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TheStack-ai/README.md
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 β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ•—  β–ˆβ–ˆβ•—β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•— β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ•—  β–ˆβ–ˆβ•—
 β•šβ•β•β–ˆβ–ˆβ•”β•β•β•β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•”β•β•β•β•β•    β–ˆβ–ˆβ•”β•β•β•β•β•β•šβ•β•β–ˆβ–ˆβ•”β•β•β•β–ˆβ–ˆβ•”β•β•β–ˆβ–ˆβ•—β–ˆβ–ˆβ•”β•β•β•β•β•β–ˆβ–ˆβ•‘ β–ˆβ–ˆβ•”β•
    β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•‘β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—   β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•‘β–ˆβ–ˆβ•‘     β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•”β•
    β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ•”β•β•β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•”β•β•β•      β•šβ•β•β•β•β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ•”β•β•β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•‘     β–ˆβ–ˆβ•”β•β–ˆβ–ˆβ•—
    β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•‘   β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘β•šβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•—
    β•šβ•β•   β•šβ•β•  β•šβ•β•β•šβ•β•β•β•β•β•β•    β•šβ•β•β•β•β•β•β•   β•šβ•β•   β•šβ•β•  β•šβ•β• β•šβ•β•β•β•β•β•β•šβ•β•  β•šβ•β•
Role AI Systems Builder
Languages ko_KR Β· en_US
Daily Driver Claude Code Max (Opus 4.6)

Claude Gemini GPT Codex

"AI could always think like this. No one ever asked it to."


AI Usage

Tokscale Stats


Featured Projects

Swing Skills β€” 6 cognitive firewalls for AI agents
Unverified answers Β· Surface-level reviews Β· Optimism bias Β· Default lock-in Β· Opaque reasoning Β· Shallow analysis

Stars npx skills add swing-skills --all

Mr.Stack β€” An AI butler that grows with every conversation
24/7 Telegram Β· Long-term memory Β· Voice-to-action Β· Morning briefing Β· Weekly retrospective

Stars uv tool install claude-code-telegram

Jarvis Orb β€” Real-time visualization of AI reasoning
4-Tier Memory Β· Temporal Scoring Β· Desktop Orb Β· Auto-connect to Claude Code

Stars macOS

zclean β€” Auto-cleanup zombie processes from AI coding tools
Auto-detect Β· SessionEnd Hook Β· Time-based protection Β· Avg ~2.4 GB reclaimed

Stars npm

pulser β€” Diagnose & test Claude Code skills
8-rule diagnostics Β· Auto-fix Β· Rollback Β· Eval testing Β· Regression detection

Stars npm


Architecture: Jarvis AI OS

Built an AI operating system on top of Claude Code as the kernel. 90% of the system was built by Claude Code itself.

  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
  β”‚  Jarvis Control Plane                           β”‚
  β”‚  Policy Engine Β· Model Router Β· 4-Tier Memory   β”‚
  β”‚  Budget Manager Β· Trust Levels (0-4)            β”‚
  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                         β”‚
  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
  β”‚  Orchestrator β€” 22 Agent Teams                  β”‚
  β”‚  Fan-out-fan-in Β· Quality Gates Β· Bias Firewall β”‚
  β”‚  Strategy Β· Code Review Β· Security Β· Design     β”‚
  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                         β”‚
  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
  β”‚  Skills + Hooks                                 β”‚
  β”‚  329 Skill Mappings Β· 11 Event Hooks            β”‚
  β”‚  Auto-routing Β· Zero slash commands needed      β”‚
  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                         β”‚
  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
  β”‚  Claude Code CLI                                β”‚
  β”‚  iTerm2 + tmux 3-pane + Real-time Dashboard     β”‚
  β”‚  Knowledge Graph (Brain) Β· Telemetry            β”‚
  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
Numbers
Metric Count
Agent Teams 22
Agent Prompts 55
Custom Skills 28
Plugins 16
Event Hooks 11
Skill Mappings 329
Python LOC ~6,500
AI Engines 4 (Claude, Gemini, GPT-5.4, Codex)
Knowledge Graph Entities 117

Tech Stack


GitHub Stats


"Route cheap-first. Hooks are criminally underrated. Memory without consolidation is just noise."


Threads Swing Skills Email


visitors Open Source Love

Pinned Loading

  1. swing-skills swing-skills Public

    Your AI is not swinging at all β€” 6 cognitive firewalls for AI coding agents

    31 2

  2. zclean zclean Public

    Stop AI coding tools from eating your RAM. Automatic zombie process cleaner for Claude Code & Codex.

    JavaScript 26

  3. mrstack mrstack Public

    Your AI butler that grows with every conversation. λŒ€ν™”ν• μˆ˜λ‘ μ„±μž₯ν•˜λŠ” AI 집사.

    Python 14 1

  4. pulser pulser Public

    Diagnose, classify, prescribe, and fix Claude Code skills β€” without leaving the conversation.

    TypeScript 8

  5. jarvis-orb jarvis-orb Public

    Jarvis Orb β€” AI Brain Visualizer. See your AI thinking in real time.

    Python 2

  6. ur-dashboard ur-dashboard Public

    Real-time dashboard for Claude Code AI agents β€” API costs, team status & skills. npx ur-dashboard

    TypeScript