The ticket-to-PR-ready loop
A bounded engineering workflow that turns a ticket, failing behavior, or customer complaint into a proven root cause, minimal patch, and reviewer-ready handoff.
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intermediate
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Kickoff Prompt
Copy this prompt and run it with your agent to start the loop.
Take a ticket, bug report, failing behavior, or customer complaint and turn it into a review-ready patch. Reproduce the failure in the smallest representative environment, prove the root cause, make the smallest credible fix, and rerun the original reproduction plus relevant regression tests. If the issue cannot be reproduced after two serious attempts, say so. Do not fold unrelated refactors into the patch. Finish with the cause, changed files, before-and-after proof, risks, and pull-request summary.TEAR & SHARE
2-3hrs/WK
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Tags
agent:claude-code
tag:engineering
hiten-shah
ai-coding-agent
ticket-to-pull-request
bug-reproduction
root-cause-analysis
review-ready-patch
forward-future
loop
