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Paper metadata and abstract-level overview. Import of literature-engine/literature-overview skill. Abstracts only — no substantive claims without deeper reading.
Passed 12 of 24 test cases with the skill, and 9 of 24 without it.
and 1 more in the full report
4 fixed8 passed either way11 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
When performing a quick literature scan, what constitutes a single SOP execution unit for each paper in the literature-overview process?
| Checked | Without skill | With skill |
|---|---|---|
| The response identifies one unit as paper metadata plus abstract retrieval. | Missed | Passed |
The instructions your model reads when the skill loads.
Paper metadata and abstract-level overview.
Import — strictly follow literature-engine/literature-overview skill protocol.
Abstracts only — do not make substantive claims about methodology, results, or contributions from abstracts alone. Use paper-search or paper-research for deeper evidence.
Quantity target is set by the calling strategy's budget table. This SOP executes one unit = one paper metadata + abstract retrieval.
literature-engine repo → skills/literature-overview/SKILL.md
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 9 / 24 without
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