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This repository was archived by the owner on Dec 10, 2025. It is now read-only.
This repository was archived by the owner on Dec 10, 2025. It is now read-only.

🧠 AI: Smart context-aware development assistant #8

@jordanpartridge

Description

@jordanpartridge

Vision

THE SHIT should understand YOUR codebase, patterns, and context - not just execute dumb AI calls

Core Features

1. Context Gathering

💩 analyze              # Understands current state
💩 commit              # Writes commits in YOUR style  
💩 fix [error]         # Fixes in context of YOUR code
💩 optimize --inspect=db  # Deep inspection of specific areas

2. Smart Model Routing

  • gpt-4o-mini for simple tasks (cheap)
  • Claude for code generation (best quality)
  • GPT-5 for complex reasoning (when available)
  • Local LLMs for private data

3. GitHub CLI Integration

  • Use existing gh auth token
  • No separate GITHUB_TOKEN needed
  • Inherit gh's permissions

Implementation Plan

  1. ContextGatherer service - git, composer, docker, system state
  2. AiRouter - picks right model for task and budget
  3. Learn from usage - remember what works

Success Metrics

  • Zero config required (uses gh auth)
  • < /month for average developer
  • 10x productivity on routine tasks

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