🇨🇭 Global One SI - Prompt
Automate your trading strategies in Python How to build your first trading bot: (a thread)
1. What is a trading bot?
A trading bot is a software program that automates buying and selling financial assets like stocks and cryptocurrencies based on pre-defined strategies and rules.
These automated systems can manage portfolios without human intervention, operating 24/7.
A trading bot is a software program that automates buying and selling financial assets like stocks and cryptocurrencies based on pre-defined strategies and rules.
These automated systems can manage portfolios without human intervention, operating 24/7.
🇨🇭 Global One SI - Prompt
1. What is a trading bot? A trading bot is a software program that automates buying and selling financial assets like stocks and cryptocurrencies based on pre-defined strategies and rules. These automated systems can manage portfolios without human intervention…
2. Let's make a Bitcoin Trading bot
We'll use investing-algorithm-framework in Python
We'll use investing-algorithm-framework in Python
🇨🇭 Global One SI - Prompt
Automate your trading strategies in Python How to build your first trading bot: (a thread)
Step 1: Setup
We need to specify how often our trading bot runs and which market data it's going to use
We need to specify how often our trading bot runs and which market data it's going to use
🇨🇭 Global One SI - Prompt
Step 1: Setup We need to specify how often our trading bot runs and which market data it's going to use
Step 2: Trading Strategy
We will implement a simple strategy that buys Bitcoin when there is a golden cross between a fast and slow-moving average
We will implement a simple strategy that buys Bitcoin when there is a golden cross between a fast and slow-moving average
🇨🇭 Global One SI - Prompt
Step 2: Trading Strategy We will implement a simple strategy that buys Bitcoin when there is a golden cross between a fast and slow-moving average
Step 3: Backtest the Strategy
Now that we have implemented our trading strategy, we can test it. To test our strategy, we will use the backtesting functionality of the investing algorithm framework.
Now that we have implemented our trading strategy, we can test it. To test our strategy, we will use the backtesting functionality of the investing algorithm framework.
🇨🇭 Global One SI - Prompt
Step 3: Backtest the Strategy Now that we have implemented our trading strategy, we can test it. To test our strategy, we will use the backtesting functionality of the investing algorithm framework.
Step 4: Analyze the Backtest Results
This trading strategy is profitable with a growth rate of 17% on its closed trades.
This trading strategy is profitable with a growth rate of 17% on its closed trades.
🇨🇭 Global One SI - Prompt
Step 4: Analyze the Backtest Results This trading strategy is profitable with a growth rate of 17% on its closed trades.
Step 5: Deploy the Trading Bot
Once we have found a profitable trading strategy, we can deploy the trading app in the cloud.
Once we have found a profitable trading strategy, we can deploy the trading app in the cloud.
$JDZG continues evolving exactly how these tiny-float recovery structures usually do once momentum returns.
A few days ago this was still considered “dead money.”
Now:
• breakout structure expanding
• volume increasing again
• OBV continuing higher
• momentum firmly shifted
• higher lows building cleanly
The interesting part about ultra-small caps is simple:
they don’t need much attention to move aggressively once liquidity returns.
Still watching closely above the $3 area.
A few days ago this was still considered “dead money.”
Now:
• breakout structure expanding
• volume increasing again
• OBV continuing higher
• momentum firmly shifted
• higher lows building cleanly
The interesting part about ultra-small caps is simple:
they don’t need much attention to move aggressively once liquidity returns.
Still watching closely above the $3 area.
📕 Protocol from the last meeting #FED:
❗️The Fed acknowledges increased uncertainty due to the conflict in the Middle East and risks to the economy.
▫️Almost all Fed representatives supported maintaining the current rate. One participant voted for a 0.25% reduction, fearing an overly tight monetary policy and a weakening of the labor market.
▫️Inflation remains elevated. The Fed notes rising prices for energy, transportation, air tickets, and some goods due to the conflict in the Middle East and tariffs.
❗️Most Fed representatives believe that a rate hike may become necessary if inflation continues to remain consistently above 2%.
▫️The labor market remains stable, but employment growth remains weak. The Fed fears that with weak hiring, even a slight deterioration in demand could lead to an increase in unemployment.
▫️Economic activity continues to grow at a steady pace. The main drivers are consumer spending and investments in AI.
❗️Markets have shifted expectations of a rate cut to a later date. The likelihood of a rate hike in 2027 has also increased to about 30%.
