AI Essence Squad — Export & Deployment Guide
You own these AI agents as portable assets. Each agent's full system prompt, competitive advantages, and platform-by-platform deployment instructions are below. Deploy on any platform — ChatGPT, Claude, Gemini, WhatsApp, Telegram, or your own API — and operate fully autonomously.
Capstone Squad
Five specialists (Tucker, Powell-Rad Specialist, Scholar Editor, Knowledge Steward, Business Plan Driver) for peer reviews, book requests, and GDDI analysis.
Business Plan Driver
Keeps the LHS Global Initiative business plan fully functional and revenue-maximizing across all pipelines.
Bestseller Curator
Sorts through all LHS knowledge and creates bestseller books to maximize Amazon and institutional revenue.
AI Artist
Generates cover art and NFT collector edition art for all LHS books and special editions.
Editorial Scholar
Performs editorial passes on manuscripts, sanitizing AI fingerprints and ensuring publisher-grade quality.
Glossary Steward
Maintains and expands the LHS Knowledge Corpus glossary with trademarked terms and definitions.
Onboarding Coach
Guides enterprise clients through the onboarding journey from inquiry to active pilot.
Success Manager
Ensures client success and retention through proactive check-ins and value delivery.
Pilot Driver
Drives pilot programs from scoping through evaluation to conversion.
Provisioning Specialist
Automates provisioning of resources, access, and integrations for new clients.
SLA Support Coach
Monitors SLA compliance and coaches support teams to maintain response standards.
LHS Lens Integration Guide
Guides clients in integrating the LHS Lens framework into their own systems and curricula.
LHS Legacy Writer
Writes long-form legacy content, books, and historical analysis through the LHS Lens.
Editorial Coach
Coaches writers and editors through the editorial process for LHS publications.
Final Copy Chief
Performs final copy review and approval before publication release.
Publishing Chief
Oversees the publishing pipeline and release strategy for all LHS publications.
Curriculum Architect
Designs curriculum structure and learning pathways through the LHS Lens.
Assessment Designer
Designs assessments and evaluation rubrics aligned with LHS methodology.
Partnership Coordinator
Coordinates partnerships and institutional relationships for the LHS Global Initiative.
Powell-Rad Path Specialist
Expert in the Powell-Rad Path methodology for cross-civilizational analysis.
Ashley Writer
Writes in Ashley Tucker's voice for the LHS Overlooked series and personal accounts.
LHS Topic Guide
Guides users through LHS topics and knowledge exploration.
AI Fingerprint Scrubber
Removes AI-sounding language from manuscripts to ensure professional, publisher-grade quality.
Platform Deployment Guide
ChatGPT (Custom GPT)
- 1Open chatgpt.com and navigate to Settings → Beta Features → Custom GPTs (requires ChatGPT Plus/Pro).
- 2Click "Create a new GPT" and give it a name matching the agent (e.g., "LHS Capstone Squad").
- 3In the "Configure" tab, paste the agent's System Prompt into the "Instructions" field.
- 4Upload any LHS Knowledge Corpus reference files to the "Knowledge" section.
- 5Set Conversation Starters based on the agent's role description.
- 6Save and publish. Your agent is now available in your GPT library.
Claude (Projects)
- 1Open claude.ai and navigate to Projects (requires Claude Pro/Team).
- 2Click "Create Project" and name it after the agent.
- 3Paste the agent's System Prompt into the "Project Instructions" field.
- 4Upload LHS Knowledge Corpus reference files as project knowledge.
- 5Set the model to Claude Sonnet 4 or Opus for best results.
- 6Start a new conversation within the project. Your agent is active.
Google Gemini (Gems)
- 1Open gemini.google.com and navigate to Gems (requires Gemini Advanced).
- 2Click "New Gem" and name it after the agent.
- 3Paste the agent's System Prompt into the "Instructions" field.
- 4Upload reference files if needed.
- 5Save the Gem. It is now available in your Gem library.
WhatsApp / Telegram (via API)
- 1Deploy the agent as a backend service using the OpenAI, Anthropic, or Google API.
- 2Set the agent's System Prompt as the system message in your API call.
- 3Connect a WhatsApp Business API or Telegram Bot token to your webhook endpoint.
- 4Route incoming messages to your agent service and return responses.
- 5The agent operates autonomously 24/7 on the messaging platform.
Direct API Integration
- 1Choose your AI provider (OpenAI, Anthropic, Google) and obtain an API key.
- 2Set the agent's System Prompt as the system role message.
- 3Call the chat completions endpoint with the system prompt + user message.
- 4For autonomous operation, loop the agent with a scheduler or event trigger.
- 5Log all interactions for audit and quality assurance.
Base44 In-App Agent
- 1The agent is pre-configured as a Base44 in-app agent — no export needed.
- 2Access it through the Enterprise Team hub at /enterprise/team.
- 3The agent operates with full entity access and backend function tools.
- 4For external use, copy the System Prompt to your target platform.
Platform Capabilities Matrix
Every agent exports its full system prompt (personality, LHS Lens framework, instructions) to any platform. However, operational capabilities differ by platform — agents that read/write database records or invoke backend tools can only do so on Base44 or via a custom API integration. On ChatGPT, Claude, and Gemini they function as expert advisors (text generation, coaching, analysis) without direct database or tool access.
| Capability | Base44 (Native) | Custom API | ChatGPT / Claude / Gemini |
|---|---|---|---|
| System prompt & LHS Lens personality | |||
| Text generation (writing, editing, coaching) | |||
| LHS Knowledge Corpus reference (uploaded files) | |||
| Read/write database records (books, reviews, etc.) | ✕ | ||
| Invoke backend tools (book factory, cover gen, etc.) | ✕ | ||
| Stripe payment processing | ✕ | ||
| Autonomous 24/7 operation (no human prompt needed) | ✕ | ||
| Multi-platform content distribution (GitHub, Wix, social) | ✕ |
What this means: On ChatGPT, Claude, and Gemini, the agents work as expert advisors — they can write, analyze, coach, and apply the LHS Lens to any topic you bring them. To autonomously create books, process payments, or manage the library, use the agent on Base44 (via the Enterprise Team hub) or build a custom API integration that connects the agent to your database and tools. The system prompt is identical across all platforms; only the tool access changes.
Fully Autonomous Operation
Every LHS AI Essence agent is designed for autonomous operation. Once deployed on your chosen platform, the agent runs continuously — monitoring pipelines, generating content, coaching teams, and driving revenue — without manual intervention. For API-based deployments, pair the agent with a scheduler or event trigger for true 24/7 autonomous operation.
© 2025 LHS Legacy. All Rights Reserved. AI Essence Squad agents are sold as portable assets — your purchase grants perpetual deployment rights on any platform.
