GitHub Repo Digest is a Chrome Extension (Manifest V3) that analyzes any GitHub repository using an agentic loop powered by OpenAI's gpt-4o-mini and the live GitHub REST API. You open any repo, click the extension icon, and an LLM-driven agent decides on its own which tools to call, watches the results, and produces a verdict: USE IT, USE WITH...

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Introduction of GitHub Repo Digest — An Agentic Chrome Extension Powered By AI

GitHub Repo Digest is a Chrome Extension (Manifest V3) that analyzes any GitHub repository using an agentic loop powered by OpenAI's gpt-4o-mini and the live GitHub REST API. You open any repo, click the extension icon, and an LLM-driven agent decides on its own which tools to call, watches the results, and produces a verdict: USE IT, USE WITH CAVEATS, or AVOID. Built as the Session 3 assignment for The School of AI's EAG V3 course. How it satisfies the assignment - Agentic: the LLM picks the next tool; no hardcoded order - Multi-turn loop: 3–6 LLM calls per analysis - Full history carried forward on every LLM call - 4 custom tools hitting live GitHub data: fetch_readme, fetch_commit_activity, fetch_issues_health, fetch_contributors - Reasoning chain rendered live in the popup — every LLM decision, tool call, and tool result visible as a collapsible card - Shipped as a Chrome Manifest V3 extension, loadable via "Load unpacked" What's in the video 00:00 The problem — is this repo worth using? 00:30 Loading the extension via chrome://extensions 01:00 Setting the OpenAI API key in Options 01:30 Analyzing an active repo (microsoft/autogen) 02:30 Watching the reasoning chain stream in 03:30 Analyzing an abandoned repo (substack/node-optimist) 04:30 Final verdict comparison 05:00 Code walkthrough — agent.js and the tool loop Tech stack - Manifest V3 Chrome Extension - OpenAI Chat Completions (gpt-4o-mini) with response_format: json_object - GitHub REST API v3, unauthenticated - Vanilla JS / HTML / CSS — no bundler, no npm Source code Install it yourself 1. Clone the repo 2. Grab a key at 3. chrome://extensions → Developer mode → Load unpacked → pick the folder 4. Click the icon → gear → paste the key → Save 5. Visit any GitHub repo and click Analyze Notes - Your API key stays in chrome.storage.local on your own device - GitHub unauthenticated API allows 60 requests/hour/IP — plenty for a demo

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GitHub Repo Digest — An Agentic Chrome Extension Powered by AI
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GitHub Repo Digest — An Agentic Chrome Extension Powered by AI

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GitHub Repo Digest is a Chrome Extension (Manifest V3) that analyzes any GitHub repository using an agentic loop powered by OpenAI's gpt-4o-mini and the live GitHub REST API. You open any repo, click the extension icon, and an LLM-driven agent decides on its own which tools to call, watches the results, and produces a verdict: USE IT, USE WITH CAVEATS, or AVOID. Built as the Session 3 assignment for The School of AI's EAG V3 course. How it satisfies the assignment - Agentic: the LLM picks the next tool; no hardcoded order - Multi-turn loop: 3–6 LLM calls per analysis - Full history carried forward on every LLM call - 4 custom tools hitting live GitHub data: fetch_readme, fetch_commit_activity, fetch_issues_health, fetch_contributors - Reasoning chain rendered live in the popup — every LLM decision, tool call, and tool result visible as a collapsible card - Shipped as a Chrome Manifest V3 extension, loadable via "Load unpacked" What's in the video 00:00 The problem — is this repo worth using? 00:30 Loading the extension via chrome://extensions 01:00 Setting the OpenAI API key in Options 01:30 Analyzing an active repo (microsoft/autogen) 02:30 Watching the reasoning chain stream in 03:30 Analyzing an abandoned repo (substack/node-optimist) 04:30 Final verdict comparison 05:00 Code walkthrough — agent.js and the tool loop Tech stack - Manifest V3 Chrome Extension - OpenAI Chat Completions (gpt-4o-mini) with response_format: json_object - GitHub REST API v3, unauthenticated - Vanilla JS / HTML / CSS — no bundler, no npm Source code Install it yourself 1. Clone the repo 2. Grab a key at 3. chrome://extensions → Developer mode → Load unpacked → pick the folder 4. Click the icon → gear → paste the key → Save 5. Visit any GitHub repo and click Analyze Notes - Your API key stays in chrome.storage.local on your own device - GitHub unauthenticated API allows 60 requests/hour/IP — plenty for a demo

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Last Updated: May 24, 2026

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