REPOGEO REPORT · LITE
open-thought/reasoning-gym
Default branch main · commit 49b07130 · scanned 5/23/2026, 8:06:58 AM
GitHub: 1,427 stars · 120 forks
Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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 open-thought/reasoning-gym, 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
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Clarify README's opening to emphasize LLM reasoning
Why:
CURRENT**Reasoning Gym** is a community-created Python library of procedural dataset generators and algorithmically verifiable reasoning environments for training reasoning models with reinforcement learning (RL).
COPY-PASTE FIX**Reasoning Gym** is a community-created Python library of procedural dataset generators and algorithmically verifiable reasoning environments for training **Large Language Models (LLMs)** and other reasoning models with reinforcement learning (RL).
- hightopics#2Expand repository topics with more specific keywords
Why:
CURRENTgym, large-language-models, reinforcement-learning
COPY-PASTE FIXgym, large-language-models, reinforcement-learning, llm-reasoning, procedural-generation, verifiable-rewards, ai-benchmarking, reasoning-tasks, neurips
- mediumhomepage#3Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIXhttps://arxiv.org/abs/2505.24760
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.
- DeepMind Lab · recommended 1×
- AI2-THOR · recommended 1×
- Procgen Benchmark · recommended 1×
- Gymnasium · recommended 1×
- MiniGrid · recommended 1×
- CATEGORY QUERYHow can I generate diverse, verifiable reasoning environments for training reinforcement learning agents?you: not recommendedAI recommended (in order):
- DeepMind Lab
- AI2-THOR
- Procgen Benchmark
- Gymnasium
- MiniGrid
- Unity ML-Agents
- PyBullet
AI recommended 7 alternatives but never named open-thought/reasoning-gym. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat tools provide procedurally generated reasoning tasks for large language model reinforcement learning?you: not recommendedAI recommended (in order):
- BabyAI (mila-iqia/babyai)
- MiniGrid (Farama-Foundation/MiniGrid)
- ALFWorld (askforalfred/ALFWorld)
- Crafter (danijar/crafter)
- Procgen Benchmark (openai/procgen)
- Gym-MiniWoB (openai/gym-miniwob)
- TextWorld (microsoft/TextWorld)
AI recommended 7 alternatives but never named open-thought/reasoning-gym. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
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 open-thought/reasoning-gym?passAI named open-thought/reasoning-gym explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts open-thought/reasoning-gym in production, what risks or prerequisites should they evaluate first?passAI named open-thought/reasoning-gym 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 open-thought/reasoning-gym solve, and who is the primary audience?passAI named open-thought/reasoning-gym 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 open-thought/reasoning-gym. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
Live preview[](https://repogeo.com/en/r/open-thought/reasoning-gym)<a href="https://repogeo.com/en/r/open-thought/reasoning-gym"><img src="https://repogeo.com/badge/open-thought/reasoning-gym.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
open-thought/reasoning-gym — 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