AutoReviewer AI – Daily Digest for AI Researchers using Runner H
This is a submission for the Runner H "AI Agent Prompting" Challenge
What I Built
AutoReviewer AI is an autonomous agent that acts as a daily research assistant for AI/ML enthusiasts, researchers, and developers. It automates the process of tracking, filtering, summarizing, and categorizing the most recent and relevant content from trusted sources such as arXiv, GitHub Trending, and Medium.
Every day, it delivers a neatly formatted Markdown newsletter highlighting:
- The newest and most impactful AI research papers Trending open-source
tools and repos Interesting articles and use cases in GenAI and ML
GitHub Repo: github.com/rahul-bhave/AutoReviewerAI
Demo
Demo Video:
https://www.youtube.com/watch?v=uslNumzYO7Q&feature=youtu.be
How I Used Runner H
Runner H was instructed to carry out a multi-step autonomous process:
Fetch Content
- RSS feeds from arXiv (cs.LG, cs.AI, cs.CL, stat.ML) GitHub Trending
filtered by ML/AI Medium articles using keywords: “Generative AI”,
“Machine Learning”, “AI use cases”
Filter & Classify
- Only content published or updated within the last 2 days is
considered Items are categorized into: GenAI, ML, NLP, Tools, or
Open-source Projects Every paper or repo is summarized in 2–3 lines
Optionally includes use cases or critiques
Format Output
Uses Markdown to generate a clean, categorized newsletter grouped by
topic Ready to share in email, Slack, blog posts, or personal
reading feeds To record the demo I have used Runner H UI as I
consumed all 10 runs provided with my login for my testing and
recording :), however entire codebase to make this process automate
is available in the GitHub repo shared with this submission.
Use Case & Impact
This project is built for researchers, AI developers, and tech-curious professionals who are overwhelmed by the volume of new content but want to stay ahead of the curve. It turns a noisy landscape into a curated, actionable summary quickly.
Who Benefits
- AI/ML practitioners in academia or industry Founders & product leads
in GenAI Students or job-seekers needing daily awareness of trends
Impact Saves hours of manual scanning and summarizing Ensures you
never miss important releases Gives actionable insights on how new
research can be applied
Social Love
Thanks to Runner H and H Company for creating such a powerful platform — the potential of autonomous AI workflows is just beginning to unfold.
Let me know if you'd like to try AutoReviewer AI in your own workflow!
ai
AI Agent prompting
