Central Gestun

Jasa Gestun “ Central Gestun Kemayoran”

[Central Gestun @centralgestun]

@Primee32 Need prd or skill to generate for script to storyboard

[Amto @XAMTO_AI]

给开发者整理了一波开源免费的工具清单，都是能直接上手用的：

1️⃣ 开源智能体开发，一个窗口全搞定，不用来回切。搞agent的可以先拿它练手。
🔗 https://t.co/vPOj8nQmiT
2️⃣ 域名权重免费追踪，做站和SEO的都懂这玩意多重要，关键是不收钱。
🔗 https://t.co/RgPRYLoir1
3️⃣ Vercel出品的AI智能体开源框架，稳定性和生态这块基本不用操心。
🔗 https://t.co/W2ZjYhiq6c

4️⃣ 158个设计实验项目，没灵感的时候翻翻，比干坐着强。
🔗 https://t.co/sD9JWH2qg0
5️⃣ 免费设计灵感库，前端和独立开发者存着，做界面少纠结。
🔗 https://t.co/9LY3QfjOEE

工具不在多，在真去用。

[Central Gestun @centralgestun]

@percept_labs this api is free ?

[Central Gestun @centralgestun]

@KoroushAK big thanks for learning

[Central Gestun @centralgestun]

@dntyk hahahah

[Rashik | RTC @RashikTrades]

This is a fully automated system that I personally developed, designed with advanced automation, smart alerts, and powerful trading features. You can receive C2 Closure alerts based on different conditions. For example, when price taps any type of FVG or specific swing points, you can get a confirmed C2 Closure alert from that zone. If you prefer, you can also enable alerts for every C2 Closure without any additional conditions. Along with this, the system includes many more advanced and fully customizable features that help improve your execution, precision, and automation.

Just search “Rashik Trades” on Google and you will easily find all our information, YouTube channel, and every official social media platform with full updates in one place.

We also provide a free guided masterclass on YouTube where you can learn all the features in detail and understand how the system works in real trading. For more details, visit our website: https://t.co/PPo05ZaZqg

[Central Gestun @centralgestun]

@leopardracer learn me POV your system

[Central Gestun @centralgestun]

@monokern teach me prof of concept

[Central Gestun @centralgestun]

@JulianGoldieSEO yes

[Central Gestun @centralgestun]

@TapeSurfApp no api serivice sir

[Central Gestun @centralgestun]

@dntyk saya coba kok tidak bisa ya

[Central Gestun @centralgestun]

@cyrilXBT teach me to make it, this is what I'm looking for combining the AMT trading concept with AI

[Central Gestun @centralgestun]

@TraderDiegoX @tradingview indicator

[Alter Ego @AlterEgo_eth]

Here are the 10 Best GitHub Weather Bots for Polymarket Right Now (Beginner to Advanced)

I went through dozens of repositories and filtered out the ones that are actually usable in 2026

From simple ready-to-run setups to serious multi-model ensembles with Kelly sizing and live execution - here’s what’s worth your time

> Beginner-friendly / quick start

1. MoonsatProtocol/Polymarket-Weather-Bot: TypeScript, Kelly Criterion sizing, scans NWS forecasts, finds mispriced temperature markets, simulation mode + JSON logs. Has a paid advanced version

Repo: https://t.co/L5F619OVow

2. MusicBoiyzzz/Polymarket-Weather-Bot: same Kelly + NWS stack, focus on easy setup, ships with a ready-to-run .zip

Repo: https://t.co/4cnd4PHjp0

3. hcharper/polyBot-Weather: designed for regular hardware (Mac Mini, home PC). Gaussian probability model on NOAA data for weather markets. Also covers crypto via Black-Scholes and binary arbitrage. Copy trading built in. Streamlit dashboard

Repo: https://t.co/l39O5HAywF

> Multi-model ensemble (serious edge)

1. alteregoeth-ai/weatherbot: pure Python, three forecast sources: ECMWF, HRRR for US cities, METAR observations. Scans temperature markets, enters when EV is positive. Kelly sizing + simulation mode

Repo: https://t.co/TrQXH4PAoh

2. AadiXD200/polymarket-weather-bot: autonomous quant bot, multi-model ensemble forecasting, Kelly sizing, live CLOB execution. One of the more complete implementations.

