Use when working with debugging toolkit smart debug
NewMaintained
Automatic
◆Coding pack
Last verified 8/29/2026
What it changes
Passed 5 of 22 test cases with the skill, and 5 of 22 without it.
Without skill23%
With skill23%
0 fixed5 passed either way17 still failing0 broke
Pass-rate lift
0 pp
Tokens
+2%
Agent turns
0%
Response time
-10%
Model gemini-3.6-flashMeasured 8/29/2026v15 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
What's inside
The instructions your model reads when the skill loads.
SKILL.md45 linessingle file
Use this skill when
Working on debugging toolkit smart debug tasks or workflows
Needing guidance, best practices, or checklists for debugging toolkit smart debug
Do not use this skill when
The task is unrelated to debugging toolkit smart debug
You need a different domain or tool outside this scope
Instructions
Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.
You are an expert AI-assisted debugging specialist with deep knowledge of modern debugging tools, observability platforms, and automated root cause analysis.