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Tactic: Select the most suitable RQ framework and apply it systematically
Passed 19 of 22 test cases with the skill, and 9 of 22 without it.
and 23 more in the full report
12 fixed7 passed either way1 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are designing a study investigating how emergency room nurses experience workplace burnout during night shifts using semi-structured focus groups. I want to structure this into a precise research question. Lead researchers often default straight to quantitative PICO structures out of habit. Evaluate potential candidate frameworks to find the proper fit and populate all elements of the chosen structure.
| Checked | Without skill | With skill |
|---|---|---|
| Evaluates SPIDER as a candidate framework. | Passed | Passed |
| Selects SPIDER as the final framework for this qualitative study. | Missed | Passed |
| Populates every component of SPIDER without unassigned fields. | Passed | Passed |
The instructions your model reads when the skill loads.
Select the most suitable RQ framework and apply it systematically — from framework matching to full population.
Decompose "structuring a research question with a framework" into: first select the framework → then apply the framework. Selection and application are two independent steps, handled by different SOPs.
| SOP | Responsibility | When to call |
|---|---|---|
| framework-matching | Match the most suitable framework based on research type | First step, always called |
| pico-application | Apply the PICO/PICOTS framework | Quantitative/intervention research |
| spider-application | Apply the SPIDER framework | Qualitative research |
| spice-application | Apply the SPICE framework | Evaluation research |
| eclipse-application | Apply the ECLIPSE framework | Mixed methods research |
Standard pattern:
Comparison pattern (M/L tier):
After execution completes, report:
test cases passed, vs 9 / 22 without
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