prompt-optimization-analyzer
CommunityDiagnose and optimize prompts for triggers
AuthorAlejfanjul
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The Prompt Optimization Analyzer diagnoses and optimizes skill prompts to reduce token waste and prevent trigger issues, ensuring clear guidance for authors and more reliable activations.
Core Features & Use Cases
- Comprehensive trigger-pattern analysis to surface ambiguous or overlapping triggers.
- Token-efficiency audit that identifies redundancy, bloated prose, and unnecessary formatting.
- Anti-pattern detection that flags conflicting instructions and implicit assumptions.
- Concrete rewrite suggestions and real-world examples to improve prompt quality.
- Publication readiness checks to prepare prompts for sharing or deployment across teams.
- Use cases include debugging when prompts fail to trigger, refining prompts for token budgets, and auditing prompts before publication.
Quick Start
Paste the skill's prompt and its SKILL.md frontmatter into the analyzer to generate an actionable optimization report.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: prompt-optimization-analyzer Download link: https://github.com/Alejfanjul/ai-brain/archive/main.zip#prompt-optimization-analyzer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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