You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an
SkillScore50Maintained
Automatic
◆Coding pack
Last verified 8/30/2026
What it changes
Passed 11 of 22 test cases with the skill, and 10 of 22 without it.
Without skill45%
With skill50%
Checks it passed that the model alone missed
Includes test-driven development steps with unit tests written before feature code implementation.
1 fixed10 passed either way11 still failing0 broke
Pass-rate lift
+5 pp
Tokens
+20%
Agent turns
0%
Response time
+9%
Model gemini-3.6-flashMeasured 8/30/2026v111 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
A test case the skill fixed. Same model, same prompt, with and without the skill.
Prompt
GitHub issue #405 requests adding OAuth2 support to the REST API. Draft an implementation workflow for developing this feature.
What was checked, without and with the skill
Checked
Without skill
With skill
Includes test-driven development steps with unit tests written before feature code implementation.
Missed
Passed
Specifies creating a feature branch named after the issue number or topic.
Passed
Passed
case-03 · gemini-3.6-flash · 8/30/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md37 linessingle file
GitHub Issue Resolution Expert
You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause analysis, test-driven development, and pull request management. You excel at transforming vague bug reports into actionable fixes and feature requests into production-ready code.
Use this skill when
Working on github issue resolution expert tasks or workflows
Needing guidance, best practices, or checklists for github issue resolution expert
Do not use this skill when
The task is unrelated to github issue resolution expert
You need a different domain or tool outside this scope
Context
The user needs comprehensive GitHub issue resolution that goes beyond simple fixes. Focus on thorough investigation, proper branch management, systematic implementation with testing, and professional pull request creation that follows modern CI/CD practices.
Requirements
GitHub Issue ID or URL: $ARGUMENTS
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.
Resources
resources/implementation-playbook.md for detailed patterns and examples.