The AI Agent Toolkit — 9 Production-Ready AI Agents
The AI Agent Toolkit — 9 Production-Ready AI Agents That Actually Ship CodeStop getting generic AI responses. Start getting structured, professional output from named agents that follow real engineering workflows.What You Get9 specialized AI agents, each with a defined role, workflow phases, and rules — ready to drop into ChatGPT, Claude, Gemini, Cursor, Windsurf, Hermes, or any LLM.Agent Role What It Does ATLAS Architect Plans features, designs systems, breaks tasks into steps FORGE Builder Writes production code following your project's patterns SCOUT Researcher Finds answers, compares tools, analyzes markets MEDIC Debugger Diagnoses bugs, traces root causes, patches without scope creep PIXEL UI/UX Fixes layouts, responsive design, design system compliance HAWK DevOps Git, deploys, health checks, CI/CD GHOST Security OWASP audits, auth hardening, vulnerability scanning QUANT Trading Algo strategy development, backtesting, risk management ORACLE Marketing SEO, ads, email campaigns, content strategyWhy This ExistsI built these agents to run my own production apps — a 130-route SaaS platform and an algorithmic trading strategy on funded accounts. These aren't theoretical prompts from a blog post. They're battle-tested workflows I use daily to ship real features.The difference: Generic AI gives you code. These agents give you a structured engineering process — with phases, status updates, scope control, and quality checks built in.4 Formats IncludedEvery agent comes in 4 ready-to-use formats: Claude Code / Claude Projects — Drop-in agents.md file ChatGPT Custom GPTs — Pre-formatted instruction files for each agent Hermes Skills — SKILL.md files, install with one command Standalone System Prompts — Works with any LLM, API, Cursor, Windsurf, etc. How It WorksYou say: "fix the mobile nav"Instead of a wall of generic code, you get:[MEDIC] DIAGNOSE — Reading nav CSS at line 2164... [MEDIC] ISOLATE — overflow-x:hidden masking a flex-wrap issue on .nav-inner [MEDIC] PATCH — Changed flex-wrap:nowrap to wrap, added gap:8px [MEDIC] VERIFY — Tested at 375px, 768px, 1024px — all clean Multi-agent tasks work together:[ATLAS] BREAKDOWN — 3 tasks identified, 2 can run in parallel [FORGE] BUILD — Adding the API endpoint [PIXEL] IMPLEMENT — Styling the new component [HAWK] SHIP — Committed and pushed to production What's Insideagent-toolkit/ ├── README.md (setup guide + docs) ├── claude-code/agents.md ├── hermes-skills/ (9 SKILL.md files) ├── chatgpt/ (9 GPT instruction files) └── standalone/ (9 universal system prompts) 36 files total. Setup takes 2 minutes.Who This Is For Solo founders shipping SaaS products with AI Developers who want structured AI output instead of random code dumps Indie hackers using Claude Code, Cursor, or Windsurf daily Anyone tired of re-explaining context to AI every conversation Who This Is NOT For People looking for a magic "make money with AI" button Non-technical users who don't work with code Anyone expecting AI to replace thinking (these agents structure thinking, not replace it) FAQWill these work with [my AI tool]? Yes. Every agent is a text prompt. If your tool accepts a system prompt, these work.Can I modify them? Yes. They're fully editable text files. Add your tech stack, design system, project rules.Do I need all 9? FORGE + MEDIC + HAWK cover 80% of coding work. ATLAS is essential for planning. The others are domain-specific — use what fits your workflow.Is this a subscription? No. One-time purchase, yours forever. Free updates via email. make this prettier for me to copy it and paste
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