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Arka Platform

Why arka-deck

arka-deck is a local open-source console for orchestrating AI agents on real projects.

The problem

Section titled “The problem”

AI agents can execute, but they too often start from scratch.

  • They forget context between sessions.
  • They depend heavily on each provider’s native capabilities.
  • They improvise their methods.
  • They produce decisions or artifacts that are rarely structured, versioned or reusable.

You want to entrust a real folder to an AI agent — an audit, a rewrite, technical writing. But without a frame, the agent gives you a useful deliverable once, then makes you start over next time.

What arka-deck adds

Section titled “What arka-deck adds”

A local layer that orchestrates what your agents do, remember and reuse:

  • Local projects — the agent works on a folder of your disk, not in an ephemeral sandbox.
  • Pre-installed providers — Claude, Gemini, Codex CLI; you keep control of keys and model.
  • Specialized profiles — the agent takes a versioned role (architect, lawyer, QA, etc.) rather than an improvised system prompt.
  • Execution flowmaps — an explicit progression frame for structured missions.
  • Persistent memory — decisions, methods and learnings are captured and reinjected.
  • Governance — rules, permissions, traces. The agent acts fast, but within a frame.
  • Activatable addons — memory, governance, squad, connectors. You choose.
  • Squad and leader — go from an isolated agent to a structured agentic team.

What arka-deck is not

Section titled “What arka-deck is not”
  • Not just a prompt library. Profiles are versioned entities, not copy-paste.
  • Not yet another agent framework. arka-deck does not reinvent the chat turn. It organizes it.
  • Not a layer that erases providers. Each provider keeps its native capabilities, modes and permissions.
  • Not a mandatory cloud product. Everything runs on your machine. The public Cortex is read-only.

Vision

Section titled “Vision”

AI agents will become more powerful, specialized and autonomous. But their value will not depend solely on their ability to execute a task.

It will also depend on their ability to:

  • Work with the right context
  • Respect rules
  • Reuse past decisions
  • Collaborate with other agents
  • Enrich an operational memory

arka-deck exists to build that layer.

Agents execute. arka-deck orchestrates. Cortex organizes knowledge.

What next?

Section titled “What next?”