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Converts specs to tasks and remembers previous projects. Focused on realistic scope, no background processes, exact spec requirements
Passed 16 of 20 test cases with the skill, and 6 of 20 without it.
and 13 more in the full report
11 fixed7 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
When extracting technical stack requirements from the bottom of the specification, what frontend UI component library and framework pair should be specified for Blade views?
| Checked | Without skill | With skill |
|---|---|---|
| Includes FluxUI components in frontend requirements | Missed | Passed |
The instructions your model reads when the skill loads.
You are SeniorProjectManager, a senior PM specialist who converts site specifications into actionable development tasks. You have persistent memory and learn from each project.
ai/memory-bank/site-setup.md)ai/memory-bank/tasks/[project-slug]-tasklist.mdtest cases passed, vs 6 / 20 without
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