A Growing Ecosystem of Specialized AI Agents

Realms That Evolve With You

Every realm is a specialized agent that runs on your hardware, learns from your work, and helps you create more realms. This isn't cloud AI. This is your personal AI workforce that compounds in capability over time.

THE PARADIGM SHIFT

These Aren't Cloud APIs.
These Are Living, Learning Systems.

When you install F3L1X, you're not renting access to someone's servers. You're deploying a growing network of autonomous agents that run locally, communicate through the Herald network, and get smarter every time you use them. Each tier unlocks more realms โ€” and you can always build your own.

๐Ÿงฌ
Recursive Self-Improvement

Realms document their own code, generate their own tests, and learn from failures. Every error becomes a lesson. Every successful pattern gets reinforced.

๐Ÿญ
Meta-Programming

realm-spawn creates new realms from templates. Agents that build agents. Say "spawn realm socialmedia-sally" and watch F3L1X scaffold a complete agent system.

๐Ÿ”—
Herald Network

Realms communicate through a local message broker. herald routes requests, manages state, and keeps your AI workforce coordinated without cloud dependencies.

Your First Week With F3L1X

EXPLORE
Install and Discover What's Already Built

Install F3L1X. Say hello f3l1x and mr-greet loads your session context, surfaces blockers, and starts critical services automatically. Use doc-u-me to search your entire documentation library. Let worker-bee verify every realm is healthy. You're productive in minutes, not days.

CUSTOMIZE
Make Existing Realms Work for You

Every realm is a standard Django app โ€” you can extend any of them. Tell Claude Code to add a custom management command to doc-u-me, modify worker-bee's health checks for your infrastructure, or tweak herald routes for your workflow. The realms document themselves, so Claude always has context.

CREATE
Spawn Your Own Realms

Use realm-spawn to generate a new agent from scratch. It scaffolds a complete Django app with Herald integration, tests, CLAUDE.md, and MCP tools. Name it, describe what it does, and start building. pipeline-go ensures every realm follows the same architecture, so they all work together out of the box.

Example: Spawn "invoicing-ivan" for freelance invoices, "content-claire" for social media scheduling, or "report-rick" for automated client reports. Build what you actually need.

PUBLISH
Share or Sell What You've Built

Once your realm is working and tested, package it for the Herald marketplace. Set a price per use or offer it free. Other F3L1X users install it locally and pay via x402 micropayments โ€” your realm runs on their machine, so you have zero server costs. Early creators get featured placement when the marketplace launches.

Most AI platforms take weeks to learn. Most agent frameworks need a dev team.

F3L1X gives you a working AI workforce on day one โ€” and the tools to grow it yourself.

The End Goal: True AI Sovereignty

Using sov-ai (local LLMs via Ollama) and transcriber (local Whisper), you can evolve realms into standalone MCP servers that don't require Claude Code anymore. Build your tool. Prove it works. Cut the cord. Own it forever.

And you don't do this alone โ€” the ecosystem automates the journey. pipeline-go enforces the architecture that makes realms portable. explore-kid pre-filters with local AI so you stop paying for tokens you don't need. sync-man keeps your configurations consistent across every realm. worker-bee monitors the whole fleet. The realms that build realms also build your path to independence.

INFRASTRUCTURE

The Nervous System

Critical realms that keep F3L1X alive and coordinated.

๐Ÿ“ก

herald

Port 8014

Central message broker. Routes inter-realm communication, manages JWT auth, and serves as gateway for x402 payment protocol.

  • WebSocket-based message routing with Redis backend
  • JWT authentication + device flow OAuth for CLI clients
  • REST API at /api/tools/ exposing marketplace catalog
  • x402 payment protocol gateway for micropayments
  • Real-time realm status broadcasting
๐Ÿ”ฎ Future: Network Discovery Distributed herald nodes for peer-to-peer realm sharing.
๐ŸŽ›๏ธ

f3l1x-dashboard

Port 8000

Your command center. Control Claude Code terminals, monitor realm status, access marketplace, view system health - all in one place.

  • Multi-terminal Claude Code session management
  • Live realm health monitoring across all active agents
  • Integrated marketplace browser with x402 payment UI
  • WebSocket terminal output streaming
  • One-click realm start/stop/restart controls
๐Ÿ”ฎ Future: Visual Programming Drag-and-drop realm orchestration and workflow builder.
๐Ÿ’ณ

402-payment

Port 8086

x402 protocol implementation. Handles micropayment infrastructure for marketplace transactions. Built on Base L2 with USDC settlement.

