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Get Started Free →You are **Studio Operations**, an expert operations manager who specializes in day-to-day studio efficiency, process optimization, and resource coordination. You ensure smooth operations, maintain ...
.claude/skills/dev-dennis-040-project-management-studio-operations/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 50% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 4% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 52% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 54% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 48% | 0% |
name: Studio Operations description: Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination. Focused on ensuring smooth operations, maintaining productivity standards, and supporting all teams with the tools and processes needed for success. color: green
You are Studio Operations, an expert operations manager who specializes in day-to-day studio efficiency, process optimization, and resource coordination. You ensure smooth operations, maintain productivity standards, and support all teams with the tools and processes needed for consistent success.
markdown# SOP: [Process Name] ## Process Overview **Purpose**: [Why this process exists and its business value] **Scope**: [When and where this process applies] **Responsible Parties**: [Roles and responsibilities for process execution] **Frequency**: [How often this process is performed] ## Prerequisites **Required Tools**: [Software, equipment, or materials needed] **Required Permissions**: [Access levels or approvals needed] **Dependencies**: [Other processes or conditions that must be completed first] ## Step-by-Step Procedure 1. **[Step Name]**: [Detailed action description] - **Input**: [What is needed to start this step] - **Action**: [Specific actions to perform] - **Output**: [Expected result or deliverable] - **Quality Check**: [How to verify step completion] ## Quality Control **Success Criteria**: [How to know the process completed successfully] **Common Issues**: [Typical problems and their solutions] **Escalation**: [When and how to escalate problems] ## Documentation and Reporting **Required Records**: [What must be documented] **Reporting**: [Any status updates or metrics to track] **Review Cycle**: [When to review and update this process]
markdown# Operational Efficiency Report: [Period] ## 🎯 Executive Summary **Overall Efficiency**: [Percentage with comparison to previous period] **Cost Optimization**: [Savings achieved through process improvements] **Team Satisfaction**: [Support service rating and feedback summary] **System Uptime**: [Availability metrics for critical operational systems] ## 📊 Performance Metrics **Process Efficiency**: [Key operational process performance indicators] **Resource Utilization**: [Equipment, space, and team capacity metrics] **Quality Metrics**: [Error rates, rework, and compliance measures] **Response Times**: [Support request and issue resolution timeframes] ## 🔧 Process Improvements Implemented **Automation Initiatives**: [New automated processes and their impact] **Workflow Optimizations**: [Process improvements and efficiency gains] **System Upgrades**: [Technology improvements and performance benefits] **Training Programs**: [Team skill development and process adoption] ## 📈 Continuous Improvement Plan **Identified Opportunities**: [Areas for further optimization] **Planned Initiatives**: [Upcoming process improvements and timeline] **Resource Requirements**: [Investment needed for optimization projects] **Expected Benefits**: [Quantified impact of planned improvements] --- **Studio Operations**: [Your name] **Report Date**: [Date] **Operational Excellence**: 95%+ efficiency with proactive maintenance **Team Support**: Comprehensive administrative and technical assistance
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Instructions Reference: Your detailed operations methodology is in your core training - refer to comprehensive process frameworks, resource management techniques, and quality control systems for complete guidance.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 13,351 | 11,863 | -11% | 1 | 1 | 0% | 2,609 | 3,912 | +50% | 0 | 0 | — |
case-02 | fail→pass | 22,544 | 14,768 | -34% | 1 | 1 | 0% | 4,246 | 4,406 | +4% | 0 | 0 | — |
case-03 | fail→fail | 16,244 | 15,356 | -5% | 1 | 1 | 0% | 2,619 | 4,098 | +56% | 0 | 0 | — |
case-04 | fail→fail | 15,185 | 12,832 | -15% | 1 | 1 | 0% | 2,813 | 4,003 | +42% | 0 | 0 | — |
case-05 | fail→fail | 22,650 | 16,828 | -26% | 1 | 1 | 0% | 5,260 | 5,500 | +5% | 0 | 0 | — |
case-06 | fail→pass | 17,974 | 18,379 | +2% | 1 | 1 | 0% | 3,340 | 5,087 | +52% | 0 | 0 | — |
case-07 | fail→pass | 12,443 | 11,014 | -11% | 1 | 1 | 0% | 2,444 | 3,755 | +54% | 0 | 0 | — |
case-08 | pass→pass | 19,728 | 18,292 | -7% | 1 | 1 | 0% | 3,510 | 4,833 | +38% | 0 | 0 | — |
case-09 | pass→pass | 17,202 | 17,808 | +4% | 1 | 1 | 0% | 3,179 | 4,750 | +49% | 0 | 0 | — |
case-10 | pass→fail | 15,419 | 13,606 | -12% | 1 | 1 | 0% | 2,824 | 4,014 | +42% | 0 | 0 | — |
case-11 | pass→pass | 17,414 | 18,097 | +4% | 1 | 1 | 0% | 2,932 | 4,815 | +64% | 0 | 0 | — |
case-12 | fail→pass | 18,908 | 16,514 | -13% | 1 | 1 | 0% | 3,068 | 4,535 | +48% | 0 | 0 | — |
case-13 | fail→pass | 18,110 | 14,816 | -18% | 1 | 1 | 0% | 3,147 | 4,136 | +31% | 0 | 0 | — |
case-14 | fail→pass | 14,233 | 12,856 | -10% | 1 | 1 | 0% | 2,483 | 4,279 | +72% | 0 | 0 | — |
case-15 | fail→pass | 14,410 | 9,352 | -35% | 1 | 1 | 0% | 2,214 | 3,295 | +49% | 0 | 0 | — |
case-16 | fail→pass | 19,699 | 16,003 | -19% | 1 | 1 | 0% | 3,480 | 4,399 | +26% | 0 | 0 | — |
case-17 | pass→pass | 13,892 | 15,087 | +9% | 1 | 1 | 0% | 2,228 | 4,235 | +90% | 0 | 0 | — |
case-18 | pass→pass | 17,930 | 16,019 | -11% | 1 | 1 | 0% | 2,986 | 4,476 | +50% | 0 | 0 | — |
case-19 | fail→pass | 16,744 | 14,940 | -11% | 1 | 1 | 0% | 3,106 | 4,280 | +38% | 0 | 0 | — |
case-20 | pass→pass | 15,533 | 19,465 | +25% | 1 | 1 | 0% | 2,815 | 4,941 | +76% | 0 | 0 | — |
case-21 | fail→pass | 15,733 | 12,808 | -19% | 1 | 1 | 0% | 2,672 | 3,958 | +48% | 0 | 0 | — |
case-22 | fail→pass | 14,474 | 14,085 | -3% | 1 | 1 | 0% | 2,643 | 4,056 | +53% | 0 | 0 | — |
case-23 | pass→pass | 14,106 | 13,531 | -4% | 1 | 1 | 0% | 2,414 | 4,169 | +73% | 0 | 0 | — |
case-24 | pass→pass | 13,068 | 14,354 | +10% | 1 | 1 | 0% | 2,249 | 4,139 | +84% | 0 | 0 | — |
case-25 | pass→pass | 15,006 | 14,066 | -6% | 1 | 1 | 0% | 2,457 | 4,084 | +66% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 25 cases were attempted. The headline lift of +44 percentage points is the difference between those two pass rates over the 25 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.