▫️However, some Fed representatives allow for a rate cut later this year if inflation starts to weaken and the labor market deteriorates.
▫️Conclusion: The Fed maintains a wait-and-see position. Further decisions will depend on inflation, the labor market, and the development of the situation in the Middle East.
❗️The Fed acknowledges increased uncertainty due to the conflict in the Middle East and risks to the economy.
▫️Almost all Fed representatives supported maintaining the current rate. One participant voted for a 0.25% reduction, fearing an overly tight monetary policy and a weakening of the labor market.
▫️Inflation remains elevated. The Fed notes rising prices for energy, transportation, air tickets, and some goods due to the conflict in the Middle East and tariffs.
❗️Most Fed representatives believe that a rate hike may become necessary if inflation continues to remain consistently above 2%.
▫️The labor market remains stable, but employment growth remains weak. The Fed fears that with weak hiring, even a slight deterioration in demand could lead to an increase in unemployment.
▫️Economic activity continues to grow at a steady pace. The main drivers are consumer spending and investments in AI.
❗️Markets have shifted expectations of a rate cut to a later date. The likelihood of a rate hike in 2027 has also increased to about 30%.
▫️However, some Fed representatives allow for a rate cut later this year if inflation starts to weaken and the labor market deteriorates.
▫️Conclusion: The Fed maintains a wait-and-see position. Further decisions will depend on inflation, the labor market, and the development of the situation in the Middle East.
40 high beta leading names trading above $100M dollar volume and all major moving averages, following the institutional money flow.
$RXO — Trucking
$SATS — Telecom Services
$SEDG — Solar
$ENPH — Solar
$TENB — Software Infrastructure
$DOCN — Software Infrastructure
$WOLF — Semiconductors
$VSH — Semiconductors
$TSEM — Semiconductors
$SMTC — Semiconductors
$RMBS — Semiconductors
$POET — Semiconductors
$NVTS — Semiconductors
$MXL — Semiconductors
$MRVL — Semiconductors
$INTC — Semiconductors
$ARM — Semiconductors
$ALAB — Semiconductors
$VG — Oil & Gas Midstream
$PUMP — Oil & Gas Equipment & Services
$RIG — Oil & Gas Drilling
$KEEL — Information Technology Services
$OSCR — Healthcare Plans
$TTMI — Electronic Components
$OUST — Electronic Components
$TE — Electrical Equipment & Parts
$FPS — Electrical Equipment & Parts
$FCEL — Electrical Equipment & Parts
$BE — Electrical Equipment & Parts
$GH — Diagnostics & Research
$IONQ — Computer Hardware
$ASTS — Communication Equipment
$PURR — Capital Markets
$MARA — Capital Markets
$CLSK — Capital Markets
$RKLB — Aerospace & Defense
$RDW — Aerospace & Defense
$PL — Aerospace & Defense
$LUNR — Aerospace & Defense
$FLY — Aerospace & Defense
$RXO — Trucking
$SATS — Telecom Services
$SEDG — Solar
$ENPH — Solar
$TENB — Software Infrastructure
$DOCN — Software Infrastructure
$WOLF — Semiconductors
$VSH — Semiconductors
$TSEM — Semiconductors
$SMTC — Semiconductors
$RMBS — Semiconductors
$POET — Semiconductors
$NVTS — Semiconductors
$MXL — Semiconductors
$MRVL — Semiconductors
$INTC — Semiconductors
$ARM — Semiconductors
$ALAB — Semiconductors
$VG — Oil & Gas Midstream
$PUMP — Oil & Gas Equipment & Services
$RIG — Oil & Gas Drilling
$KEEL — Information Technology Services
$OSCR — Healthcare Plans
$TTMI — Electronic Components
$OUST — Electronic Components
$TE — Electrical Equipment & Parts
$FPS — Electrical Equipment & Parts
$FCEL — Electrical Equipment & Parts
$BE — Electrical Equipment & Parts
$GH — Diagnostics & Research
$IONQ — Computer Hardware
$ASTS — Communication Equipment
$PURR — Capital Markets
$MARA — Capital Markets
$CLSK — Capital Markets
$RKLB — Aerospace & Defense
$RDW — Aerospace & Defense
$PL — Aerospace & Defense
$LUNR — Aerospace & Defense
$FLY — Aerospace & Defense
Elon Musk just landed the most insane SpaceX IPO performance stock package in history!
