Passed 13 of 17 test cases with the skill, and 4 of 17 without it.
Without skill21%
With skill75%
Checks it passed that the model alone missed
Requires running until stale article count reaches zero.
Includes the flag --commit-every 50 in the dispatch command.
Prohibits writing budget deferral notes into session memory.
and 15 more in the full report
14 fixed4 passed either way5 still failing1 broke
Pass-rate lift
+54 pp
Tokens
+48%
Agent turns
0%
Response time
-24%
Model gemini-3.6-flashMeasured 9/24/2026v318 of 24 cases passed with skill · 17 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
We are configuring a 200-round batch dispatch execution for multi-language article translation using babel-dispatch.py. We want to ensure progress is regularly committed to git during the long run. Provide the dispatch command line flags for commit intervals.
What was checked, without and with the skill
Checked
Without skill
With skill
Includes the flag --commit-every 50 in the dispatch command.
Missed
Passed
case-08 · gemini-3.6-flash · 9/24/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.