🌳 AutoPR 🌳

AutoPR autonomously wrote pull requests in response to issues. Built with [Guardrails](https://github.com/guardrails-ai/guardrails).

## What is this? A vision of user experience I had in March of 2023, back when OpenAI had just launched its first "ChatGPT API". As far as I am aware, AutoPR was the first bot to autonomously generate pull requests in response to issues. Like most demos back in the day, it worked about 20% of the time. What inspired the initial weekend coding sprint was [Guardrails](https://github.com/guardrails-ai/guardrails), who were prompting LLMs to generate structured data with JSON Schemas, and reasking it when it did not adhere. This was a time before grammar-powered structured data generation. Enjoy this brief glimpse into the past. 🜂 ## 💪 How did it work? Triggered by adding a label containing `AutoPR` to an issue, AutoPR would: 1. Plan a fix 2. Write the code 3. Push a branch 4. Open a pull request ## 💎 Examples Well-written issues often lead to better results. - [Create a dice rolling bot](https://github.com/irgolic/AutoPR-template/pull/21) - [Create a 'Tech Jargon Generator'](https://github.com/irgolic/AutoPR-template/pull/13) - [Create a user-friendly weather app](https://github.com/irgolic/AutoPR-template/pull/15) - [Write three programming interview challenges](https://github.com/irgolic/AutoPR-template/pull/11) - [Replace `GPT2FastTokenizer` with `tiktoken`](https://github.com/irgolic/AutoPR/pull/44) ## 🤞 Limitations This GitHub Action was **in development**, and in **alpha release**. It still: - [Incorrectly referenced](https://github.com/irgolic/AutoPR-template/pull/19/files#diff-830c8547feabc5e216043b6af2f7784ee819537d88219e607543a899db1853c0R17) code in other files - [Duplicated lines](https://github.com/irgolic/AutoPR/pull/44/files#diff-8427d3dc331c8d06d0eca82385f08cb9878240db18a867f463ae90afab6ded43R135) - Called [functions that don't exist](https://github.com/irgolic/AutoPR-template/pull/9/files#diff-01de17011a56527deac53327fec7f83279509157a1e806a2cec5c2215a953e97R63) - Only worked on GitHub (see [#46](https://github.com/irgolic/AutoPR/issues/46)) ## 🔨 Usage Please see [USAGE.md](USAGE.md) for more information. ## 📝 Contributing Please see [CONTRIBUTING.md](CONTRIBUTING.md) for more information.