The board is awarding him 1 BILLION Class B shares, vested across 15 tranches but they only unlock if BOTH of these requirements are met:
1. Massive market cap milestones from $500B all the way to $7.5 TRILLION.
2. If SpaceX builds a permanent human colony on Mars with at least 1 million inhabitants.
On top of that, the recent xAI merger replaces an earlier award with 302 MILLION Class B SpaceX shares
These require market caps from $1.065T to $6.565T plus the completion of orbital data centers delivering 100 TERAWATTS of AI compute per year.
These are straight-up insane next-level milestone targets, pushing space travel to the forefront of the AI race.
The board is awarding him 1 BILLION Class B shares, vested across 15 tranches but they only unlock if BOTH of these requirements are met:
1. Massive market cap milestones from $500B all the way to $7.5 TRILLION.
2. If SpaceX builds a permanent human colony on Mars with at least 1 million inhabitants.
On top of that, the recent xAI merger replaces an earlier award with 302 MILLION Class B SpaceX shares
These require market caps from $1.065T to $6.565T plus the completion of orbital data centers delivering 100 TERAWATTS of AI compute per year.
These are straight-up insane next-level milestone targets, pushing space travel to the forefront of the AI race.
👀1
🌍 Europe remains one of the world’s largest economic blocs, with a combined economy worth roughly $32 trillion.
Largest economies in Europe:
🇩🇪 Germany: $5.4T
🇬🇧 UK: $4.3T
🇫🇷 France: $3.6T
🇮🇹 Italy: $2.8T
🇷🇺 Russia: $2.7T
🇪🇸 Spain: $2.1T
Despite slower growth and energy challenges, Europe still sits at the center of global manufacturing, finance, trade, and industrial demand.
The key question now is whether Europe can remain competitive in a world increasingly shaped by cheaper energy, AI infrastructure, and geopolitical fragmentation.
Largest economies in Europe:
🇩🇪 Germany: $5.4T
🇬🇧 UK: $4.3T
🇫🇷 France: $3.6T
🇮🇹 Italy: $2.8T
🇷🇺 Russia: $2.7T
🇪🇸 Spain: $2.1T
Despite slower growth and energy challenges, Europe still sits at the center of global manufacturing, finance, trade, and industrial demand.
The key question now is whether Europe can remain competitive in a world increasingly shaped by cheaper energy, AI infrastructure, and geopolitical fragmentation.
🇨🇭 Global One SI - Prompt
Best Open-Source Polymarket CLOB Market Maker Right Now (Bands + Skew-Aware AMM + Real-Time Inventory Rebalancing) It keeps your orders tightly around the midpoint at all times using intelligent quoting logic You get two powerful strategies - classic multi…
Official Resolution Stations for All Major Polymarket Weather Markets
Every weather market resolves by a specific meteorological station - not by city average or weather apps
Always check the station, never the general city forecast. Full official list below
> North America:
• Los Angeles → KLAX
• New York City → KLGA
• Chicago → KORD
• Dallas → KDAL
• Miami → KMIA
• San Francisco → KSFO
• Atlanta → KATL
• Austin → KAUS
• Denver → KBKF
• Seattle → KSEA
• Mexico City → MMMX
• Panama City → MPMG
> South America:
• Buenos Aires → SAEZ
• Sao Paulo → SBGR
> Europe:
• London → EGLC
• Paris → LFPB
• Madrid → LEMD
• Milan → LIMC
• Amsterdam → EHAM
• Munich → EDDM
• Warsaw → EPWA
• Helsinki → EFHK
• Istanbul → LTFM
• Ankara → LTAC
• Moscow → UUWW
> Middle East & Africa:
• Jeddah → OEJN
• Tel Aviv → LLBG
• Cape Town → FACT
• Karachi → OPKC
> Asia:
• Beijing → ZBAA
• Shanghai → ZSPD
• Guangzhou → ZGGG
• Shenzhen → ZGSZ
• Chengdu → ZUUU
• Chongqing → ZUCK
• Wuhan → ZHHH
• Qingdao → ZSQD
• Hong Kong → HK Observatory
• Taipei → RCSS
• Singapore → WSSS
• Jakarta → WIHH
• Manila → RPLL
• Lucknow → VILK
Polymarket resolves strictly by the data from these specific stations
If the station shows 34°C and your weather app shows 31°C - the market will resolve at 34°C
Save this list. Always verify the official station before entering any weather market
Every weather market resolves by a specific meteorological station - not by city average or weather apps
Always check the station, never the general city forecast. Full official list below
