Passed 14 of 18 test cases with the skill, and 6 of 18 without it.
Without skill32%
With skill77%
Checks it passed that the model alone missed
Outputs assistant conversations list
Mentions the supported values md and json for the --format flag
Ensures the new title in the rename command is under 60 characters long
and 7 more in the full report
10 fixed7 passed either way5 still failing0 broke
Pass-rate lift
+45 pp
Tokens
-54%
Agent turns
0%
Response time
-58%
Model gemini-3.6-flashMeasured 8/3/2026v217 of 22 cases passed with skill · 18 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 10
Prompt
The current chat thread title is 'New Chat'. We have spent the last hour debugging Redis connection timeouts. Generate the assistant CLI command to update this title appropriately.
What was checked, without and with the skill
Checked
Without skill
With skill
Uses the assistant conversations rename command with a descriptive title under 60 characters
Missed
Passed
case-05 · gemini-3.6-flash · 8/3/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md31 linessingle file
Tools for managing conversation threads via the assistant conversations CLI.
Renaming
Rename the current conversation thread when:
The topic has shifted significantly from the original title
The auto-generated title is generic or unhelpful
The user explicitly asks to rename the thread
Keep titles concise (under 60 characters) and descriptive of the current topic.