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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

    Claude Code skills framework β€” 6 cognitive firewalls that force AI agents to think before acting

    32 2

  2. zclean zclean Public

    Kill zombie processes left by AI coding tools β€” automatic memory cleaner for Claude Code, Codex, and Cursor

    JavaScript 27

  3. mrstack mrstack Public

    Claude Code + Telegram bot β€” your AI dev partner that works 24/7, even when terminal is closed

    Python 15 2

  4. pulser pulser Public

    SKILL.md linter for Claude Code β€” diagnose, classify, prescribe, and auto-fix skills against Anthropic best practices

    TypeScript 8

  5. jarvis-orb jarvis-orb Public

    AI brain visualizer β€” see Claude Code thinking in real time with a 3D desktop orb. Persistent memory + MCP server

    Python 2

  6. ur-dashboard ur-dashboard Public

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

    TypeScript