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13 deep research & systematic reviews skills. Trigger: systematic reviews, multi-source synthesis, comprehensive literature surveys. Design: multi-step research protocols with quality assessment and evidence grading.
Passed 7 of 13 test cases with the skill, and 6 of 13 without it.
and 3 more in the full report
7 fixed6 passed either way6 still failing4 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
I am looking for Alibaba's open-source deep research agent tailored for scholarly scientific research. Which guide path should I read?
| Checked | Without skill | With skill |
|---|---|---|
| recommends tongyi-deep-research-guide for Alibaba scholarly research agent | 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 |
|---|---|
| auto-deep-research-guide | Automated deep research tool for thorough topic investigation |
| deep-searcher-guide | Open deep research alternative for private data with vector search |
| gpt-researcher-guide | Autonomous agent for comprehensive deep research on any topic |
| in-depth-research-guide | Structured methodology for conducting exhaustive multi-source investigations |
| khoj-research-guide | AI second brain for deep research and personal knowledge management |
| kosmos-scientist-guide | Claude Code-driven autonomous AI Scientist for discovery |
| llm-scientific-discovery-guide | Survey of LLM agents for biomedical scientific discovery |
| local-deep-research-guide | Deep research agent searching 10+ sources with local or cloud LLMs |
| meta-synthesis-guide | Conduct qualitative meta-synthesis and evidence synthesis methods |
| open-researcher-guide | Open pipeline for generating deep research trajectories with LLMs |
| scoping-review-guide | Scoping review methodology for broad evidence mapping |
| systematic-review-guide | Systematic review methodology with PRISMA and evidence synthesis |
| tongyi-deep-research-guide | Open-source deep research agent by Alibaba for scholarly research |
test cases passed, vs 6 / 13 without
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