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writing-great-skills

Guide AI skill development with predictability and information hierarchy principles.

Updated Jul 3, 2026
Search Tags:#ai development#skill design#ai skills#predictability#information hierarchy
One-click install
npx skills add https://github.com/Jmarques/orford-sur-le-lac_embarcations --skill writing-great-skills-jmarques
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: writing-great-skills
Source: https://github.com/Jmarques/orford-sur-le-lac_embarcations/tree/main/.agents/skills/writing-great-skills
Command: npx skills add https://github.com/Jmarques/orford-sur-le-lac_embarcations --skill writing-great-skills-jmarques

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps users write and edit AI skills efficiently by providing guidelines for predictability, structure, and content hierarchy, enhancing agent performance and reducing cognitive load.

Core Features & Use Cases

  • Predictability Principles: Offers a framework for designing skills with predictable behaviors, leveraging leading words and completion criteria.
  • Information Hierarchy: Assists in organizing skill content to maximize clarity and efficiency, with guidelines for steps, references, and progressive disclosure.
  • Skill Granularity: Provides strategies for splitting skills based on invocation and sequence to balance context load and cognitive load.
  • Pruning Best Practices: Instructs on maintaining skill relevance and avoiding duplication, sedimentation, sprawl, and no-ops.
  • Use Case: For an AI developer aiming to improve the functionality of an existing skill, this Skill provides actionable guidelines for optimizing its design and implementation.

Quick Start

Follow the principles outlined in this skill to enhance the predictability and efficiency of your AI skills.

Frequently Asked Questions about writing-great-skills

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I design AI skills for predictable agent behavior?▼

Design AI skills for predictable behavior by using leading words and clear completion criteria. This framework reduces cognitive load and ensures agents execute tasks with consistent, expected outcomes.

What is the best way to structure information hierarchy in AI skill design?▼

Structure information hierarchy in AI skill design by organizing content into clear steps and references. This approach maximizes clarity and uses progressive disclosure to optimize agent efficiency.

When should I split AI skills to balance context load?▼

Split AI skills based on invocation patterns and execution sequences to balance context load. This granularity strategy prevents cognitive overload and maintains optimal agent performance.

How do I prevent content duplication and sprawl when maintaining AI skills?▼

Prevent content duplication and sprawl in AI skills by applying pruning best practices. Regularly remove no-ops and sedimented content to maintain strict relevance and avoid bloat.

Does optimizing AI skill performance require specific design principles?▼

Optimizing AI skill performance requires specific design principles focused on predictability and information hierarchy. These guidelines directly enhance agent execution and improve overall user experience.

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