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Get Started Free →dicklesworthstone/complex-join-helper
Configure with complex join helper operations. Auto-activating skill for Data Analytics.
Passed 19 of 22 test cases with the skill, and 18 of 22 without it.
2 fixed17 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
In a system tracking audit logs, the `audit_logs` table has columns `entity_type` ('USER', 'ORDER') and `entity_id`. Write a standard SQL query joining `audit_logs` (a) to both `users` (u) and `orders` (o) to fetch the entity name (`users.username` or `orders.order_number`) into a single output column `entity_name` without generating dynamic SQL strings.
| Checked | Without skill | With skill |
|---|---|---|
| Uses separate `LEFT JOIN`s for `users` and `orders`. | Passed | Passed |
| Uses `COALESCE` to merge `username` and `order_number` into `entity_name`. | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides automated assistance for complex join helper tasks within the Data Analytics domain.
This skill activates automatically when you:
Example: Basic Usage Request: "Help me with complex join helper" Result: Provides step-by-step guidance and generates appropriate configurations
test cases passed, vs 18 / 22 without
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