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9 paper discovery skills. Trigger: finding new relevant papers, tracking citations, staying current. Design: automated monitoring, recommendation engines, and alert setup guides.
Passed 19 of 21 test cases with the skill, and 4 of 21 without it.
and 15 more in the full report
16 fixed4 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
I need a systematic way to track upcoming papers that build on and cite key foundational references in my subfield. Rather than explaining how to set up manual email notifications on publisher websites, state which skill from the directory should be selected and read.
| Checked | Without skill | With skill |
|---|---|---|
| The output identifies citation-alert-guide as the selected module. | Missed | Passed |
| The output specifies reading citation-alert-guide/SKILL.md. | Missed | Passed |
The instructions your model reads when the skill loads.
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description |
|---|---|
| citation-alert-guide | Set up citation alerts and track new papers citing key references |
| conference-proceedings-guide | Find, access, and cite conference papers and proceedings effectively |
| literature-mapping-guide | Visual literature mapping and connected papers exploration |
| paper-recommendation-guide | Systematic paper recommendation and discovery using multiple methods |
| papers-we-love-guide | Community-curated directory of influential CS research papers |
| rss-paper-feeds | Set up RSS feeds and alerts to track new publications in your research area |
| semantic-paper-radar | Semantic literature discovery and synthesis using embeddings |
| semantic-scholar-recs-guide | Paper discovery via recommendation APIs (OpenAlex, CrossRef citation networks) |
| zotero-arxiv-daily-guide | Guide to Zotero arXiv Daily for personalized daily paper recommendations |
test cases passed, vs 4 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.