--- title: An End-to-End Guide to Beautifying Your Open-Source Repo... description: OSA (Open Source Advisor) is an open-source Python tool that uses LLM-powered multi-agent workflows to automatically improve open-source repositories. It... canonical: https://daily.dev/posts/an-end-to-end-guide-to-beautifying-your-open-source-repo-with-agentic-ai-1v68gpdfz twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: An End-to-End Guide to Beautifying Your Open-Source Repo with Agentic AI | daily.dev og:description: OSA (Open Source Advisor) is an open-source Python tool that uses LLM-powered multi-agent workflows to automatically improve open-source repositories. It... og:url: https://daily.dev/posts/an-end-to-end-guide-to-beautifying-your-open-source-repo-with-agentic-ai-1v68gpdfz og:image: https://api.daily.dev/og/posts/1v68gpDFZ.png og:image:alt: An End-to-End Guide to Beautifying Your Open-Source Repo with Agentic AI og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # An End-to-End Guide to Beautifying Your Open-Source Repo with Agentic AI **[Towards Data Science](https://daily.dev/sources/tds)** · 16 min read · 2 upvotes · 0 comments ## Summary OSA (Open Source Advisor) is an open-source Python tool that uses LLM-powered multi-agent workflows to automatically improve open-source repositories. It generates README files (including article-style READMEs for scientific repos), adds docstrings and MkDocs-based documentation, sets up CI/CD workflows for GitHub and GitLab, and creates contribution guidelines. Users can run it via CLI or a web GUI, choosing from basic, auto, or advanced modes. The tool supports OpenAI, OpenRouter, and local models like Ollama. A real-world example shows a repository's OpenSSF Scorecard rising from 2.2 to 3.7 after OSA processing. Future plans include RAG-based comparison against best-practice repositories and multi-language support. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [What Agentic AI Asks of Open Source Strategy: A New Layer for OSPOs](https://daily.dev/posts/what-agentic-ai-asks-of-open-source-strategy-a-new-layer-for-ospos-ysrkkke8z) · Linux Foundation · 1 upvotes · 1 comments - [Open Code Review: free, self-hosted AI code review agent](https://daily.dev/posts/open-code-review-free-self-hosted-ai-code-review-agent-5pu5mxvci) · FireUp · 0 upvotes · 0 comments - [Introducing the OSSCAR Index](https://daily.dev/posts/introducing-the-osscar-index-jofl1vwi9) · Supabase · 63 upvotes · 2 comments - [The Rise of Open-Source Personal AI Agents: A New OS Paradigm](https://daily.dev/posts/the-rise-of-open-source-personal-ai-agents-a-new-os-paradigm-ynboe5ijh) · SitePoint · 1 upvotes · 0 comments --- Tags: [#python](https://daily.dev/tags/python), [#open-source](https://daily.dev/tags/open-source), [#cicd](https://daily.dev/tags/cicd), [#agentic-ai](https://daily.dev/tags/agentic-ai) [View this post on daily.dev](https://daily.dev/posts/an-end-to-end-guide-to-beautifying-your-open-source-repo-with-agentic-ai-1v68gpdfz) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"An End-to-End Guide to Beautifying Your Open-Source Repo with Agentic AI","url":"https://daily.dev/posts/an-end-to-end-guide-to-beautifying-your-open-source-repo-with-agentic-ai-1v68gpdfz","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/an-end-to-end-guide-to-beautifying-your-open-source-repo-with-agentic-ai-1v68gpdfz"},"datePublished":"2026-02-20T13:59:27.155Z","dateModified":"2026-02-20T15:04:54.516Z","description":"OSA (Open Source Advisor) is an open-source Python tool that uses LLM-powered multi-agent workflows to automatically improve open-source repositories. 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