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Building stateful, resilient AI agents with LangGraph v1.0.
Passed 23 of 23 test cases with the skill, and 20 of 23 without it.
and 2 more in the full report
3 fixed20 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
In a Plan-and-Execute workflow, what is the specific responsibility of the initial planning node before sub-task execution begins?
| Checked | Without skill | With skill |
|---|---|---|
| The planner node breaks down the user request into explicit sub-tasks | Missed | Passed |
The instructions your model reads when the skill loads.
Goal: Build complex, multi-step AI workflows that are reliable, debuggable, and capable of long-running operations.
test cases passed, vs 20 / 23 without
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