From ae36d51b5d22b9dd89847d24c2d557846970bfc6 Mon Sep 17 00:00:00 2001 From: "claude[bot]" <209825114+claude[bot]@users.noreply.github.com> Date: Sat, 16 Aug 2025 02:31:13 +0000 Subject: [PATCH] docs: add background section to README with AI GitHub Actions overview - Added comprehensive background section explaining AI GitHub Actions concept - Included key benefits, architecture overview, and cost considerations - Added prerequisites and important warnings about monitoring usage - Enhanced context from ai4curation documentation as requested in issue #1 Co-authored-by: Chris Mungall --- README.md | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) diff --git a/README.md b/README.md index 7819db4..47bf6d0 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,32 @@ This template uses the code-scaffolding tool [copier](https://copier.readthedocs.io/) to automatically set up AI-powered GitHub Actions in any existing repository. +## Background + +**AI GitHub Actions** enable autonomous AI agents to respond to GitHub events like issue creation, pull requests, and comments. These agents can understand natural language requests and perform tasks like code reviews, documentation updates, and issue management automatically. + +### Key Benefits +- **Autonomous Response**: AI agents automatically respond to GitHub issues and PRs +- **Natural Language Interface**: Communicate with your repository using plain English +- **Cost-Effective Automation**: Reduce manual maintenance while keeping humans in control +- **Flexible Configuration**: Customize agent behavior through configuration files + +### Architecture +The system works by: +1. **GitHub Actions Workflow**: Triggers on repository events (issues, PRs, comments) +2. **AI Agent Integration**: Connects to AI providers (Anthropic Claude, OpenAI) via API +3. **Configuration-Driven**: Uses `.config/goose/config.yaml` and `.goosehints` files to define behavior +4. **Repository Integration**: AI agents can read, analyze, and modify repository content + +### Important Considerations +⚠️ **Cost Warning**: Agentic AI usage can be costly. Carefully evaluate and monitor AI agent interactions to manage expenses. + +### Prerequisites +- GitHub repository with Actions enabled +- API access to AI providers (Anthropic, OpenAI) +- Basic understanding of GitHub Actions +- Optional: LiteLLM proxy for advanced API management + ## What it does - **AI Issue Management**: Automatically responds to GitHub issues using AI agents