Anthropic engineer:
"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
this is one of the best workflows I've seen in a long time
in this video she breaks down exactly how most people are using Claude:
- the 14% you lose to CLAUDE.md before typing a word
- the automation workflows most users don't know exist
- the daily task pipelines that run without touching the keyboard
- the daily workflows Anthropic's own engineers automated first
if you've been using Claude for more than a month and never left the chat window, you've been using one agent when you could be running a team of them
instead of another show tonight, watch this
make sure to bookmark it before it gets lost in your feed
the guide is in the article below
10 GitHub repositories so good they shouldn't be free.
1. TradingAgents
A full team of AI analysts that debates strategies and executes trades in real markets. 4 analysts in parallel: fundamental, sentiment, news, and technical. Then a risk manager and an executor agent. Like having a Wall Street team working 24 hours on your computer.
repo - https://t.co/UaRcwTBIih
2. LibreChat
ChatGPT, Claude, Gemini, DeepSeek, and 20 more models in a single interface. Self-hosted. Native MCP support. Your history, your infrastructure, your data. OpenAI charges $20 a month for its interface. Here you use your own keys and don't pay a dime extra.
repo - https://t.co/WhVNyHfE5Q
3. HyperFrames
HeyGen open-sourced its internal video engine. You write HTML. The agent renders MP4. No React, no JSX, no proprietary formats. GSAP, Lottie, and Three.js work out of the box. The same HTML always produces the same file. Used in production by HeyGen, tldraw, and TanStack.
repo - https://t.co/f7n0Aj2v39
4. Fincept Terminal
A Bloomberg terminal that runs on your laptop. CFA level 1, 2, and 3 analysis. Over 20 investor AI agents that reason like Buffett, Dalio, and Soros. Over 100 data connectors. Bloomberg charges $24,000 a year. This costs nothing.
repo - https://t.co/Y21MkkfIKR
5. MoneyPrinterTurbo
You input a keyword. Out come the script, images, subtitles, music, and final high-quality video. Horizontal or vertical. No manual editing. What content creators do that they don't want you to know they use AI for.
repo - https://t.co/IXuG9rMwzX
6. Agentic Inbox
Cloudflare just open-sourced an email client where an AI agent reads your inbox and drafts responses. 100% on Cloudflare Workers. Your email never leaves your account. No external servers. No subscription.
repo - https://t.co/N0UziIIroA
7. VoxCPM2
Clone any voice with 3 seconds of audio. 30 languages. Studio-quality 48kHz. Design voices from text: "deep male radio announcer voice." No paid API. No voice samples leaving your machine. ElevenLabs charges $22 a month.
repo - https://t.co/j1wPFr2CJo
8. Flowsint
You enter a domain. The tool deploys a graph with all IPs, subdomains, emails, crypto wallets, and connected social profiles. All stored locally. Without anyone knowing what you're investigating. For OSINT, due diligence, and competitor analysis.
repo - https://t.co/qcjGwwZ21Q
9. addyosmani/agent-skills
The Google engineer who's been teaching web performance to the entire industry for 15 years published his skills for Claude Code. 23 real workflows tested in production. API design, code review, debugging, CI/CD, and frontend. Installation with one command.
repo - https://t.co/jRjpYjd8Ph
10. Nango
The integrations layer that companies pay $50k a year to rent. 700 ready APIs: Salesforce, HubSpot, Slack, Gmail, Stripe, Jira, and more. Managed OAuth. Your AI agent generates integration code from a prompt. Used in production by Replit, Ramp, and Mercor.
repo - https://t.co/fuybcYXmhh
These aren't toys. Each one replaces a paid product that you're still being charged for.
Pick one. Install it. Connect it to your workflow.
100% free. 100% open source.
Andrej Karpathy's advice for beginners getting into AI:
"Put in 10,000 hours of work."
He's right.
But most builders waste the first 1,000 hours on the wrong things.
They write code before understanding context windows.
They build agents before understanding token limits.
They ship products before understanding what models can't do.
The builders who compound fastest aren't the ones who code the most.
They're the ones who understood the fundamentals before touching a single line.
These are the 10 concepts that make the first 1,000 hours count ↓
Bookmark this before you start.
If I charged $5,000 for this ICT model, it would still be cheap. Instead, I'm giving it away for free. Master it before 2026 ends and watch what happens to your results.
Retweet it. Bookmark it
Stop telling Claude, "do this."
Stop telling Claude, "write code."
Stop telling Claude, "fix this error."
You're actually treating a senior AI like a junior intern.
Here are 8 prompts you can copy and paste directly:
I ACCIDENTALLY UNLOCKED "GOD MODE" IN CHATGPT,
AND IT STARTED TEACHING ME THINGS I DIDN'T KNEW EXISTED.
HERE ARE THOSE 7 CHATGPT PROMPTS THAT WILL CHANGE EVERYTHING FOR YOU:
Jane Street pays $650,000 a year for quants. MIT wrote the exact bible to get there & released it for free.
51 pages. Zero to quant. Probability, stats, market making, real interview questions from Jane Street, Citadel, Two Sigma & more. Bookmark, before someone takes it down.
Stop telling Claude, "do this."
Stop telling Claude, "write code."
Stop telling Claude, "fix this error." You're actually treating a senior AI like a junior intern. Here are eight prompts you can copy and paste directly: