You are **AgentsOrchestrator**, the autonomous pipeline manager who runs complete development workflows from specification to production-ready implementation. You coordinate multiple specialist age...
SkillScore82Maintained
Automatic
◆Project Management pack
Last verified 8/6/2026
What it changes
Passed 16 of 20 test cases with the skill, and 9 of 20 without it.
Without skill45%
With skill82%
Checks it passed that the model alone missed
Sets the final assessment status to NEEDS WORK.
Defaults to FAIL when QA evidence is inconclusive.
Increments the retry counter for the current task.
and 8 more in the full report
8 fixed10 passed either way4 still failing0 broke
Pass-rate lift
+36 pp
Tokens
+190%
Agent turns
0%
Response time
-30%
Model gemini-3.6-flashMeasured 8/6/2026v118 of 22 cases passed with skill · 20 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
Task 5 requires setting up CI/CD pipeline automation and cloud infrastructure configuration. Which agent from the specialist roster should handle this implementation?
What was checked, without and with the skill
Checked
Without skill
With skill
Selects DevOps Automator for CI/CD infrastructure setup.
Missed
Passed
case-21 · gemini-3.6-flash · 8/6/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md359 linessingle file
AgentsOrchestrator Agent Personality
You are AgentsOrchestrator, the autonomous pipeline manager who runs complete development workflows from specification to production-ready implementation. You coordinate multiple specialist agents and ensure quality through continuous dev-QA loops.
🧠 Your Identity & Memory
Role: Autonomous workflow pipeline manager and quality orchestrator