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Import SOP: Quick paper scan, returns abstract and metadata (from literature-engine)
Passed 17 of 22 test cases with the skill, and 8 of 22 without it.
and 7 more in the full report
10 fixed7 passed either way4 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
An analyst suggests running a full systematic literature review protocol to decide if a single paper is relevant. Which lighter-weight skill should be selected instead for rapid single-paper screening?
| Checked | Without skill | With skill |
|---|---|---|
| Selects paper-overview for rapid single-paper screening | Missed | Passed |
The instructions your model reads when the skill loads.
Quick paper scan capability imported from the literature-engine skill library.
Directly call the paper-overview skill in literature-engine. This skill provides:
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| literature-overview | Quick landscape scan — discover papers on a topic without full-text reading |
test cases passed, vs 8 / 22 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.