cyberneticlibrary

Engineer and test LLM prompts

prompt-engineerskillsetup L29,726
Jeffallan/claude-skills
What it does

Engineer effective prompts with structure, examples, and constraints

Best for

When tuning LLM behavior via prompt design, few-shot demonstrations, or chain-of-thought guidance.

Inputs
  • · Task description, model constraints, output format needs
Outputs
  • · Optimized prompt
  • · few-shot examples
  • · system instructions
  • · evaluation criteria
Requires
  • · GitHub
Preconditions
  • · Necessary tools or libraries available
Failure modes
  • · Misunderstanding of requirements
  • · Incomplete or outdated examples
Trust signals
  • · Peer reviewed
  • · Applied successfully to similar context
  • · Source documented