prompt-optimizer

Overview

Analyzes prompt files to identify redundancy and inefficiency, generating a token-optimized version.

Workflow

1. Trigger

Activate only when the user prompt contains “OPTIMIZE” and targets a specific file.

2. Analysis Strategy

Review the target content for:

• Verbosity: Replace prose with direct commands.
• Redundancy: Remove implied actions or repeated instructions.
• Fragmentation: Merge related steps (e.g., “Check X” + “If X, do Y” → “If X, do Y”).

3. Optimization Execution

Generate a revised version applying these techniques:

1. Condense: Use imperative verbs and concise natural language.
2. Structure: Use bullet points or tables instead of paragraphs.
3. Prune: Delete non-essential context.

4. Output Protocol

1. Present Revision: Show the optimized content clearly.
2. Non-Destructive: Explicitly state these are suggestions. Do not modify the file automatically.
3. Formats: If requested, suggest structured alternatives (YAML/JSON) for further density.