explain_my_repo
Understand any GitHub repo in under a minute.
Created on 3rd January 2026
•
explain_my_repo
Understand any GitHub repo in under a minute.
The problem explain_my_repo solves
Recruiters and non-technical reviewers often struggle to understand GitHub repositories quickly. Opening a repo usually means scanning unfamiliar folder structures, configuration files, and long READMEs, which is time-consuming and error-prone. As a result, good projects can be misunderstood or overlooked simply because their intent and tech stack are not immediately clear.
Explain My Code for Recruiters solves this by turning a GitHub repository into a clear, recruiter-friendly explanation. By pasting a public GitHub link, users instantly get a structured summary of what the project does, what technologies it uses, and how it is architected — all in simple, non-technical language.
This makes it easier to:
-
Review candidate projects faster
-
Understand unfamiliar tech stacks
-
Prepare interview discussions
-
Add clear project descriptions to CVs or portfolios
Challenges I ran into
One major challenge was working with rapidly changing Gemini APIs and model availability. Some models were deprecated, others had region-based restrictions, and certain models hit quota limits unexpectedly. This caused multiple errors like invalid model names and exhausted token limits during development.
I solved this by:
- Switching to the latest supported google-genai SDK
- Dynamically listing available models instead of hardcoding assumptions
- Choosing stable, quota-friendly models (gemini-pro-latest) for reliability
- Adding fallbacks and clear error handling when API limits are hit
Another challenge was extracting meaningful information from diverse repositories without deep static code analysis. I addressed this by focusing on high-signal files like READMEs, dependency files, and folder structure, and by carefully constraining the LLM prompt to avoid hallucinations.
Tracks Applied (2)
AI TRACK
CodeCrafters
Open Innovation
Lovable
Cheer Project
Cheering for a project means supporting a project you like with as little as 0.0025 ETH. Right now, you can Cheer using ETH on Arbitrum, Optimism and Base.