SuperAPI AI Directory

AI coding

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AutoPR

AI coding

AutoPR is an experimental automation tool based on GitHub that can autonomously generate pull requests based on issues. When a label containing AutoPR is added to an issue, the tool is triggered and attempts to automatically open a pull request in response to the requirements in the issue. It uses Guardrails to guide large language models in generating structured data that conforms to a JSON Schema, and re-requests when it does not conform. AutoPR is considered the first robot to autonomously generate pull requests, but according to the author, its success rate is about 20%, and there are several known limitations, such as possibly referencing incorrect code in other files, producing duplicate lines, calling non-existent functions, and only supporting the GitHub platform.

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