Skip to content

Add M3TA OS agent architecture and EEVL workflow automation system#89

Open
EagleEyeVisionLabz wants to merge 7 commits intoTechHutTV:mainfrom
EagleEyeVisionLabz:claude/build-meta-os-architecture-hidBq
Open

Add M3TA OS agent architecture and EEVL workflow automation system#89
EagleEyeVisionLabz wants to merge 7 commits intoTechHutTV:mainfrom
EagleEyeVisionLabz:claude/build-meta-os-architecture-hidBq

Conversation

@EagleEyeVisionLabz
Copy link

Summary

This PR introduces M3TA OS, a comprehensive file-tree agent architecture for Eagle Eye Vision Labz (EEVL) built on Jake Van Clief's "Agents as Folders" framework. The system orchestrates multiple autonomous agents, sub-agents, and MCP servers to automate business workflows across client onboarding, media production, content pipeline, and event management.

Key Changes

Core Architecture

  • orchestrator.json: Master configuration governing all EEVL workflows, sub-agents, and MCP servers
  • CLAUDE.md & CLAUDECLAW.md: Comprehensive documentation of the M3TA OS system design and integration bridge between homelab infrastructure and SaaS tools

Workflow Systems (5 major workflows)

  • Client Onboarding: Lead capture → Sales call → Contract/Invoice → Project kickoff (5 tasks with schemas, tools, and prompts)
  • Media Production: Pre-production → Shoot day → Post-production → Client delivery (4 tasks with full automation)
  • Content Pipeline: Idea harvest → Content creation → Design assets → Multi-platform distribution (4 tasks)
  • Club Trapeze Management: Event promotion, social media, revenue reporting, ops strategy (4 tasks)
  • Gold Star Flag Football: Registrations, event coverage, season reporting, tryout campaigns (4 tasks)

Sub-Agents (8 autonomous agents)

  • Onboarding Agent: Executes complete client kickoff within 5 minutes of contract signing
  • SocialBot: Multi-platform content distribution across Facebook, Instagram, TikTok, LinkedIn, email
  • MeetingScribe: Processes Lark meeting recordings into structured summaries and ClickUp tasks
  • TaskMaster: Intelligent task management and auto-assignment based on team capacity
  • DocuMind: Contract analysis and legal document risk flagging
  • CodeReview: Automated GitHub PR review and feedback
  • EEVL Creative: Brand-kit design generation and asset management
  • Sparrow Handoff: Post-production file packaging and notification

MCP Servers & Integrations (12 configured)

  • CRM/Data: GoHighLevel, Airtable, Notion, Google Drive
  • Project Management: ClickUp with AI automation
  • Communication: Lark (messaging + meetings)
  • Payments: Stripe (invoicing, subscriptions)
  • Content/Design: Canva API, OpenRouter (multi-model LLM routing)
  • Web Scraping: Apify (TikTok, Instagram, trend monitoring)
  • Automation Engines: n8n, Make.com, Lark Bot, GHL workflows

Knowledge Base & Skills

  • MyMind AI: Second brain integration with 5 Claude Code skills (/vault-setup, /pdf-synthesize, /tlddr, /canvas-gen, /daily-brief)
  • Auto Research: Self-improving skill optimization system with eval suites for continuous improvement

Configuration Files

  • Each workflow includes: schema.json (input/output specs), tools.json (API/MCP definitions), prompts.md (agent instructions), and workflow.json (orchestration)
  • Each sub-agent includes: config.json (trigger/model settings), data/schema.json, tools.json, and prompts.md

Implementation Details

  • Schema-driven: All tasks use JSON Schema for input/output validation and type safety
  • Prompt-based: Each agent has detailed role definitions, capabilities, and execution instructions
  • Tool abstraction: Unified tool definitions across MCP servers, APIs, and automation engines
  • Trigger-based: Sub-agents activate on specific events (contract_signed, lark_meeting_end, github_pr_opened, etc.)
  • Modular design: Workflows composed of independent tasks that can be chained or executed standalone
  • Multi-model support: OpenRouter integration enables routing to Claude, GPT-4o, Gemini, NVIDIA Nematron based on task requirements

