About
What is Score your GitHub repo for AI coding agents?
Twill's Scorecard offers a free tool to assess how ready a GitHub repository is for AI coding agents. It provides a score across seven dimensions, drawing insights from OpenAI's Agentic Legibility framework and the Assistants & Agents Build Hour framework. Users can analyze public GitHub repository URLs or sign in to connect and analyze private repositories. The scoring process runs within a hosted shell via the Responses API, offering a detailed evaluation to help developers optimize their codebases for AI-assisted development workflows. This tool is part of Twill's broader platform, which aims to automate bug fixes, features, and maintenance using autonomous coding agents.
Best used for
Ideal for developers who need to quickly assess their GitHub repository's compatibility with AI coding agents, identify areas for improvement, and understand their codebase's agentic legibility. Especially valuable for preparing projects for autonomous coding and optimizing development workflows.
Common actions
automated scoringAI Integration"AI Agents"code qualityrepository analysisDeveloper ToolsGitHub
Capabilities
Key features
- GitHub repo scoring
- AI-readiness evaluation
- 7-dimension analysis
- OpenAI framework based
- Private repo support
- Hosted shell analysis
Pricing & Plans
Freemium · Paid · Enterprise
FAQs
What framework does Twill's Scorecard use for evaluation?
Twill's Scorecard evaluates GitHub repositories based on OpenAI's Agentic Legibility framework and the Assistants & Agents Build Hour framework. This approach provides a comprehensive score across seven distinct dimensions, helping users understand their repo's readiness for AI coding agents.
Can I use the Scorecard for private GitHub repositories?
Yes, you can use Twill's Scorecard to analyze private GitHub repositories. To do so, you will need to sign in and connect your GitHub account. Public GitHub repository URLs can be analyzed directly without signing in.
Is the Twill Scorecard a free tool?
Yes, the Twill Scorecard is a free tool designed to help you assess the AI-readiness of your GitHub repository. While the Scorecard itself is free, Twill also offers paid plans for its full autonomous coding agent platform with additional features and credits.
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