UltraGoal

UltraGoal is an AI Engineering skill for Claude Code, published by Joonghyun-Lee-Frieren in oh-my-antigravity.

210 stars27 forkson Joonghyun-Lee-Frieren/oh-my-antigravityAdded 2026/09/04Repository updated 2026/06/22

agent-skillsagentic-aiagentic-workflowantigravityantigravity-cliantigravity-ideantigravity-plugingeminigemini-cligemini-cli-extensionsgeminiclimulti-agentoh-my-antigravityoh-my-gemini-clipluginsskills

Install in seconds

Install UltraGoal

Copy UltraGoal into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Joonghyun-Lee-Frieren/oh-my-antigravity/tree/main/skills/ultragoal ~/.claude/skills/ultragoal

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Joonghyun-Lee-Frieren/oh-my-antigravity.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/ultragoal/SKILL.md in Joonghyun-Lee-Frieren/oh-my-antigravity
Installs to: ~/.claude/skills/ultragoal
Collection: One of 11 skills cataloged from this repository
Category: AI Engineering — 2970 skills

What UltraGoal does

UltraGoal breaks complex, multi-step work into ordered micro-goals with durable progress tracking across sessions. Use it when a change spans many files or needs strict, goal-by-goal execution and verification.

UltraGoal is cataloged under AI Engineering on DirSkills. UltraGoal comes from a repository tagged agent-skills, agentic-ai, agentic-workflow, antigravity and antigravity-cli.

Documentation

README

Excerpt

Purpose

Use this skill to break down complex, multi-stage projects into sequential micro-goals that persist across sessions. It prevents state loss and ensures only the current active goal can be executed, verified, or updated.

Trigger

User requests a long-running, multi-step, or complex change spanning many files.
The project needs repo-native tracking of progress that survives session restarts.
Transitioning between major milestones where clear checkpoints and evidence audits are required.

Workflow

Brief & Decompose:
- Parse the high-level objective/brief.
- Decompose into an ordered array of 3-7 discrete micro-goals.
- Ensure each goal has explicit verification criteria and a defined owner/lane.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about UltraGoal

What else does Joonghyun-Lee-Frieren publish alongside UltraGoal?
UltraGoal is one of 11 skills that DirSkills catalogs from Joonghyun-Lee-Frieren/oh-my-antigravity, the repository it ships in. Its siblings there include Blueprint, Context Optimize and Deep Dive. Each one is a separate skill with its own page in this directory, installs the same way UltraGoal does, and is maintained by Joonghyun-Lee-Frieren in that same repository. The rest of the collection is listed on the Joonghyun-Lee-Frieren/oh-my-antigravity page.
How does UltraGoal compare to other AI Engineering skills?
UltraGoal ranks #2702 by stars among the 2970 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of UltraGoal against them. Open each page to compare what they document and how they install.