_{Agentic Nexus Operating Layer & Interface System Architecture}

The operating system layer for Agent workloads.

Let Agents drive the system straight from your terminal, and strip the tool responses that reach the model before they cost you — while keeping the Shell, Agent framework, and sandbox you already run.

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ANOLISA is a server-side operating layer for AI Agent workloads. It addresses three practical constraints of Agent execution: terminal entry, Token cost, and execution environments. Keep the Shell, Agent framework, and sandbox you already use. ANOLISA CLI provides a single installation entry point, while each capability can be enabled independently.

01 · AGENT INTERFACE

cosh-ng gives Agents a structured, predictable interface for Shell and system operations. Keep the Agent framework and sandbox already in use, and bring system work into the existing terminal workflow.

Get started with cosh-ng →

02 · CONTEXT EFFICIENCY

Token-less removes redundancy from tool schemas and responses. Agent Memory reuses context across sessions, SkillFS exposes Skills as views and mounts them on demand so only the relevant ones enter the context, and AgentSight records where Tokens are actually spent.

debug and trace are dropped by the field blacklist, metadata as null, and tags / extra as empty values. Compression runs between the Agent and the model, so no Agent framework code changes. Dropped array items stay retrievable through a <<tokenless:KEY>> marker, which keeps the compression reversible.

Savings apply to the tool responses entering the context, not to the whole session bill — the Token-less README explains how to estimate the effect for a given workload.

Get started with Token-less →

03 · EXECUTION RUNTIME

ANOLISA is building out the Agent execution environment: Agent Sec Core isolates risky operations, and ws-ckpt keeps recovery points for workspace changes.

Start with ANOLISA CLI →

ANOLISA CLI is the common installation entry point. Enable cosh-ng, Token-less, or other capabilities as needed.

curl -fsSL https://get.agentic-os.sh | bash

anolisa install cosh-ng
anolisa install tokenless

Run cosh-ng to enter the Agent-native shell, or point any existing Agent at it — Token-less applies to tool calls without further configuration.

Read the Quick Start →

Quick Start · Installation · User Guide · Troubleshooting · Build from Source · Changelog

Scan with DingTalk to join the ANOLISA community.

• Open an issue for bugs and feature requests.
• Read CONTRIBUTING.md before submitting a pull request.
• Report vulnerabilities through the Security Policy.

ANOLISA is released under the Apache License 2.0.