When should I use the Antigravity Writing Skills framework?

Use it when creating a new skill from scratch, improving a skill that the AI is currently ignoring, or standardizing documentation across your developer toolset.

What are the different skill tiers in this framework?

The framework categorizes skills into three tiers: Tier 1 for simple single-file scripts, Tier 2 for complex multi-concept logic, and Tier 3 for massive platforms involving 10+ products.

What is 'Anti-Rationalization' in skill writing?

Anti-Rationalization is a method for writing rules and instructions that prevent AI agents from finding excuses to ignore or bypass specific constraints.

How does CSO help with Claude Code skills?

CSO (Claude Search Optimization) provides guidelines on writing skill descriptions and metadata triggers so the agent accurately identifies when to use a specific skill.

Antigravity Writing Skills

Name: Antigravity Writing Skills
Author: boisenoise

byboisenoise

0•

Developer Tools

Standardizes the creation, optimization, and documentation of high-performance Claude Code skills using proven architectural tiers.

Antigravity Writing Skills acts as a meta-framework and dispatcher for developers building custom agent capabilities. It provides a structured decision tree to help users choose the right architecture—ranging from simple single-file scripts to massive multi-product platforms—ensuring skills remain maintainable and effective. By incorporating advanced methodologies like Claude Search Optimization (CSO) for better skill triggering and Anti-Rationalization to prevent agents from ignoring rules, this skill serves as the definitive guide for maintaining excellence in local development automation.

Key Features

01Anti-Rationalization techniques to improve rule compliance

02Claude Search Optimization (CSO) for reliable skill triggering

030 GitHub stars

04Standardized templates for techniques, references, and patterns

05Tiered Architecture Decision Tree (Tiers 1-3)

06Pre-deployment checklists for skill quality assurance

Use Cases

01Establishing a unified skill development standard across engineering teams

02Creating new specialized agent skills with standardized metadata and directory structures

03Refactoring monolithic or 'ignored' skills into modular, trigger-optimized components

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add boisenoise/skills-collections antigravity-writing-skills

For use in Claude.ai and ChatGPT

Download Skill