Repo: https://t.co/wpTk3oJrxi

3. yangyuan-zhen/PolyWeather: monitors 52 cities, uses DEB (Dynamic Error Balancing): blends multiple model forecasts weighted by recent accuracy per city. Generates calibrated probability buckets, scans for mispricing. Web dashboard + Telegram bot

Repo: https://t.co/DsXSIqyv6D

> GFS ensemble specialists

1. suislanchez/polymarket-kalshi-weather-bot: trades Polymarket and Kalshi simultaneously. Uses 31-member GFS ensemble from Open-Meteo, converts ensemble agreement into probability, enters when edge vs market price exceeds 8%. React dashboard, FastAPI backend, SQLite tracking.

Repo: https://t.co/6CbYk5bFxb

2. kylecwalden/polymarket-sniper-bot: sniper bot with a dedicated weather strategy using GFS 31-member ensemble. Also includes crypto strategies.

Repo: https://t.co/OkIc3paIRm

> Kalshi-focused (transferable logic)

1. AruneshDev/Automated-Trading-System-Kalshi-Weather-Model - ML-based system (XGBoost) built specifically for weather event contracts on Kalshi. The model architecture is directly transferable to Polymarket weather markets.

Repo: https://t.co/lqBOn2ladO

2. cpratim/Kalshi-Weather-Trading: simple weather trading bot for Kalshi, clean codebase, good reference for understanding the base execution layer

Repo: https://t.co/na1OqnhvoA

You don’t need to reinvent the wheel. These 10 repositories already solved 80% of the hard problems

Pick one that matches your skill level, study how they structure the code, and build on top of it

The traders making consistent money on weather markets right now aren’t the ones writing everything from scratch - they’re the ones who start with good foundations

[投机实验室 @LabSpeculation]

Polymarket被套利大神当成了提款机，工具链接我也放到下面，这些或许可以直接抹平散户缺数据缺验证，缺纪律缺速度的不足。

第一层是大脑，也就是 AI 的推理层。

L1 大脑：

1. Claude
https://t.co/CKqV7LTfWn

2. Qwen3-Coder
https://t.co/HXqUH5KhUI

3. G0DM0D3
https://t.co/Cne8ditSqo

4. Claude Squad
https://t.co/kHjv4X3aVr

L2 编排：

5. Agency Agents
https://t.co/wE3Cli3CFt

6. ClaudeAgent OneClick
https://t.co/hfhTG5sewx

7. MiroThinker
https://t.co/4tIV7WhGnP

8. Superpowers
https://t.co/ZQbaZwJ7Zc

9. TradingAgents
https://t.co/jzMpWSzK4i

L3 数据与信号：

10. OpenBB
https://t.co/LQjNr9w6qM

11. Dexter
https://t.co/mqE8f8veMZ

12. MCP Server
https://t.co/eDetUe5UQ4

13. Crucix
https://t.co/PRSQCxj3lX

14. fredapi
https://t.co/8i1rWsMDwa

15. Binance Collector
https://t.co/7vQ6GD11Os

16. lightweight-charts
https://t.co/MviQfLeskE

L4 市场情报：

17. Polyscope
https://t.co/QtZPEqhV3w

18. Polywhaler
https://t.co/Dg2viztE3d

19. HyperBuildX
https://t.co/epLBCRWVB6

20. PM Analytics
https://t.co/0U3hYw2aGJ

21. polyrec
https://t.co/NWAl7b0oN7

22. PM-Trading-Bot
https://t.co/TJmBaveU2r

L5 回测与模拟：

23. prediction-market-backtesting
https://t.co/XoZNv0AreM

24. polybot
https://t.co/4V4TgL6rnE

L6 执行：

25. py-clob-client
https://t.co/fEWLzXrJe5

26. PM agents
https://t.co/mUgtOA2Bzp

27. polyterm
https://t.co/DOSG0lneoX

[vorty @vorty279]

The quant stack that took institutions years to build is sitting on github right now

