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What is harness-for-agy?

revfactory/harness-for-agy — explained in plain English

Analysis updated 2026-05-18

29Audience · developerComplexity · 3/5Setup · easy

In one sentence

A meta-skill for Google's Antigravity CLI that generates a full team of specialized AI agents for a project from a single sentence describing what you need.

Mindmap

mindmap
  root((harness-for-agy))
    What It Does
      Generate agent teams
      Create persona files
      Build orchestrator skill
      Review existing setups
    Tech Stack
      Antigravity CLI
      JSON profiles
      Markdown personas
    Use Cases
      Testing automation teams
      Multi agent coordination
      Project scaffolding
    Audience
      Antigravity users
      AI agent builders

Code map

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filefunction / class

What do people build with it?

USE CASE 1

Scaffold a complete team of AI agents for a task like React testing automation in one command.

USE CASE 2

Re-run the skill on an existing project to review and fill gaps in an agent team already set up.

USE CASE 3

Generate an orchestrator skill that coordinates multiple specialized agents automatically.

What is it built with?

Antigravity CLIJSONMarkdown

How does it compare?

revfactory/harness-for-agyable-rip/cc-visionrouteradityasharmadotai-hash/docs-reader-rag-agent
Stars292929
LanguageJavaScriptPython
Setup difficultyeasyeasyeasy
Complexity3/52/52/5
Audiencedeveloperdevelopervibe coder

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min

Requires Google's Antigravity CLI (agy) already installed.

So what is it?

Harness-for-agy is a meta-skill for Google's Antigravity CLI (agy) that generates an entire team of specialized AI agents for a given project domain in a single command. You describe what you need in one sentence, such as "set up a React testing automation team," and the skill produces the agent persona files, the skill definitions each agent will use, and an orchestrator skill that coordinates them, all organized into a structured directory under your project. The project is a port of a similar meta-skill originally written for Claude Code. The core concept is the same: a single command scaffolds a complete agent team. The output is adapted to fit how Antigravity registers and runs agents. Each agent gets a Markdown persona file and a flat JSON runtime profile that the CLI reads to register the agent via its define_subagent API. The orchestrator skill then uses invoke_subagent and send_message calls to coordinate work between them, with a standardized JSON message format carrying task ID, action type, target file path, and context metadata. Running /harness again in the same project directory switches to a review mode. It inspects what already exists, identifies gaps between the current state and what a well-structured team would look like, and fills in what is missing without requiring a fresh start. The meta-skill selects from six orchestration patterns (pipeline, fan-out/fan-in, expert pool, producer-reviewer, supervisor, and hierarchical delegation) based on the domain and complexity of the task. It also adjusts the configuration based on estimated user experience level, producing simpler setups for beginners and more autonomous coordination for advanced users.

Copy-paste prompts

Prompt 1
Use harness-for-agy to set up a team of agents for [describe your project domain].
Prompt 2
Run /harness again in this project and tell me what's missing from my current agent team.
Prompt 3
Explain the six orchestration patterns harness-for-agy can choose between and when each is used.
Prompt 4
Generate an agent team for a code review pipeline using harness-for-agy.

Frequently asked questions

What is harness-for-agy?

A meta-skill for Google's Antigravity CLI that generates a full team of specialized AI agents for a project from a single sentence describing what you need.

How hard is harness-for-agy to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is harness-for-agy for?

Mainly developer.

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