cyberneticlibrary

Optimize prompts for AI tools

prompt-masterskillsetup L18,999
nidhinjs/prompt-master
What it does

Author, version, and test LLM prompt templates

Best for

Create reproducible, version-controlled prompt templates with automated test coverage and performance tracking.

Inputs
  • · prompt intent
  • · input variables
  • · expected output schema
  • · test cases
Outputs
  • · versioned prompt file
  • · test suite with assertions
  • · performance metrics
Requires
  • · LLM API
  • · prompt testing framework
Preconditions

Clear use case and expected behavior defined, test harness available

Failure modes
  • · prompt ambiguity causing output variance
  • · test cases not covering edge cases
Trust signals
  • · version tracking per prompt
  • · test assertions on output schema
  • · performance metrics logged