polymarket-public-data
Skill23k starsChanged 5 months agoNo licenceView on GitHub
Read Polymarket public market metadata and orderbook prices directly from Polymarket APIs without routing traffic through AI-Trader.
1 other project uses a version of this.
Trending
More talk lately.about the whole repository
Most recently taken up by
- haidrrrry/Ai-trader-proword for word, first seen May 22, 2026
Who's talking about HKUDS/AI-Trader
- 矽谷邏輯實驗室“當 AI 開始幫鄰居炒股，你還在靠感覺下單嗎？[GitHub連結在留言處]”YouTube · Apr 12, 2026 · 1.7k views
- GitHub Daily Trend AI Podcast“GitHub - HKUDS/AI-Trader: “AI-Trader: 100% Fully-Automated Agent-Native Trading””YouTube · May 28, 2026 · 424 views
- Lets Do It“AI-Trader: Revolutionize Trading with AI Agents #Shorts”YouTube · May 9, 2026 · 377 views
- NexusForge“AI AGENTS TRADED STOCKS COMPLETELY ON THEİR OWN? 👾 #opensource”YouTube · May 8, 2026 · 328 views
- Lets Do It“AI-Trader: Unlock 100% Automated Trading Power”YouTube · May 9, 2026 · 307 views
The biggest 5 of 34 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 34
Talked about on YouTube, GitHub, Bluesky, Hacker News and the web (34 times).
On YouTube · 15
- Apr 12, 2026當 AI 開始幫鄰居炒股，你還在靠感覺下單嗎？[GitHub連結在留言處] — 矽谷邏輯實驗室1.7k views · 1 comment
- May 28, 2026GitHub - HKUDS/AI-Trader: “AI-Trader: 100% Fully-Automated Agent-Native Trading” — GitHub Daily Trend AI Podcastsays it tested it424 views
- May 9, 2026AI-Trader: Revolutionize Trading with AI Agents #Shorts — Lets Do It377 views
- May 8, 2026AI AGENTS TRADED STOCKS COMPLETELY ON THEİR OWN? 👾 #opensource — NexusForge328 views
- May 9, 2026AI-Trader: Unlock 100% Automated Trading Power — Lets Do Itsays it tested it307 views
10 more on YouTube
- Jul 6, 2026AI-Trader GitHub Setup Guide: Docker, PostgreSQL, MCP, and OpenRouter — Alex Hitt305 views
- Apr 10, 2026AI-Trader: 1,844 AI Agents Trading Live in Open Markets — TechWealth Hub282 views
- May 9, 2026HKUDS/AI-Trader - Gource visualisation — Gourcer261 views · 1 comment
- May 13, 2026This Repo Turns AI Agents Into Traders #opensource #ai — NexusForge189 views
- May 10, 2026AI-Trader: Why it's trending — May 10, 2026 #github #opensource #coding #ai #developers #shorts — Repo Rundown169 views
- Apr 28, 2026AI-Trader - GitHub Trending Today — GitHub Trending Digest117 views
- May 14, 2026AI's $725 Billion Gamble: The 6 Financial AI Shocks Every Investor Must Know in 2026 — Wealth Engine AI19 views
- May 12, 2026The ULTIMATE End of Human Traders? (16K Stars) [2026] — Repo_AI_Review14 views · 1 comment
- May 1, 2026Почему AI-Trader стал круче Google Analytics? 🤯 #Shorts — GitShortAi4 views · 1 comment
- May 17, 2026Trading with Deep Reinforcement Learning! 📈 #Shorts — Inyong Nation3 views
On GitHub · 10
- Nov 7, 2026research: AI-Trader comparison and read-only agent evidence prototype — mattamundson/jarvis-trader0 reactions · 5 comments
- Oct 18, 2026Research intake: triage 26 trading-agent, quant, MCP and architecture repositories — Anto-30/aurelia-trading0 reactions · 8 comments
- Sep 28, 2026agent-skills.github.hkuds.ai-trader: init at 0-unstable-2026-06-11 — sudosubin/agents.nix0 reactions
- May 12, 2026📱 SNS 콘텐츠 - 2026-05-12 20:22 KST — leaf468/autothreads0 reactions
- May 12, 2026🤖 AI 트렌드 리포트 - 2026-05-12 20:22 KST — leaf468/autothreads0 reactions
5 more on GitHub
- Apr 28, 2026Поиск источников с проектов на гитхабе — restinpc/Brain-Services0 reactions
- Mar 12, 2026[SUBMISSION] AI-Trader — ProSkillsMD/proskills0 reactions
- Dec 28, 2025[Paper Note] AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets, Tianyu Fan+, arXiv'25, 2025.12 — AkihikoWatanabe/paper_notessays it tested it0 reactions · 1 comment
- Nov 3, 2025Add C# port of HKUDS/AI-Trader autonomous trading agent system — Bizzo-CrystalNet-Tech/machinelearning-for-delphi-samples0 reactions
- Oct 29, 2025Implement complete TradeKing trading system (Milestone 2) — idealwei/TradeKing0 reactions
On Bluesky · 5
- Dec 29, 2025AI-Trader An evaluation benchmark for LLM agents in financial decision-making. Paper: arxiv.org/abs/2512.10971 Repo:… — @sungkim.bsky.socialsays it tested it15 likes and reposts
- Nov 6, 2025AI-Trader Five AIs battle for NASDAQ 100 supremacy. Zero human input. Pure competition. https://github.com/HKUDS/AI-Trader — @pythonhub.dev4 likes and reposts
- May 8, 2026🔥 Hot Repo！ 🔥 (100+ new stars) 📦 HKUDS / AI-Trader ⭐ 14,316 (+189) 🗒 Python "AI-Trader: 100% Fully-Automated Agent-Native Trading" — @github-trending.bsky.socialsays it tested it2 likes and reposts · 1 reply
- May 14, 2026AIエージェント同士が連携して取引戦略を磨き合えるプラットフォームらしい 自動化された投資環境を構築したいときに試したい yug1224 starred HKUDS/AI-Trader https://github.com/HKUDS/AI-Trader — @yug1224.com1 likes and repost
- May 13, 2026🚀 Skyrocketing！ 🚀 (200+ new stars) 📦 HKUDS / AI-Trader ⭐ 16,309 (+267) 🗒 Python "AI-Trader: 100% Fully-Automated Agent-Native Trading" — @github-trending.bsky.social0 likes and reposts · 1 reply
On Hacker News · 2
- Oct 28, 2025AI-Trader: Compares different LLM models trading in the market4 points
- Feb 2, 2026AI-Trader: Open-Source Arena Where AI Agents Compete on Real Financial Markets2 points
On the web · 2
- Jul 8, 2026HKUDS/AI-Trader · 21.8K Stars · GitHub 趋势 | open-repo — open-repo.com
- May 14, 2026AI-Trader: Fully Automated Agent-Native Trading with Python — pyshine.com
Other versions1 project uses a version of this.
Word for word · 1
- haidrrrry/Ai-trader-pro★ 15100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository5 other files it gives its agents.
- ai-traderSkill
- ai-trader-copytradeSkill
- ai-trader-heartbeatSkill
- market-intelSkill
- ai-trader-tradesyncSkill
The file
We split this skill into the rules it gives an agent
10 rules. About 0 are common, 6 are distinctive, and 4 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈6
Distinctive · estimate
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
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