knowledge-resolution

What problem does it solve?

This Skill provides a robust fallback mechanism for when a direct skill match isn't found, ensuring that knowledge gaps are handled gracefully and systematically.

Core Features & Use Cases

• Multi-level Fallback: Prioritizes exact skill matches, then related skills, then cross-agent borrowing, before resorting to model knowledge or admitting uncertainty.
• Gap Logging: Automatically logs unaddressed knowledge gaps to a persistent memory for future skill development.
• Confidence Signaling: Provides clear signals for confidence levels when responding from general knowledge.
• Use Case: When asked about a niche programming concept not covered by any specific skill, this mechanism will first check if a broader skill exists, then if another agent has relevant expertise, and finally respond from its general knowledge while clearly indicating its confidence level.

Quick Start

Use the knowledge-resolution skill to find information about a new cloud service.