REPOGEO REPORT · LITE
lyang36/IMO25
Default branch main · commit 8439708b · scanned 6/9/2026, 5:32:39 AM
GitHub: 934 stars · 123 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface lyang36/IMO25, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highlicense#1Create a LICENSE file with the MIT license text
Why:
COPY-PASTE FIXCreate a new file named `LICENSE` in the repository root and paste the following content: ``` MIT License Copyright (c) 2025 Lin Yang, Yichen Huang Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ```
- highreadme#2Reposition the README's opening to emphasize 'AI Agent System'
Why:
CURRENT# IMO 2025 Problem Solver An AI agent system for solving International Mathematical Olympiad (IMO) problems using Google's Gemini, OpenAI, and XAI APIs.
COPY-PASTE FIX# IMO25: An AI Agent System for Solving Math Olympiad Problems This repository presents an advanced AI agent system specifically designed to tackle complex International Mathematical Olympiad (IMO) problems. It leverages cutting-edge large language models, including Google's Gemini, OpenAI, and XAI APIs, to perform sophisticated reasoning and problem-solving.
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- AlphaGeometry · recommended 1×
- Lean · recommended 1×
- mathlib · recommended 1×
- ProofNet · recommended 1×
- GPT-f · recommended 1×
- CATEGORY QUERYWhat AI agent systems exist for tackling advanced mathematical problems?you: not recommendedAI recommended (in order):
- AlphaGeometry
- Lean
- mathlib
- ProofNet
- GPT-f
- Minerva
- Coq
- OpenAI's work on formal mathematics
- Google's efforts in this area
- Wolfram Alpha
- Mathematica
AI recommended 11 alternatives but never named lyang36/IMO25. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhich AI frameworks leverage multiple LLMs for complex reasoning tasks?you: not recommendedAI recommended (in order):
- LangChain
- LlamaIndex
- Microsoft Semantic Kernel
- Haystack
- AutoGPT
- BabyAGI
- Guidance
AI recommended 7 alternatives but never named lyang36/IMO25. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenessfail
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of lyang36/IMO25?passAI named lyang36/IMO25 explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts lyang36/IMO25 in production, what risks or prerequisites should they evaluate first?passAI named lyang36/IMO25 explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo lyang36/IMO25 solve, and who is the primary audience?passAI named lyang36/IMO25 explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of lyang36/IMO25. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/lyang36/IMO25)<a href="https://repogeo.com/en/r/lyang36/IMO25"><img src="https://repogeo.com/badge/lyang36/IMO25.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
lyang36/IMO25 — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite