SeifBenayed

Claude Code SDK — AI skill for Claude Code

AI community intermediate

Open-source, provider-agnostic CLI for AI agents.

How to install Claude Code SDK

This entry records only its repository, not the path inside it, so there is no exact command to give. Open SeifBenayed/cloclo and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Claude Code SDK does

[](https://www.npmjs.com/package/cloclo) [](https://www.npmjs.com/package/cloclo) [](LICENSE)

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README

cloclo

[](https://www.npmjs.com/package/cloclo) [](https://www.npmjs.com/package/cloclo) [](LICENSE)

**The multi-agent runtime.**

Cloclo is a runtime and CLI for agents that think, coordinate, and execute together over **NDJSON**. It is not another chat UI. It is the substrate: **AICL-native agent orchestration, shared tools, shared memory, shared skills, 13 model providers, zero native dependencies.**

Build agents, wire them over NDJSON, let them run on the best model for the job.

What is Cloclo

Cloclo is an open-source **multi-agent runtime**.

It gives agents a common execution environment:

  • NDJSON bridge first: line-oriented stdin/stdout transport for programmatic control
  • AICL-native: agents can communicate in a shared inter-agent protocol
  • 13 providers: run the same agent system on Anthropic, OpenAI, Gemini, Ollama, and more
  • Shared infrastructure: tools, memory, skills, permissions, hooks, sessions
  • Single-file runtime: shipped as claude-native.mjs, with zero native deps

The terminal UI exists, but it is not the center of the architecture. The center is the runtime.

If Claude Code is an end-user product, Cloclo is closer to the layer underneath: the programmable environment where many agents can coexist, collaborate, and be composed into larger systems.

AICL Protocol

**AICL** stands for **Agent Interlingua for Cooperative Labor**.

It is Cloclo's native protocol for agent-to-agent communication. AICL gives agents a compact shared language for ownership, intent, evidence, confidence, state changes, constraints, and handoffs.

Core symbols:

  • ω — who owns the message
  • ψ — goal / intent
  • ∂ — what changed
  • ◊ — hypothesis
  • ⊤ / ⊥ — verified true / false
  • σ — confidence
  • ε — evidence
  • λ — actions
  • κ — constraints
  • → — handoff
  • ∇ — direction

Example:

ω:planner → coder | ψ:fix(auth.null_ref) | ε:src/auth.js:42 | ◊:missing_guard σ:0.9 | λ:patch→test | ∇:ship

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