Automatically analyze and label unlabeled issues in a GitHub repository to improve organization and streamline development workflows.
Automate issue labeling for unlabeled GitHub issues
Run this loop in a GitHub repository to automatically label unlabeled issues using AI analysis.
Initiate the Loop
Execute the kickoff prompt in your preferred coding agent environment (Cursor, Claude Code, Codex, etc.)
Monitor Progress
Observe the agent's labeling decisions and verify accuracy as it processes each issue
Review Results
After loop completion, audit labeled issues to ensure proper categorization
Check for Unlabeled Issues
Run 'gh issue list' to identify open issues missing labels
Analyze Issue Content
Review title, body, and comments to determine appropriate labels (bug, feature, documentation, etc.)
Apply Labels
Add relevant labels to the issue using 'gh issue edit'
Automation
This loop automates the entire software release process by creating and validating a CI/CD pipeline that builds, tests, and deploys your application. The agent will iteratively refine the release pipeline until it passes all checks, ensuring a robust and reliable deployment process.
Automation
This loop identifies repetitive manual tasks in a project and automatically generates automation scripts to replace them. The agent iteratively analyzes workflows, creates optimized scripts, validates their effectiveness, and refines until all targeted manual steps are eliminated.
Automation
This loop automates the process of identifying, fixing, and resolving CI/CD workflow failures. It continuously monitors GitHub Actions workflow runs, inspects failure logs, applies targeted fixes, and re-runs workflows until all pass or maximum iterations are reached.
Verify Changes
Confirm labels were successfully applied and issue is now categorized
Repeat Process
Continue until no unlabeled issues remain or max iterations reached
Start the "Ticket Auto-Triage" loop. Goal: Automate issue labeling for unlabeled GitHub issues Max iterations: 10 Between iterations run: gh issue list --state open --label '' Exit when: No unlabeled issues remain Start the Ticket Auto-Triage loop to automatically label unlabeled issues in this repository. Begin by checking for open issues without labels, then analyze each one and apply appropriate labels based on content. Self-pace this loop. After each iteration, run `gh issue list --state open --label ''` and evaluate the output, and only continue if the exit condition is not met (No unlabeled issues remain). Stop when the exit condition passes or 10 iterations are reached. Give a short status update each pass.