Files Added

  • 100+ configuration and schema files
  • 40+ prompt files defining agent behaviors
  • 30+ tool definitions
  • 5+ workflow orchestration files
  • 8+ sub

https://claude.ai/code/session_01Q5hzLMKoYx5NDreQZdy9cC

claude added 7 commits March 15, 2026 19:56
Complete implementation of the M3TA OS system for Eagle Eye Vision Labz
using Jake Van Clief's "Agents as Folders" framework. Includes:

- 5 workflow pillars (Media Production, Content Pipeline, Gold Star,
  Club Trapeze, Client Onboarding) with 20 task folders, each containing
  prompt.md, tools.json, and schema.json leaf nodes
- 8 sub-agents (MeetingScribe, DocuMind, CodeReview AI, TaskMaster AI,
  EEVL Creative, SocialBot, Sparrow Handoff, Onboarding Agent)
- 9 MCP server configurations (Google Drive, Gmail, Stripe, ClickUp,
  Notion, LLM Router, Airtable/GHL, Lark, Web Scrape)
- 6 automation engine configs (n8n, Make, GHL, ClickUp AI, Lark Bot,
  Airtable Automations)
- 7 knowledge base configs (Kortex.ai, Notion, Airtable, Google Drive,
  NotebookLM, OpenRouter, GitHub)
- Auto Research self-improving skill system with binary eval suites
  (inspired by Andrej Karpathy's auto-research methodology)
- CLAUDE.md with full tech stack and Claude Code Guide integration
- CLAUDECLAW.md bridge layer mapping homelab infra to M3TA OS

https://claude.ai/code/session_01Q5hzLMKoYx5NDreQZdy9cC
Refined program.md mutation strategy, expanded eval README with
examples, and improved binary criteria in media-production and
client-onboarding eval suites.

https://claude.ai/code/session_01Q5hzLMKoYx5NDreQZdy9cC
Completed prompt, tools, and schema files for SocialBot and
Sparrow Handoff agents. Updated club-trapeze-social eval suite
and auto-research run configuration.

https://claude.ai/code/session_01Q5hzLMKoYx5NDreQZdy9cC
Updated prompt, tools, and schema for the Onboarding Agent
that handles full client kickoff sequence automation.

https://claude.ai/code/session_01Q5hzLMKoYx5NDreQZdy9cC
Completed prompt, tools, and schema for EEVL Creative agent
and multi-platform distribution data schema.

https://claude.ai/code/session_01Q5hzLMKoYx5NDreQZdy9cC
Integrates MyMind AI as the personal cognitive layer of M3TA OS:
- knowledge-base/mymind/ config and README with vault structure
- 5 skills: /vault-setup, /daily-brief, /tlddr, /canvas-gen, /pdf-synthesize
- Auto Research eval suite for knowledge capture optimization
- Updated orchestrator.json, CLAUDE.md, CLAUDECLAW.md with MyMind references
- Document synthesis pipeline: PDF → LLM extraction → cheat sheet → vault

https://claude.ai/code/session_01Q5hzLMKoYx5NDreQZdy9cC
Updates LLM router with Nematron 3 Super (120B MoE, 12B active,
1M context, 85.6% PunchBench) as the recommended brain for
persistent 24/7 agentic workloads. Adds NemoClaw enterprise agent
platform (hardware-agnostic, open-source, security-first) as the
production agent runtime. Documents full Claw variant ecosystem
(NanoClaw, ZeroClaw, PicoClaw, IronClaw, MultiClaw) for
specialized deployments. Updates model routing strategy across
CLAUDE.md, CLAUDECLAW.md, orchestrator, and LLM router config.

https://claude.ai/code/session_01Q5hzLMKoYx5NDreQZdy9cC
@TechHutTV
Copy link
Owner

@EagleEyeVisionLabz what the hell is this

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

3 participants