Skill Evolution

Track tool and strategy effectiveness across research tasks, propose improvements to existing skills, and maintain a reusable pattern library inspired by VOYAGER's skill library architecture.

When to Use

• After multiple research sessions to identify improvement opportunities
• "Which search strategies work best for biomedical topics?"
• "Propose improvements to the literature-search skill"
• "Store this successful analysis pattern for reuse"
• When the science-evolution extension triggers post-session analysis

When NOT to Use

• During active research (focus on the task, reflect afterward)
• For one-off questions that don't need pattern storage
• For simple skill usage (just use the skill directly)

VOYAGER Skill Library Pattern