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Utility

Do you want to analyze your prompts?

Analyzes how a prompt or ruleset communicates with high-end LLMs to find gaps, vagueness, or structural issues.

Under the Hood

This is the actual text of the workflow

I need you to analyze the way I talk to an LLM. To do this correctly:

I. Step 1: Read the Prompt Engineering Manual

Before outputting anything, you must read the lessons stored in prompt_analysis skill. Ground all of your analysis against the failures and guidelines documented in that master manual.

II. Step 2: Line-by-Line Rule Analysis

Go through the following prompt line by line. Treat every single sub-rule (e.g., "rule 2a" or "rule 10bi") as its own distinct item. For each, output the following structured format:

  1. Quote the exact rule.
  2. Meaning in English: Give a bulleted translation of what the rule is functionally demanding.
  3. LLM Communication Effectiveness: Analyze exactly how a high-end frontier model interprets and reacts to this specific phrasing structure (whether it causes constraint conflicts, wastes context, or works effectively).
  4. Grade: Grade it on a scale of 1 to 10.
  5. Rewrite the rule to receive the maximum grade possible.

The Output

Here’s what this workflow does:

  • 01_prompt_analysis.md — A detailed breakdown of your prompt's effectiveness.

How to Set This Up

Option 1: The Easy Way (Automated)

Just point Antigravity to this webpage and ask it to figure it out for you. Antigravity can read this documentation, copy the workflow script, and automatically generate all the required skill files in the correct directories on your machine.

Option 2: The Hard Way (Manual Copy & Paste)

If Antigravity fails to set this up automatically, you will need to manually copy the scripts into your local directories:

  1. Copy the raw workflow script from the "Under the Hood" section above.
  2. Save it as C:\Users\[Your Name]\.gemini\antigravity\global_workflows\prompt-analysis.md.
  3. You must also click every hyperlinked skill file and save its contents into your skills directory. You must do this for every single skill file linked in the workflow. For example, the legal_analysis_partner skill must be saved to C:\Users\[Your Name]\.gemini\antigravity\skills\legal_analysis_partner\SKILL.md.
  4. Once all files are saved, open Antigravity and type /prompt-analysis in the chat to run it.

New to Antigravity? Read the Master Installation Guide first.