Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →yogsoth-ai/hypothesis-formation-paper-research
Import SOP: Deep literature research, raw full text + PDF Q&A (from literature-engine)
Passed 15 of 20 test cases with the skill, and 11 of 20 without it.
and 2 more in the full report
5 fixed11 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
What specific skill name inside the literature-engine library should be directly invoked to execute research workflows?
| Checked | Without skill | With skill |
|---|---|---|
| Names paper-research as the direct skill to call | Missed | Passed |
The instructions your model reads when the skill loads.
Deep literature research capability imported from the literature-engine skill library.
Directly call the paper-research skill in literature-engine. This skill provides:
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 11 / 20 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.