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Enhanced Just-In-Time document loading system that discovers, loads, and caches relevant documentation based on user intent and project context.
Passed 12 of 17 test cases with the skill, and 12 of 17 without it.
1 fixed14 passed either way5 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
A developer reports slow query execution times on a database endpoint. Describe the initial steps of the database optimization workflow regarding technology detection and doc loading.
| Checked | Without skill | With skill |
|---|---|---|
| Extracts database driver names from context to target official vendor optimization references. | Missed | Passed |
The instructions your model reads when the skill loads.
Purpose: Load relevant documentation on-demand based on user intent and context.
Primary Tools:
Trigger Patterns:
The system recognizes documentation needs through several patterns:
Question-Based Triggers:
Technology-Specific Triggers:
Domain-Specific Triggers:
test cases passed, vs 12 / 17 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.