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13 research methodology skills. Trigger: study design, methodology selection, scientific reasoning, mentoring. Design: rigorous methods frameworks covering qualitative, quantitative, and mixed approaches.
Passed 12 of 17 test cases with the skill, and 9 of 17 without it.
and 5 more in the full report
9 fixed8 passed either way2 still failing5 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.
An engineering team wants to solve internal deployment bottlenecks by collaborating with site reliability engineers, applying cycle changes, observing operational impact, and reflecting on results in repeated cycles. Which guide governs this participatory approach?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends action-research-guide. | Missed | Passed |
| Identifies participatory action research for collaborative organizational improvement. | Passed | 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 |
|---|---|
| action-research-guide | Design and conduct action research and participatory studies |
| claude-scientific-guide | Ready-to-use agent skills for scientific research and engineering |
| experimental-design-guide | Design rigorous experiments using DOE, factorial designs, and response surfaces |
| grad-school-guide | Practical advice for thriving in PhD programs and academic research |
| grounded-theory-guide | Apply grounded theory methodology to develop theory from data |
| mixed-methods-guide | Guide to designing and conducting mixed methods research |
| osf-api-guide | Access Open Science Framework for preregistrations, preprints, and data |
| parsifal-slr-guide | Plan and manage systematic literature reviews with Parsifal platform |
| qualitative-research-guide | Design and conduct qualitative research using grounded theory and case studies |
| research-paper-kb | Build a persistent cross-session knowledge base from academic papers |
| research-town-guide | Simulate human research communities with multi-agent AI collaboration |
| scientify-idea-generation | Generate research ideas from collected papers with gap analysis |
| slr-automation-guide | Tools and pipelines for automating systematic literature reviews |
test cases passed, vs 9 / 17 without
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