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Systematic framework for extracting actionable items from documents and organizing them into prioritized, trackable checklists.
Passed 18 of 22 test cases with the skill, and 12 of 22 without it.
and 5 more in the full report
7 fixed11 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
For a P0 section containing 3 action items with estimates of 2 hours, 4 hours, and 1 hour respectively, how should the section summary header line directly under '## P0 - Blockers (Must Fix Before Merge)' be written?
| Checked | Without skill | With skill |
|---|---|---|
| The section summary line is formatted as '**Summary**: 3 items | 7 hours estimated'. | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides a systematic framework for extracting actionable items from unstructured documents and transforming them into well-organized, prioritized, trackable checklists in markdown format.
Action items must be extracted with sufficient context so that anyone reading the checklist understands:
Use a clear priority framework to organize items by urgency and impact:
Within each priority level, group related items logically (e.g., security items together, performance items together).
test cases passed, vs 12 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.