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ZugaMind

Zuga-Technologies/zugamind

Always-on attention sidecar that wakes Claude Code, OpenClaw, Codex or Hermes only when something matters

In short

ZugaMind is an always-on attention sidecar that watches your sources without model calls and wakes an agent harness, including Hermes, with a briefing only when something wins a salience contest and clears a budget gate. It uses only the Python standard library.

What ZugaMind does

Cron wakes an agent on a schedule; ZugaMind wakes it because something happened. It watches configured sources for free, with no model calls while idle, runs a Global Workspace salience competition over what it sees, and wakes the harness with a continuity briefing only when something wins and clears a fail-closed budget gate.

The zugamind command starts a detached daemon that keeps running after the terminal closes, and any terminal can attach to watch it. Subcommands include start, status, watch and stop, plus operator tools doctor, logs, budget, explain and verify --dry-run. An offline demo needs no key or network, and the README reports 262 tests that run without network access. It runs on Linux, macOS and Windows with Python 3.10 to 3.13. Example harness configs sit in examples/harness-configs, and an integration for a shared fix pool called AgentPool is described.

Key features

  • Event-driven wake-ups instead of fixed schedules
  • Free watching with no model calls while idle
  • Fail-closed budget gate
  • Detached daemon with start, status, watch and stop
  • Doctor, logs, budget and explain commands
  • Zero dependencies, Python standard library only

When to use it

  • Waking Hermes only when a watched source changes
  • Capping how much an always-on agent can spend in a month
  • Debugging why a cycle did or did not wake the agent

Who it is for: Developers who run agent harnesses continuously and want to avoid paying for empty wake-ups.

How it fits with Hermes Agent

Hermes is one of the harnesses ZugaMind can wake, alongside Claude Code, OpenClaw, Codex CLI and any CLI process.

How to install ZugaMind

These commands are copied from the project's README. Check the repository for the latest steps before you run them.

git clone https://github.com/Zuga-Technologies/zugamind.git
cd zugamind
python demo.py
pip install -e .

Requirements: Python 3.10+ and git

FAQ

What is ZugaMind?

ZugaMind is a sidecar that monitors sources cheaply and wakes an agent harness with a briefing only when something deserves attention and fits the budget.

Does ZugaMind work with Hermes Agent?

Yes. The README lists Hermes among the harnesses it can wake, alongside Claude Code, OpenClaw and Codex CLI. You copy the harness config that matches your agent from examples/harness-configs.

Is ZugaMind free and open source?

Yes. The repository is released under the Apache-2.0 license.

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