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I don't understand why everyone isn't doing this yet. Anthropic released a guide for Claude that makes work much more efficient while burning a fraction of the tokens Main Idea: Agent Teams in Claude Code Instead of burning the expensive Opus 5.5 context on every line of code, tasks are delegated across an autonomous swarm:  Architect (Opus 5.5, high effort): Plans the structure and handles final PR merges Developers (Sonnet 5.5, medium effort): Write code inside isolated ⁠git worktree⁠ environments (UI/UX, backend) Adversary / Critic (Fable 5.1): Steps in at contract boundaries, recurring test failures, and pre-PR audits to catch vulnerabilities Script Layer (Jev): Handles mechanical tasks (opening files, CLI invocations) in 16ms without involving LLMs Launch the team via terminal: claude --teammates ux,backend,adversary Configure my Claude Code workspace for autonomous agent teams: In ⁠~/.claude/teams⁠, generate missing roles: set workers to ⁠Sonnet⁠ (⁠medium effort⁠) in se

It blows my mind how few people have implemented this setup. A year ago, this exact system allowed me to automate 90% of my tasks and expand my business Andrey Karpathy, co-founder of OpenAI, dropped a simple idea that generated 22 million views and 108,000 saves "stop relying on AI strictly for generating code, and start leveraging it to build a personal second brain" The logic is straightforward: You link Claude Code to a specific directory and throw in any reference materials (articles, meeting transcripts, or PDFs) The system analyzes the text, maps out connections, and constructs a living repository of everything you know. It compounds continuously: as you feed it more data, the entire ecosystem becomes significantly smarter How it breaks down in practice: Launch Obsidian, set up a new repository, and connect it to Claude Code Feed in the template based on Karpathy's wiki approach and instruct Claude to deploy the architecture The model automatically constructs three core

I don't understand why everyone isn't using this yet this will make your Claude boost productivity by 300% Anthropic engineer Lance Martin revealed a skill for Opus 5.5 Open Claude Code and type: /claude-api prompt-audit > Audits your skills, CLAUDE.md and prompts > Removes everything that slows down the model > Rewrites using the official Opus 5.5 guide Your prompts are written for older models This can be fixed in 3 minutes Bookmark this

1. Create a folder named ⁠second-brain⁠ on your PC 2. Open Claude Code inside this folder and install ⁠GWS CLI⁠ (to get access to your Gmail, Calendar, and Drive) 3. Create a subfolder named ⁠memory⁠ inside the main folder 4. Create a ⁠CLAUDE.md⁠ file in the main folder and add a rule to save all important details into ⁠memory⁠ 5. Install Graphify (from GitHub) to connect your notes and build a knowledge graph 6. Install Playwright so Claude can use a web browser 7. Set up skills to combine everything into single-command automations Setup takes about 20 minutes Now Claude is your second brain with long-term memory, email, cloud storage, and web browsing capabilities Detailed instructions in the article below