ANTI CODE

@anti_frame

ANTI CODE: CONTEXT-DRIVEN UNFRAMED

ANTI-FRAME

Getting misled by words like "efficient," "common sense," or "de facto" creates cognitive debt and technical debt trapped within black boxes.

Destroy (ANTI-FRAME) the de facto "frameworks" of tools and environments, and directly connect the AI's brain with your local files.

ANTI-STACK / ANTI-SLACK

Strip away unnecessary bloat (ANTI-SLACK), eliminate runtimes, frameworks, and libraries that become unmanageable for humans or AI (ANTI-STACK), achieve thorough visibility, regain control, and realize a bi-directional context recirculation system.

🎯 1. Purpose (Philosophy)

Modern development environments are overflowing with **"redundant STACK and wasteful SLACK"**—heavy IDEs, external libraries, frameworks, and complex background local servers. These become noise in a developer's thinking and drain the creative energy (vibes) of pure interaction with AI.

The purpose of ANTI CODE is to eliminate these intermediaries entirely. By combining only the "secure benefits of the cloud (AWS)" and "standard browser APIs (Web File System API)," it enables bi-directional recirculation and circulation of context between Web AI Chats (Gemini/Claude) and local autonomous agents (Claude Code/Antigravity) using ultra-minimal tokens.

🚀 2. Three Overwhelming Benefits (Why ANTI CODE?)

1. 100% Local Serverless (Zero Local Bloat)
There is absolutely no need to run API servers or background processes continuously on your local PC. Simply opening a single HTML file (SPA) hosted on AWS allows standard browser features (showDirectoryPicker()) to directly read and write local files. Not a single megabyte of your PC's memory or CPU is wasted.

2. Ultra-Minimal Token & Multitask Synchronization (Eliminating Costs and Lost Context)
Even when multiple requirements (multitasks) emerge from long, intense design discussions in Web chat, it is no problem. Force the AI to output only a "semantic JSON array," which is parsed directly on the browser side. Because full code snippets are not copy-pasted back and forth, it avoids bloating the AI's context window, keeps usage costs to an absolute minimum, and prevents the AI from getting "lost in memory."

3. Bi-Directional Recirculation Loop (Ultra-Fast Context Loading)
It is not a one-way street from chat to local environment. The browser instantly reads back the implementation history (timeline) made locally and automatically generates a reverse prompt that restores the Web AI chat's brain to the "continued from last time" state in a single stroke. Your brain, the Web chat, and your local environment stay perfectly synchronized.

💡 3. Architecture

• AWS Layer: Cognito (User Authentication) ➔ HTTP API Gateway ➔ Python Lambda (Standard Boto3 only, 0 external dependencies) ➔ DynamoDB.
• User/Client Layer: Single index.html delivered over HTTPS (S3/CloudFront hosting, etc.).
• Target Files:
  • For Claude Code: CLAUDE.md (Top-prepended history mode)
  • For Antigravity: task.md (Chronological accumulation mode)

🛠️ 4. User Guide

🛫 Preparation: Start of the Day (Only Once)

• Open the securely hosted ANTI CODE HUB (browser screen) and log in with your Cognito credentials.
• Click [ 📁 Select Claude Code Folder ] and [ 📁 Select Antigravity Folder ] on the UI to grant the browser permission to access your local project directory currently under development.

Outbound ➔: Batch-Sync Web Chat Conclusions to Local Files

• At the end of a chat:
  Click the [ 📋 Copy Exit Prompt ] button on the ANTI CODE HUB screen.
• Instruct the AI:
  Paste with Cmd + V into the input field of your Web chat (Gemini or Claude) and send it. The AI will skip pleasantries and output only a json block containing multiple requirements.
• Retrieve Data:
  Copy the entire generated JSON block (Cmd + C).
• Inject to Local:
  Paste with Cmd + V into the paste area of ANTI CODE HUB, and click [ 🚀 Batch Prepend to Both Tools ].
  • Result: "Current requirements and file-by-file modification details" are automatically saved as a beautifully formatted Markdown timeline at the top of CLAUDE.md and task.md on your local PC.

✏ Start Implementation:

Now simply run claude in your terminal. Your local AI agents start with the latest vibes already fully installed.

Return ↩️: Recirculate Local Progress Back to Web Chat (The Loop)

• Read Back Context:
  Once local implementation is complete and you want to brainstorm the next design in Web chat again, click the [ 🔄 Generate Return Prompt from Local History ] button in ANTI CODE HUB.
• Check-in to Web Chat:
  The browser automatically reads the latest snippet from your local history and sets a "reverse-sync prompt" to your clipboard.
• Sync Complete:
  Paste with Cmd + V at the start of your Web chat and send. The Web AI responds with Context Loaded., allowing you to start the next session seamlessly from where you left off with extremely low token consumption.

Hack AI, Become a Vibe Coder Who Claimed Freedom

Ditch useless frameworks (FRAME) and ride the waves of context.