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SlowMate AI: Do Less. Move Forward.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. What I Built Meet SlowMate AI , a local-first productivity assistant designed for people who feel…

  • SlowMate AI simplifies productivity by generating action plans from user input
  • Uses locally hosted Qwen2.5 3B model for privacy and control
  • Deployed on GitHub Pages with HTML/CSS/JS frontend

The Context Window Is Full Before the First Prompt — When Project Rules in Claude Code Become a Fixed Cost of Every Session

A subagent in Claude Code is supposed to answer a one-line question about the tool's documentation. It aborts before taking its first step: Prompt is too long , 347,814 tokens against a limit of…

  • Project rules in Claude Code consume 454,900 tokens before first prompt
  • Exceeds 200,000-token limit, consuming half of 1M-token context window
  • Fixed cost applies to every session, regardless of task complexity

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