> North America:
• Los Angeles → KLAX
• New York City → KLGA
• Chicago → KORD
• Dallas → KDAL
• Miami → KMIA
• San Francisco → KSFO
• Atlanta → KATL
• Austin → KAUS
• Denver → KBKF
• Seattle → KSEA
• Mexico City → MMMX
• Panama City → MPMG
> South America:
• Buenos Aires → SAEZ
• Sao Paulo → SBGR
> Europe:
• London → EGLC
• Paris → LFPB
• Madrid → LEMD
• Milan → LIMC
• Amsterdam → EHAM
• Munich → EDDM
• Warsaw → EPWA
• Helsinki → EFHK
• Istanbul → LTFM
• Ankara → LTAC
• Moscow → UUWW
> Middle East & Africa:
• Jeddah → OEJN
• Tel Aviv → LLBG
• Cape Town → FACT
• Karachi → OPKC
> Asia:
• Beijing → ZBAA
• Shanghai → ZSPD
• Guangzhou → ZGGG
• Shenzhen → ZGSZ
• Chengdu → ZUUU
• Chongqing → ZUCK
• Wuhan → ZHHH
• Qingdao → ZSQD
• Hong Kong → HK Observatory
• Taipei → RCSS
• Singapore → WSSS
• Jakarta → WIHH
• Manila → RPLL
• Lucknow → VILK
Polymarket resolves strictly by the data from these specific stations
If the station shows 34°C and your weather app shows 31°C - the market will resolve at 34°C
Save this list. Always verify the official station before entering any weather market
✍2
$RDW continues looking like one of the more interesting “space infrastructure” momentum names on the market.
The broader thesis keeps strengthening around:
• satellite infrastructure
• space-based communications
• defense-space convergence
• orbital data systems
• next-generation aerospace infrastructure
Meanwhile the chart is starting to tighten right under major resistance with:
• strong OBV recovery
• aggressive volume expansion
• improving momentum
• higher lows building
• breakout pressure increasing
Interesting part:
space infrastructure continues quietly aligning with broader defense + AI + communications themes.
The broader thesis keeps strengthening around:
• satellite infrastructure
• space-based communications
• defense-space convergence
• orbital data systems
• next-generation aerospace infrastructure
Meanwhile the chart is starting to tighten right under major resistance with:
• strong OBV recovery
• aggressive volume expansion
• improving momentum
• higher lows building
• breakout pressure increasing
Interesting part:
space infrastructure continues quietly aligning with broader defense + AI + communications themes.
🇨🇭 Global One SI - Prompt
$FCEL keeps proving why clean technical breakouts matter. ⚡ Called the breakout 2 days ago… and buyers never stopped showing up. Now the chart is confirming: ✅ Continuation after breakout ✅ Heavy relative volume ✅ Strong RSI expansion ✅ OBV exploding higher…
$FCEL starting to transition from “old clean energy” into the new AI power infrastructure narrative.
What’s interesting now is the setup is evolving FAST:
• reclaiming highs aggressively
• OBV still elevated despite pullbacks
• buyers defending higher lows
• TTM Squeeze momentum still expanding
• volume staying far above historical average
• market starting to chase “electricity demand” plays again
The Street is slowly realizing AI isn’t only chips anymore.
AI needs:
→ power generation
→ backup systems
→ distributed infrastructure
→ grid resiliency
→ hydrogen + alternative energy ecosystems
And technically… this chart suddenly looks like institutions noticed it too.
Above $22.80 and this could enter full momentum discovery mode again. 👀
$FCEL #AI #Energy #Hydrogen #Infrastructure #Stocks #Trading
What’s interesting now is the setup is evolving FAST:
• reclaiming highs aggressively
• OBV still elevated despite pullbacks
• buyers defending higher lows
• TTM Squeeze momentum still expanding
• volume staying far above historical average
• market starting to chase “electricity demand” plays again
The Street is slowly realizing AI isn’t only chips anymore.
AI needs:
→ power generation
→ backup systems
→ distributed infrastructure
→ grid resiliency
→ hydrogen + alternative energy ecosystems
And technically… this chart suddenly looks like institutions noticed it too.
Above $22.80 and this could enter full momentum discovery mode again. 👀
$FCEL #AI #Energy #Hydrogen #Infrastructure #Stocks #Trading