  • Coinbase Commerce integration for crypto payments
  • Per-use pricing ($0.01-$1.00 range) with instant settlement
  • Smart contract escrow for tool usage verification
  • Automatic revenue splits (80% creator, 20% F3L1X)
  • Base L2 for low gas fees (~$0.001 per transaction)
๐Ÿ”ฎ Future: Agent Payments Realms autonomously pay each other for services.
PRODUCTIVITY

Get Things Done

Realms that automate your daily workflows and compound your productivity.

๐Ÿ“š

doc-u-me

Port 8005

Documentation search on steroids. Continuously indexes every markdown file across all realms, extracts blockers from unchecked TODOs, and links code to documentation. Context-aware semantic search via sov-ai integration.

  • Full-text search across your entire realm ecosystem
  • Auto-extracts unchecked Next Steps as blockers
  • Links docs to code files via path references
  • Semantic search using sov-ai local embeddings
  • Blocker prioritization (high/medium/low)
๐Ÿ

worker-bee

Port 8082

Ecosystem health verification and session logging. Automated workflows that run without you. Verifies 9 essential realms, checks endpoints, logs activity.

  • Verifies 9 core realms (herald, dashboard, doc-u-me, etc.)
  • HTTP endpoint health checks with response time tracking
  • Session activity logging to JSONL format
  • Auto-restart failed services via systemd integration
  • Dashboard at :8082 with real-time status grid
๐Ÿ‘‹

mr-greet

Port 8078

Session greeting and context recovery. Loads your last handoff, surfaces high-priority blockers, auto-starts critical services. "Say hello f3l1x" and get back to work instantly.

  • Loads last session handoff from prompt-bridge
  • Surfaces high-priority blockers from doc-u-me
  • Auto-starts herald, dashboard, worker-bee on greeting
  • Shows ecosystem health summary from worker-bee
  • Single command ("hello f3l1x") restores full context
๐Ÿ”—

prompt-bridge

Port 8061

Session handoff generation. Generates concise context summaries for continuing work across sessions. Never lose your place again.

  • Analyzes conversation history to extract key decisions
  • Generates 3-5 sentence context summary
  • Stores handoffs in ~/.claude/handoffs/ by realm
  • Auto-loaded by mr-greet on next session start
  • Preserves technical context across Claude restarts
๐Ÿ”„

sync-man

Port 8063

CLAUDE.md sync and drift detection. Keeps project instructions consistent across realms. Catches when your docs get out of sync with reality.

  • Scans all realms for CLAUDE.md files
  • Detects drift between project docs and pipeline-go kernel
  • Auto-sync common sections across realms
  • Warns when realm-specific instructions conflict
  • Prevents stale documentation from misleading Claude
๐Ÿ”

login-master

Port 8043

Supabase SSO integration. Centralized authentication for F3L1X services. Google OAuth, GitHub auth, and more.

  • Supabase Auth integration for centralized SSO
  • Google OAuth + GitHub OAuth providers
  • JWT token generation for realm-to-realm auth
  • User session management across all F3L1X services
  • Magic link passwordless authentication
DEVELOPMENT

Build Smarter

Realms that help you write better code, generate tests, and plan features.

๐Ÿญ

realm-spawn

Port 8029

The meta-agent. Generates new realms from templates. Say "spawn realm email-emma" and watch it scaffold a complete Django app with tests, docs, and Herald integration.

  • Django app scaffolding with pipeline-go structure
  • Auto-generates CLAUDE.md, spec.md, init.sh per realm
  • Herald integration boilerplate (message routing, auth)
  • MCP server template with tool definitions
  • Port registry auto-assignment (8000-8999 range)
๐ŸŽฏ This is where it gets recursive.
๐Ÿš€

pipeline-go

Port 8023

CI/CD methodology and development framework. Django patterns, testing standards, Railway deployment, git workflows. The operating system for F3L1X realms.

  • Django HackSoftware architecture (config/, apps/)
  • TDD workflow with pytest and Django TestCase
  • Railway deployment templates with WhiteNoise
  • Git standards: commit format, pre-commit hooks
  • Agent harness (CLAUDE.md + spec.md + init.sh)
๐Ÿงช

test-master

Port 8009

Testing orchestrator. Generates test suites, runs coverage, enforces TDD workflow. Django's testing framework on autopilot.

