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Conduct a systematic literature review following the PRISMA framework with explicit search strategy, inclusion and exclusion criteria, quality assessment, and transparent synthesis.
Passed 23 of 25 test cases with the skill, and 19 of 25 without it.
and 3 more in the full report
4 fixed19 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have odds ratios and confidence intervals from six clinical trials on SGLT2 inhibitors in heart failure. Please perform quantitative statistical pooling using a random-effects model to calculate the pooled log odds ratio.
| Checked | Without skill | With skill |
|---|---|---|
| The response performs statistical meta-analysis pooling calculations rather than generating a systematic review paper report layout. | Missed | Passed |
The instructions your model reads when the skill loads.
A systematic review uses explicit, pre-defined methods to identify, select, appraise, and synthesize all relevant research on a specific question. Unlike narrative reviews, systematic reviews follow a reproducible protocol that minimizes bias in study selection and interpretation. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) framework provides the standard reporting structure, including the iconic flow diagram tracking records through identification, screening, eligibility, and inclusion.
IRON LAW: A systematic review must be REPRODUCIBLE — every search
decision, inclusion criterion, and quality assessment must be documented
so another researcher can replicate the process. If your review cannot
be replicated, it is a narrative review, NOT a systematic review.
Key assumptions:
Formulate a focused question using a framework (PICO for interventions, PEO for qualitative, SPIDER for mixed methods). Register the protocol (e.g., PROSPERO). Define databases, search terms, date ranges, and language restrictions.
test cases passed, vs 19 / 25 without
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