5 repositories. free. open source. more useful than any course

1. freqtrade/freqtrade https://t.co/gFZYEDqqka
50k+ stars. crypto bot with a built-in ml module called freqai trains models on live data, reoptimizes automatically, supports 30+ exchanges. telegram integration out of the box. the community has been battle-testing this since 2018 and the issues tab alone is worth reading

2. hummingbot/hummingbot https://t.co/sn4s4DZgPb
19k stars. market making and cross-exchange arbitrage engine. manages bid/ask placement, spread adjustment, and inventory hedging across 50+ cex and dex simultaneously. used by actual liquidity providers in production. the architecture docs explain things no course will tell you

3. AI4Finance-Foundation/FinRL https://t.co/z40RfyYMh4
12k stars. reinforcement learning applied to trading. agents trained with PPO, DQN, DDPG on real market environments. the repo includes crypto data pipelines via binance api and ccxt. not a toy researchers publish papers using this codebase

4. nautechsystems/nautilus_trader https://t.co/q8LZ292tGn
9k stars. python on the surface, rust underneath. the backtesting engine is byte-for-byte identical to the live trading engine what you test is what you deploy. built for latency-sensitive strategies where milliseconds matter

5. ranaroussi/quantstats https://t.co/eVS1rNye1R
7k stars. performance analytics library. sharpe, sortino, calmar, max drawdown, monthly return heatmaps, monte carlo one function call generates a full tearsheet. the standard tool for evaluating whether a strategy is real or just lucky

you don't need a course to understand how systematic trading works
you need to read code written by people who actually do it

[Central Gestun @centralgestun]

@TraderDiegoX @tradingview easy to build with my claude code lol

[vorty @vorty279]

While people pay $497 for polymarket courses, others just read github

5 repos that replace any paid prediction market course

1. warproxxx/poly-maker https://t.co/6NDFWOYOtc
automated market maker for polymarket. places bids and asks simultaneously. the author wrote a real-world breakdown of running it live and warns upfront: not profitable today. use it as a reference, not a deploy-and-forget

2. Dhaiwat10/polymarket-ai https://t.co/sEn9Eas88V
multiple ai agents (openai + claude) compete against each other in real time. live dashboard with equity curves, trade history, and positions. one-command deploy via docker compose

3. Jon-Becker/prediction-market-analysis https://t.co/p3oZA3azBL > 3.4k stars
the largest public dataset for polymarket and kalshi 36gb of historical data. full order books, all trades, analysis tools. if you're building models, the data is already here

aulekator/Polymarket-BTC-15-Minute-Trading-Bot https://t.co/bdPRivnF1g
7-phase architecture for BTC 15-minute markets. redis, grafana, self-learning. the author wrote a full breakdown on medium — not just code, but the logic behind every signal

direkturcrypto/polymarket-terminal https://t.co/x2wPSINrsK
three modes in one: high-frequency market maker, copy trading, and orderbook sniper. runs from the command line. MIT license

all of this is open source. read the code, learn the patterns, stop paying for screenshots

[Spencer Baggins @bigaiguy]

10 WEBSITES EVERY INTERNET USER SHOULD CHECK TONIGHT.

Bookmark all of them. Most people don't know half of these exist.

1. https://t.co/zwR28T6wZa
Shows every data breach your email is in and what got leaked.

2. https://t.co/3c9sMcOYLH
Shows every social profile, photo, and login tied to an email address.

3. https://t.co/MOsvtupjHn
Free disposable email for any signup you don't trust.

4. https://t.co/t6W6t9kzvQ
Burner inbox that self-destructs in 10 minutes.

5. https://t.co/lHWq4ZeJXH
A directory of direct links to delete your account from any major service.

6. https://t.co/vpVXkaS6Uc
Check if your face was used to train AI image models without consent.

7. https://t.co/cC7q3S3Uui
Tells you if your VPN is actually hiding your real location or leaking it.

8. https://t.co/1Q31VRhSQ6
Shows how trackable your browser fingerprint is, even in incognito mode.

9. https://t.co/TVtBWcv6Sw
Tells you which programs on your PC are useless bloatware or spyware.

10. https://t.co/yvtYh3ade9
Drop any file or link. It scans against 70+ antivirus engines instantly.

The internet is hostile by default. These websites are your free defense.