skill-creator

Skill Creator

Create skills and iteratively improve them through measurement.

Output style directive (applies to every generated skill/agent)

Generated SKILL.md and agent bodies must be written as dense informational text focused on accuracy. Minimize prose, maximize signal, no filler.

• No motivational framing, no pep talk, no "this will help you...".
• No repeated restatement of the same constraint in different words.
• Prefer tables, numbered phases, and bullet lists over paragraphs.
• Every sentence must carry information the model will act on; cut anything that is only atmosphere.
• Explanations of "why" stay short and attached to the rule they justify -- one clause, not a paragraph.

This is a generation constraint on the outputs of this skill, not a style note for this skill's own prose. Enforce it during the "Write the SKILL.md" phase and during any agent scaffolding.

The process:

• Decide what the skill should do and how it should work
• Write a draft of the skill
• Create test prompts and run claude-with-the-skill on them
• Evaluate the results -- both with agent reviewers and optionally human review