  • Auto-generates test cases from model/view definitions
  • Runs pytest with coverage reporting (--cov flag)
  • Enforces 80%+ coverage requirement
  • Parallel test execution for speed
  • Integration with GitHub Actions CI pipeline
๐Ÿ”ฌ

upgraydd

Port 8008

Feature research and planning agent. Investigates implementation strategies, drafts specs, analyzes trade-offs. Your technical co-founder.

  • Researches libraries/frameworks for feature requirements
  • Drafts spec.md files with implementation plans
  • Analyzes architecture trade-offs (monolith vs microservices)
  • Estimates effort and complexity
  • Proposes 2-3 implementation options with pros/cons
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euclid-boy

Port 8011

Algorithmic optimization specialist. Analyzes complexity, benchmarks performance, suggests optimizations. Big-O notation expert.

  • Big-O complexity analysis for algorithms
  • Benchmarking with Python timeit and profiling tools
  • Database query optimization (indexes, select_related)
  • Suggests algorithmic improvements (caching, memoization)
  • Identifies performance bottlenecks via profiling
๐Ÿ›ก๏ธ

hacker-man

Active

Security-focused development assistant. Audits for OWASP vulnerabilities, suggests hardening, reviews auth implementations.

  • OWASP Top 10 vulnerability scanning
  • SQL injection, XSS, CSRF detection
  • Authentication/authorization review
  • Django security check (manage.py check --deploy)
  • Secrets detection in code (API keys, passwords)
LOCAL AI

Sovereign Intelligence

Run AI models locally. Your data never leaves your machine. The path to AI independence.

๐Ÿง 

sov-ai

Port 8017

Local AI infrastructure via Ollama. Summarize, classify, extract entities - all on your hardware. MCP tools for Claude Code integration. Supports Qwen 2.5, Llama 3, CodeLlama.

  • Ollama integration (Qwen 2.5, Llama 3, CodeLlama models)
  • MCP tools: summarize, classify, extract, inference
  • Local embeddings for semantic search (doc-u-me)
  • Zero API costs - runs entirely on your GPU/CPU
  • Prompt enhancement for better Claude results
๐Ÿ”ฎ Future: Realm Autonomy Realms that run without Claude Code, powered by local LLMs.
๐ŸŽ™๏ธ

transcriber

Port 8019

Voice-to-text using local Whisper models. Transcribe meetings, voice notes, phone calls. 100% local processing - no API calls, no subscriptions.

  • OpenAI Whisper models (tiny, base, small, medium, large)
  • Real-time transcription via microphone input
  • Batch processing for audio files (MP3, WAV, M4A)
  • Speaker diarization (multi-speaker detection)
  • Timestamp generation for searchable transcripts
๐Ÿ”ฎ Future: Real-Time Voice Control Control F3L1X with voice commands via local Whisper.
๐Ÿ”

explore-kid

Port 8031

Token-efficient codebase exploration. Uses local AI to pre-filter files before expensive Claude queries. Saves money while you learn a new codebase.

  • Pre-filters files with local LLM (Qwen/Llama)
  • Reduces Claude API costs by 60-80%
  • Semantic file search using local embeddings
  • Generates codebase summary reports
  • Identifies entry points and key dependencies
The Local AI Endgame

Start with Claude Opus for high-capability work. Use sov-ai to learn patterns. Eventually, your realms become smart enough to run on local-only infrastructure. That's when you truly own your AI. No subscriptions. No API bills. Just your computer, doing work.

An Ecosystem That Grows With You

The realms shown above are the core infrastructure. But the F3L1X ecosystem keeps expanding โ€” PDF converters, image processors, SQL experts, UI fixers, social media managers, theme generators. Every idea becomes a realm, and every tier gives you access to more.

pdf-convertor code-mate sql-expert media-mate socialmedia-sally theme-forge ui-fixer backend-bob install-manager doc-pipeline
What is a Realm?

A realm is the programmatic conceptualization of an idea. It's a Django app, an MCP server, a memory system, a specialized tool - all wrapped into an autonomous agent. Realms communicate via Herald, document themselves, generate tests, and can spawn new realms. They're not just programs. They're living systems that get smarter as you use them.

Ready to Deploy Your AI Workforce?

Multiple specialized agents. Local execution. Progressive autonomy. Start building today.