Prompt Reliability Engine

Systematic framework for making prompts, skills, and workflows production-grade through 9 operating modes: failure repair, skill building, stress-testing, constraint engineering, output locking, workflow architecture, production audit, language pruning, and self-improvement.

How to use

• /prompt-reliability-engine Run a reliability audit on the current prompt or skill context.

• /prompt-reliability-engine <mode> <target> Apply a specific mode (repair, build, stress-test, constrain, lock, architect, audit, prune, improve) to the target.

When to use