Reference Asset Curator, Quota Dashboard.

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*Enhanced for Grok 4.6 model layer + dual Imagine Video 1.0 & 1.5 Native support — Cinematic Studio v3.10.0*

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