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[EXPLICIT INVOCATION ONLY] Creates dependency-aware implementation plans optimized for parallel multi-agent execution.
Passed 5 of 12 test cases with the skill, and 8 of 12 without it.
2 fixed7 passed either way6 still failing7 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 swarm plan for setting up Prometheus monitoring on Kubernetes, Task T1 (install Helm chart) and Task T2 (create IAM policy) have no dependencies. In what order must these two tasks be executed?
| Checked | Without skill | With skill |
|---|---|---|
| Tasks with empty dependency arrays execute concurrently in the first wave. | Missed | Passed |
The instructions your model reads when the skill loads.
Create implementation plans with explicit task dependencies optimized for parallel agent execution. This skill can be ran inside or outside of Plan Mode.
Codebase investigation:
Documentation retrieval (REQUIRED for external dependencies):
Use Context7 skill or MCP to fetch current docs for any libraries/frameworks or APIs that are or will be used in project. If Context7 is not available, use web search.
This ensures version-accurate APIs, correct parameters, and current best practices.
When anything is unclear or could reasonably be done multiple ways:
test cases passed, vs 8 / 12 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.