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Deep paper analysis with full text reading. Import of literature-engine/literature-research skill. Full text access — required for quoting results, verifying claims, extracting detailed methodology.
Passed 18 of 21 test cases with the skill, and 10 of 21 without it.
and 7 more in the full report
10 fixed9 passed either way2 still failing1 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 importing the literature research capability into the workflow, what path within the literature-engine repository contains the markdown definition?
| Checked | Without skill | With skill |
|---|---|---|
| References skills/literature-research/SKILL.md as the import path | Missed | Passed |
The instructions your model reads when the skill loads.
Deep paper analysis with full text reading.
Import — strictly follow literature-engine/literature-research skill protocol.
Full text level — required for quoting specific results, verifying exact claims, or extracting detailed methodology steps.
Quantity target is set by the calling strategy's budget table. This SOP executes one unit = one paper read at full text level.
literature-engine repo → skills/literature-research/SKILL.md
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| literature-research | Deep literature research — raw full text reading and targeted PDF queries for rigorous analysis |
test cases passed, vs 10 / 21 without
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