prompt-optimization-analyzer

Fix prompt trigger issues by analyzing overlapping trigger patterns and conflicting instructions. The analyzer detects anti-patterns and implicit assumptions, providing concrete rewrite recommendations to ensure reliable activations and clear guidance.

Reduce token waste by auditing prompts for redundancy, bloated prose, and unnecessary formatting. The analyzer identifies these inefficiencies and provides actionable optimization recommendations to refine prompts for strict token budgets.

Debug prompts that fail to trigger by evaluating the prompt's trigger patterns and output quality. The analyzer surfaces ambiguous or overlapping triggers and flags conflicting instructions to diagnose why activation fails.

Audit prompt quality and check publication readiness by pasting the prompt and its frontmatter into the analyzer. It evaluates token usage and output quality to prepare prompts for sharing or deployment across skill directories.

Yes, you can optimize prompts for token budgets by running a token-efficiency audit. The analyzer identifies unnecessary formatting and bloated prose, providing rewrite suggestions that fit within your required constraints.