Processes and guardrails for recruiting, scheduling, consent, and incentive fulfillment.
SkillScore95Maintained
Automatic
◆Research pack
Last verified 8/23/2026
What it changes
Passed 21 of 22 test cases with the skill, and 15 of 22 without it.
Without skill68%
With skill95%
Checks it passed that the model alone missed
Maintain standardized template consent agreements
Intake must specify participant recruitment source
Include backup participants in scheduling logistics
and 4 more in the full report
7 fixed14 passed either way0 still failing1 broke
Pass-rate lift
+27 pp
Tokens
-5%
Agent turns
0%
Response time
-9%
Model gemini-3.6-flashMeasured 8/23/2026v121 of 22 cases passed with skill
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
We are dispatching a large-scale quantitative questionnaire to 5,000 panel members. Which quantitative execution skill pairs with participant operations to manage automated survey distribution?
What was checked, without and with the skill
Checked
Without skill
With skill
Recommend launch-quantitative-survey for survey dispatch logistics
Missed
Passed
case-07 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md25 linessingle file
Participant Operations Hub Skill
When to Use
Running qualitative or quantitative studies that require participant coordination.
Ensuring compliance with privacy, NDAs, and incentive tax regulations.
Centralizing communications with participants across multiple projects.