Antigravity Superpowers
Enforces a "Plan-Act-Verify" loop. Agents must write a plan and tests before coding. Reducing bugs in complex feature builds.
mkdir -p ./skills/antigravity-superpowers && curl -sfL https://raw.githubusercontent.com/mayurrathi/awesome-agent-skills/main/skills/antigravity-superpowers/SKILL.md -o ./skills/antigravity-superpowers/SKILL.mdRun in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
# 3.1.2 Antigravity Superpowers
This skill defines the core methodology for autonomous feature development to ensure reliability and reduce bugs in complex builds.
1. The Plan-Act-Verify Loop
Always adhere to the following strict cycle when approaching any complex development task.
Phase 1: Plan
- **Analyze Requirements:** Fully understand the ticket, issue, or user request.
- **Architectural Plan:** Document the proposed architecture, components, and data flow.
- **Test-Driven Design:** Before writing any application code, write the testing plan or stub the tests.
Phase 2: Act
- **Incremental Implementation:** Build out the feature in small, verifiable chunks.
- **Commit Often:** Use atomic commits that represent logical units of work.
Phase 3: Verify
- **Execute Tests:** Run the test suite you planned in Phase 1.
- **Self-Correction:** If tests fail, analyze the logs, adjust the code, and re-verify.
- **Final Validation:** Do a final manual context check to ensure side-effects haven't broken existing functionality.
🎯 Best For
- QA engineers
- Developers writing unit tests
- UI designers
- Product designers
- Claude users
💡 Use Cases
- Generating test cases for edge conditions
- Writing integration test suites
- Generating component mockups
- Creating design system tokens
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply Antigravity Superpowers to Your Work
Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.
- 4
Review and Refine
Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.
❓ Frequently Asked Questions
Does this generate test mocks?
Many testing skills include mock generation. Check the install command and skill content for details.
Does this work with Figma?
Some design skills integrate with Figma plugins. Check the Works With section for supported tools.
Is Antigravity Superpowers compatible with Cursor and VS Code?
Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.
Do I need specific dependencies for Antigravity Superpowers?
Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.
How do I install Antigravity Superpowers?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/antigravity-superpowers/SKILL.md, ready to use.
⚠️ Common Mistakes to Avoid
Not testing edge cases
AI tends to generate happy-path tests. Manually review for boundary conditions.
Skipping usability testing
AI-generated designs should be validated with real users before development.
Skipping validation
Always test AI-generated code changes, even for simple refactors.
Missing dependency updates
Check if the skill requires updated dependencies or new packages.