refine-prompt

Installation
SKILL.md

Refining Prompts

Process

  1. Assess -- Identify what the prompt is missing:
Element Check
Task Is the core action explicit and unambiguous?
Constraints Are length, format, tone, and scope defined?
Output format Does it specify the expected structure?
Context Does the model have enough background to act? Check: audience, input format, success criteria, scope boundaries, technical constraints
Examples Would a demonstration clarify the expected output?
Edge cases Are failure modes and boundary conditions addressed?
  1. Rewrite -- Transform into specification language: precise, imperative, no filler. Treat the prompt as a spec, not conversation.

  2. Validate -- Check the rewrite against the assessment table. Every gap identified in step 1 must be addressed.

Related skills
Installs
32
GitHub Stars
11
First Seen
Feb 22, 2026