Prompt Optimizer
This skill enables the AI to self-evolve by refining its own instructions based on performance analysis.
Capabilities
- Instruction Refinement
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Analyzes existing SKILL.md files for ambiguity or contradictions.
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Suggests optimized wording to improve accuracy and reduce hallucinations.
- Context Optimization
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Evaluates how data is passed to the AI (e.g., file contents, logs).
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Recommends more efficient ways to structure the prompt context for complex tasks.
Usage
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"Analyze why the security-scanner gave a false positive and optimize its prompt instructions."
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"Optimize the system prompt in requirements-wizard/SKILL.md for better clarity."
Knowledge Protocol
- This skill adheres to the knowledge/orchestration/knowledge-protocol.md . It automatically integrates Public, Confidential (Company/Client), and Personal knowledge tiers, prioritizing the most specific secrets while ensuring no leaks to public outputs.