Passed 17 of 20 test cases with the skill, and 7 of 20 without it.
Without skill35%
With skill87%
Checks it passed that the model alone missed
Response uses action key `create-issue`.
Response specifies action key `list-jobs`.
Response specifies action key `get-contact`.
and 9 more in the full report
12 fixed8 passed either way3 still failing0 broke
Pass-rate lift
+52 pp
Tokens
+112%
Agent turns
0%
Response time
-57%
Model gemini-3.6-flashMeasured 8/23/2026v120 of 23 cases passed with skill · 20 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 12
Prompt
What global package installation command sets up the command-line tool required to interact with Accelo connections?
What was checked, without and with the skill
Checked
Without skill
With skill
Response includes installation command `npm install -g @membranehq/cli@latest`.
Missed
Passed
case-19 · 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.md365 linessingle file
Accelo
Accelo is a business automation platform designed for service-based businesses. It helps manage clients, projects, sales, and billing in one integrated system. Professional services teams like IT, marketing, and consulting firms use it to streamline operations and improve profitability.