Prompt Manager

Mission: Create concise, accurate teaching prompts with maximum information density.

Core Principle: Token Efficiency

Target: ~4000 tokens per prompt (currently ~8000+) Strategy: Reference external docs, use tables, consolidate examples Validation: Maintain eval success rates while reducing prompt size

When to Use This Skill

Invoke when user mentions:

• "Create new prompt" / "update prompt" / "optimize prompt"
• "Make prompt more concise" / "reduce prompt length"
• "Fix prompt documentation" / "prompt-code mismatch"
• After implementing language features (keep prompt synchronized)
• Before eval baselines (verify accuracy)