WritingGreatSkills

Reviews and prunes skill content for predictability, brevity, and behavioral impact.

Updated Jul 10, 2026
One-click install
npx skills add https://github.com/Kaleb-Rupe/aurora --skill writinggreatskills-kaleb-rupe
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: WritingGreatSkills
Source: https://github.com/Kaleb-Rupe/aurora/tree/main/claude/skills/WritingGreatSkills
Command: npx skills add https://github.com/Kaleb-Rupe/aurora --skill writinggreatskills-kaleb-rupe

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Skill files often accumulate bloat, duplication, and vague instructions that waste context tokens and cause unpredictable agent behavior. This Skill provides a vocabulary and a repeatable review pass to make skill content tight, predictable, and cheap to load. ## Core Features & Use Cases - Six named failure modes: Diagnose premature completion, duplication, sediment, sprawl, no-ops, and negation, each with a concrete fix. - Structured review pass: An eight-step checklist covering the no-op test, single source of truth, leading words, completion criteria, and information-tier placement. - Progressive disclosure guidance: Rules for deciding what stays inline in SKILL.md versus what moves to external reference files. - Use Case: When a skill keeps stopping early or feels bloated, run the review pass to sharpen completion criteria, delete no-op sentences, and report each cut tagged by failure mode. ## Quick Start Review this skill file for bloat and report each deletion tagged with the failure mode it fixes.

Frequently Asked Questions about WritingGreatSkills

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

FAQPage Schema
How do I review a skill file for bloat?

Run the eight-step review pass: state the skill's root idea in one leading word, apply the no-op test line by line, collapse duplicated meaning, rewrite negations as positive targets, and verify each step ends on a checkable criterion. Report every cut tagged with the failure mode it fixed.

What are the common failure modes in skill writing?

The six named modes are premature completion, duplication, sediment, sprawl, no-op lines, and negation. Each has a specific fix, such as sharpening completion criteria, enforcing a single source of truth, or prompting the positive behavior instead of prohibiting.

When should skill content move to an external reference file?

Move content down a tier when only some invocation branches need it, keeping inline what every branch requires. Phrase the pointer as an instruction, such as telling the agent to load the reference file before a specific judgment, so it fires reliably.

Why does my skill keep stopping before the task is done?

This is premature completion caused by a vague step-ending criterion. Sharpen the criterion so it is checkable and exhaustive, and if that fails, split post-completion work into a separate step so it stays out of view until the first step truly closes.

What is a leading word in prompt writing?

A leading word is a compact concept from the model's pretraining, like tight or red, that anchors a region of behavior in few tokens. It replaces restated phrases, cutting token count while sharpening the behavioral hook.