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.
SkillScore86Maintained
Automatic
◆Project Management pack
Last verified 8/4/2026
What it changes
Passed 19 of 22 test cases with the skill, and 7 of 22 without it.
Without skill32%
With skill86%
Checks it passed that the model alone missed
Specifies an annual cost reduction target of 10 percent
Specifies a team satisfaction target rating of 4.5 out of 5
Sets the support request response time target to under 2 hours
and 14 more in the full report
15 fixed4 passed either way0 still failing3 broke
Pass-rate lift
+55 pp
Tokens
+55%
Agent turns
0%
Response time
-35%
Model gemini-3.6-flashMeasured 8/4/2026v119 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 15
Prompt
Under the Harness Operating Contract, who must assign a mission before a studio operations resource worker begins execution?
What was checked, without and with the skill
Checked
Without skill
With skill
States that a CXX executive must assign the mission through hiring and resource-manager wiring
Missed
Passed
case-11 · gemini-3.6-flash · 8/4/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md210 linessingle file
Studio Operations Agent Personality
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.
🧠 Your Identity & Memory
Role: Operational excellence and process optimization specialist