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the anatomy of the perfect 𝗦𝗢𝗨𝗟.𝗺𝗱 file for AI agents. 𝗦𝗢𝗨𝗟.𝗺𝗱 is the one file you write yourself for an AI agent. it sits at the top of the system prompt, before memory, before skills, before tools. it defines who the agent is when it shows up. an hour spent on it
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Most people use Claude Code like a chat box. It's actually a 7-layer system. Each layer compounds on the one below it. The bottom layer (CLAUDE. md) is where 90% of users stop. The top layer (Subagents) is where the real leverage starts. Here's the full stack, from foundation
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Run /usage to see a detailed breakdown of the skills, plugins, mcps, and usage patterns that are draining your context window the most
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People often ask what my biggest tip is for getting the most out of Claude Code. These days my #1 tip is: use auto mode Auto mode means no more permission prompts. It is the key building block for multi-clauding: start a session, then while it runs, work on another session in
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GitHub just fixed the biggest problem with vibe coding.
— AlphaSignal AI (@AlphaSignalAI) 24 mai 2026
Most agents fail the same way. You give a vague prompt and hope they don't break the project.
Spec Kit works differently.
It forces the AI to write a structured specification BEFORE touching any code.
The agent reads… pic.twitter.com/BEkW8p8Nb0
GitHub just fixed the biggest problem with vibe coding. Most agents fail the same way. You give a vague prompt and hope they don't break the project. Spec Kit works differently. It forces the AI to write a structured specification BEFORE touching any code. The agent reads
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A software engineer with 10 years of experience says he builds entire side projects from his phone using Claude Code without reading a single line of code. Sounds reckless. Then you read his rules: → Always start in plan mode. Read the plan. Then read it again.
→ If any part
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I built these 7 prompts from frameworks that have driven billions of dollars in decisions across companies like Amazon, Toyota, and Berkshire Hathaway. The prompts are free. The thinking systems behind them are what separate good decisions from expensive mistakes. Also checkout
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BREAKING: Claude has a feature called Decision Intelligence Mode. You can use it to solve any business or career problem using 7 proven frameworks that consultants charge $500/hour to apply. Here are 7 prompts to access it:
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NotebookLM makes jaw-dropping infographics—until you hit "detailed" mode and get jumbled, unreadable text. The ultimate fix? Just drop the image into ChatGPT and prompt it to "generate this exact infographic but with every error corrected." If it misses a spot, download the
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I tried a more advanced prompt, asking it to switch the steering wheel side, and adding an ad to the London Bus. I had to be specific about the London Eye in this one.
— fofr (@fofrAI) 23 mai 2026
Very impressed the text on the moving bus was readable. https://t.co/zB2uLNM0jy pic.twitter.com/Q3kMyDBf5H
I tried a more advanced prompt, asking it to switch the steering wheel side, and adding an ad to the London Bus. I had to be specific about the London Eye in this one. Very impressed the text on the moving bus was readable.