Abu-Cowork plugin: Local-First AI Agent Desktop App

A local-first, open-source AI agent desktop app with multiple models, evolving skills, and planned DeepSeek Harness integration.

What this plugin does

The Abu-Cowork plugin is a local-first AI agent desktop app, serving as an open-source alternative to Claude Cowork. It supports multiple models, self-evolving skills, and privacy-first design. DeepSeek Harness integration is in progress, with stable releases currently using Abu's native harness.

The Abu-Cowork plugin is a desktop application that runs AI agents locally, inspired by Claude Code's Cowork mode. It can read files, run commands, write documents, and build reports on the user's machine. The app features autonomous planning, 29 built-in skills, and self-evolving capabilities. It supports multi-agent parallel execution, scheduled tasks, and IM bot integration. Data remains 100% local for privacy. The project is evolving toward pluggable agent runtimes, with DeepSeek Harness among the first integration targets.

Documented capabilities

Autonomous Task Execution

The Abu-Cowork plugin plans and executes complex tasks end-to-end, invoking tools, reading/writing files, and running commands on the local machine.

Self-Evolving Skills

After multi-step workflows, the plugin offers to crystallize them into reusable skills, which can be invoked by name in future sessions.

Multi-Agent Parallel Execution

The plugin can run up to five background agents simultaneously, each executing tasks independently with real-time progress tracking.

Practical use cases

Local Document Generation

Users can ask the Abu-Cowork plugin to draft documents with live Markdown preview, generating content directly on their machine.

Automated Workflows

The plugin supports cron-based scheduled tasks and event triggers, automating workflows based on HTTP, file changes, or IM messages.

Privacy-Sensitive Environments

With 100% local data and a security sandbox, the plugin suits environments where data privacy is critical.

Review before you install

Read the source, recent releases, requested permissions, network access, and maintainer history before trusting a third-party plugin.

Frequently asked questions

What is the Abu-Cowork plugin?

The Abu-Cowork is a local-first AI agent desktop app, an open-source alternative to Claude Cowork. It runs AI agents locally, supporting multi-model and self-evolving skills.

Does the Abu-Cowork support DeepSeek Harness?

DeepSeek Harness integration is in progress. The project is evolving toward pluggable agent runtimes, with DeepSeek Harness among the first integration targets. Stable releases currently use Abu's native harness.

Is the Abu-Cowork privacy-focused?

Yes, the plugin keeps data 100% local and includes a security sandbox with network isolation, aiming to protect user privacy.