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Resources

Free references and paid toolkits extracted from systems used inside the lab. Start with the open material, then choose a deeper implementation only when it solves a real problem.

Start with Claude Memory KitOpen references first
Free

CLAUDE.md Template Pack

14 battle-tested CLAUDE.md templates for every project type. Drop one into your repo and start building.

  • 14 templates: iOS, Android, ML, API, DevOps, Next.js, and more
  • CLI Tools, Monorepos, and Game Dev configurations
  • Embedded/IoT, Security Audits, and Open Source templates
Free

Quick Reference Cards

Printable cheat sheets for prompt patterns, Claude Code shortcuts, MCP tool reference, and common workflows.

  • Prompt pattern and system prompt reference cards
  • Claude Code shortcuts and slash commands
  • Token optimization and temperature settings guide
Free

Claude Code Cheat Sheet

Quick-start reference for Claude Code. Commands, shortcuts, hook patterns, and MCP setup in one printable sheet.

  • All slash commands and keyboard shortcuts
  • Hook configuration patterns with examples
  • MCP server setup cheatsheet
Free

Claude Memory Kit

Start here. Drop-in memory template for Claude Code. Persists context, feedback, and project knowledge across conversations.

  • 4 memory types: user, feedback, project, reference
  • MEMORY.md index auto-loaded each session
  • CLAUDE.md snippet for instant setup
Free

Edgeless Stack

The complete AI agent infrastructure. Memory that persists, hooks that protect, skills that compound, and agents that run while you sleep. Extracted from 3+ months of production use.

  • 3-layer memory: SQLite ledger + ChromaDB vectors + Obsidian vault
  • 6 safety hooks: damage control, completion verification, taxonomy guard
  • 9 skills with tiered loading (5 core + 4 domain)
$39

Multi-Agent Orchestration Blueprint

The dispatch/worker architecture for coordinating multiple AI agents. Agent Bus messaging, async inboxes, state machines, and 3 reference implementations from a system that runs 5 agents 24/7.

  • Dispatch/worker topology: routing tasks to specialist agents
  • Agent Bus setup: real-time inter-session messaging patterns
  • State machines: queued -> acked -> running -> done/failed
$39

The Agent Cookbook

Build AI agents that actually work. 15 production-ready agent patterns with complete implementations for Claude, GPT, and open-source models.

  • 15 production-ready agent patterns with working code
  • Memory systems, tool integration, and context management
  • Error recovery and deployment strategies
$29

Claude Memory Kit Pro

The complete memory system for Claude Code power users. 12 templates, 5 stack libraries, advanced patterns guide, and CLAUDE.md templates.

  • 12 ready-to-customize memory templates
  • Stack libraries: React/Next.js, Python/FastAPI, Go, Rails, Rust
  • Advanced patterns: multi-project, team memory, CI integration
$29

The Prompt Engineering OS

The complete system for writing AI prompts that work in production. 30 chapters, 8 template schemas, 100+ templates.

  • 30 chapters covering every prompt pattern
  • 8 template schemas with fill-in-the-blank structure
  • 100+ production-tested prompt templates
$29

Generative Art Starter Kit

10 Python generators for pen plotters: flow fields, L-systems, Voronoi, spirals, reaction-diffusion. Each with parameter guides, example SVGs, and AI scoring rubrics from 105+ experiments.

  • 10 generators with source code, parameter guides, and 3 example outputs each
  • SVG optimization for pen plotters: stroke ordering, travel minimization
  • AI scoring rubric for evaluating generative art quality
Coming soon

Always-On Agent Deployment Kit

Deploy an AI agent that runs 24/7 on a $5 VPS. Cron scheduling, grounding packets, memory contracts, Telegram alerting, and the recovery patterns from 3 months of unattended operation.

  • VPS setup guide: Hetzner, systemd, PM2, environment hardening
  • Cron job architecture: health checks, email triage, knowledge consolidation
  • Grounding stack: verification layers, evidence-based completion, session packets
Shipping Q3 2026
$29

Production MCP Server Kit

Take MCP servers past the tutorial stage. Auth middleware, rate limiting, Docker deployment, health checks, and error handling patterns from running 4+ MCP servers in production.

  • Auth middleware: API key validation and OAuth2 token checking
  • Rate limiting, usage tracking, and health check endpoints
  • Docker + compose deployment configs with monitoring
$24

AI Code Review Playbook

Systematic AI-powered code review that catches security vulnerabilities, performance issues, and logic errors before they ship.

  • Review checklists and prompt templates for Claude/GPT
  • GitHub Actions and CI/CD integration guides
  • Security vulnerability and performance issue detection
$24

Digital Product Launch Toolkit

The exact process used to ship 18 digital products as a solo developer. Gumroad page templates, pricing strategy, launch checklists, and the daily shipping workflow.

  • 3 Gumroad page layouts: simple, detailed, and premium tiers
  • Pricing strategy guide: why $9/$14/$19/$24/$29/$39 tiers work
  • 18-step launch checklist from idea to live listing
$24

n8n AI Workflow Templates

5 importable n8n workflows that connect AI to real business processes. YouTube monitoring, RSS intelligence, AI code review, content embedding, and scheduled health checks.

  • 5 ready-to-import n8n workflow JSON files
  • YouTube monitor -> Claude summary -> email digest pipeline
  • RSS aggregator -> AI analysis -> Telegram notification
$24

MCP Server Starter Kit

TypeScript and Python templates for building MCP servers. Go from zero to a running server in under an hour.

  • TypeScript and Python server templates
  • 8-chapter guide from architecture to deployment
  • 3 working example servers: file search, database query, API proxy
$19

Obsidian + Claude Code Setup Kit

Turn Obsidian into an AI-powered development environment with pre-configured vault, Claude Code integration, and workflow automations.

  • Pre-configured vault with Claude Code integration
  • CLAUDE.md templates and hook configurations
  • Custom templates and plugin recommendations
$19

Prompt Testing Framework

Regression testing, A/B comparison templates, and quality scoring rubrics for AI prompts. Built for teams shipping AI features.

  • Regression testing and A/B comparison templates
  • Quality scoring rubrics with structured evaluation criteria
  • Test harnesses for Claude, GPT, and Gemini
$19

Autonomous Agent Safety Patterns

Hard-won guardrails from an agent that lost $252 of real money. Financial verification protocols, destructive operation prevention, scope containment, and the incident response playbook.

  • Full post-mortem: the $252 USDC loss and what changed after
  • 10 anti-patterns with production fixes and hook implementations
  • Financial transaction verification protocol (test small, verify, confirm)
$19

Claude Code Hooks Deep Dive

15 production hooks beyond the basics. The damage-control hook that blocks destructive commands. The verify-completion hook that won't let you lie about finishing. Session init, memory flush, pre-commit guards.

  • 15 battle-tested hooks with full source and walkthroughs
  • damage-control.py: the hook that saved the codebase from rm -rf
  • Hook composition patterns: chaining, conditional, env-aware
$29

Edgeless Agent Starter Kit

Launch your AI agent swarm on macOS in under an hour. Pre-configured profiles, working cron jobs, 8 starter skills, and the exact setup we use to run 10+ agents daily.

  • One-command setup script for macOS 14+ (Apple Silicon)
  • 5 pre-configured agent profiles with AGENTS.md templates
  • 8 starter skills: research, coding, docs, monitoring, and more
$14

Hooks Library

24 production-ready hooks across 6 categories. Drop in, configure, ship.

  • Quality hooks: linting, testing, secrets detection
  • Safety hooks: damage control, backup, force-push guard
  • Integration hooks: Slack, Telegram, Linear, Obsidian