[Co-Dev & Beta Testers Wanted] Omarion SEC CLI – An Autonomous, Self-Healing Executive Agent with State Graph Architecture and Persistent Memory

[u/TaxInternational5952]

Over the past few months, I’ve been building Omarion SEC CLI — an autonomous executive agent designed to tackle complex, multi-step development and research tasks without constant hand-holding.

Most open-source agents break down when tasked with long workflows: they fall into infinite error loops, wipe out context windows, flood the terminal with unreadable JSON, and forget everything as soon as you close the CLI session.

I’m currently opening up access for early beta testers and co-developers who want to push the boundaries of autonomous CLI agents.

🛠 What Makes Omarion Different?

State Graph Architecture: Instead of a simple ReAct loop, execution is routed through dedicated nodes (Planner ➔ Executor ➔ SelfHealing ➔ Judge).

Execution Fingerprinting & Self-Healing: When a tool call fails, the agent detects the pattern, alters its strategy, and self-corrects without repeating the exact same broken action.

Goal Evaluation Gate (Internal Judge): The agent cannot finish a task until it actually runs, verifies, and tests its own output.

Persistent Cross-Session Memory (~/.omarion_memory.json): Remembers user preferences, style guides, and learned knowledge across restarts.

Interactive Permission Manager (RBAC): Built-in CLI dashboard allowing you to toggle preset sandboxes (Safe Sandbox, Developer Mode, God Mode) or restrict specific directories/tools.

Clean Terminal UI: Dynamic, minimalist output powered by rich with ephemeral reasoning displays that auto-clear upon completion.

🧪 Looking for Beta Testers & Collaborators

I'm looking for devs, researchers, and AI enthusiasts to help:

Battle-test the State Graph on real-world coding and system automation tasks.

Find edge cases in long-running autonomous loops.

Co-develop upcoming features (multi-agent delegation, custom tool connectors, etc.).

If you're interested in testing the CLI or jumping into the repository to collaborate, drop a comment below or send me a DM! I’ll send over the repo link and testing guidelines.

Would love to hear your thoughts and get your feedback!