ai_instruction_writing

What problem does it solve?

This Skill helps you avoid ambiguous or counterproductive instruction phrasing by ensuring every directive has a clear positive action as its primary carrier, improving consistency and reducing misinterpretation.

Core Features & Use Cases

• Positive-first instruction shaping: Converts negative and contrastive guidance into a positive carrier whenever the positive set is enumerable.
• Exception handling via catch-all negatives: Keeps a negative only when it names a broader class that covers a long tail you cannot list positively.
• Self-check transformation procedure: Instructs the model how to delete redundant negatives, detect inverted positives, and apply the right rule based on what the positive portion contains.
• Meta-usage permission: Allows contrastive examples and transformation pairs when teaching how to rewrite inputs into compliant instruction text.

Quick Start

Use the ai_instruction_writing skill to rewrite your draft instructions so the actionable positive statement comes first and any negatives appear only as necessary catch-alls for long-tail cases.