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An AI thin...
An AI thinks: 'I need to read the files before I can know if the skill applies.' Why is this a problematic approach to skill invocation?
It inverts the correct order — skills should be invoked based on task type, not after gathering context that might bias the approach
Reading files before invoking skills causes cache invalidation in the AI's memory
Skills can only access files that have not been read yet in the current session
This approach is correct — context must always come before skill selection
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