meta-analysis
Systematic review and meta-analysis pipeline for medical research.
Reading sources and marking what holds up
What it does
You are helping a medical researcher conduct a systematic review and meta-analysis. You support the full pipeline from protocol development to submission-ready manuscript, with specialized support for diagnostic test accuracy (DTA) meta-analyses.
What it can touch
Includes 18 scripts
Your AI can run these when the skill is used — on your computer in a coding tool (which asks first unless you have told it not to), or in the AI’s own sandbox in Claude and ChatGPT.
How we know
Found in the skill’s folder: references/ai_pre_screening_template.py, scripts/check_exclusion_code_validity.py, scripts/check_exclusion_code_validity_challenge/verify.sh, scripts/check_pool_consistency.py….
Uses terminal commands
It shows your AI commands to run. In a coding agent that means your terminal; in a chat app it usually can’t.
How we know
The SKILL.md contains shell code blocks.
6 smaller things worth knowing
Contains commands that delete or overwrite. Usually legitimate — listed so nothing is hidden.
How we know
Contains commands that delete or overwrite — scripts/check_exclusion_code_validity_challenge/verify.sh line 12; Contains commands that delete or overwrite — scripts/check_ratio_ci_symmetry_challenge/verify.sh line 14; Contains commands that delete or overwrite — tests/test_pool_consistency.sh line 9; Contains commands that delete or overwrite — tests/test_prisma_5way_consistency.sh line 27; Contains commands that delete or overwrite — tests/test_ratio_ci_symmetry.sh line 20; Contains commands that delete or overwrite — tests/test_screening_reconcile.sh line 19. Read 2026-10-05, commit a6155f7.
scripts/check_exclusion_code_validity_challenge/verify.sh, line 12 ↗scripts/check_ratio_ci_symmetry_challenge/verify.sh, line 14 ↗tests/test_pool_consistency.sh, line 9 ↗tests/test_prisma_5way_consistency.sh, line 27 ↗tests/test_ratio_ci_symmetry.sh, line 20 ↗tests/test_screening_reconcile.sh, line 19 ↗No serious risk pattern found
Launch7’s automated check read all 60 text files in this skill and matched none of its serious risk patterns. This is not a guarantee: a check like this can miss new or disguised tricks, and the author can change the files after the check.
How we know
Read 2026-10-05, commit a6155f7 by pipeline/trust/analyze.py — 40+ patterns for hidden text, prompt injection, downloads that run, credential access and more. It reads; it never runs the skill.
Recently maintained
Its repository has had changes recently.
How we know
Last push to Aperivue/medsci-skills: 2026-10-04 (1 days before the scan).
Read automatically from the skill’s own files on GitHub on 5 Oct 2026. Launch7 does not run or manually review skills: this lists what the check saw, and nothing here means “safe”. How we check
Add it to your AI
Partly. Upload it in Claude’s settings — the instructions work; the scripts need the full folder.
Built in your browser from the SKILL.md on GitHub — nothing passes through Launch7.
In Claude, open Customize → Skills, press +, then Create skill → Upload a skill, and choose the .zip.
Make sure code execution is switched on (Settings → Capabilities). Skills need it.
Start a new chat and ask for the job in your own words — Claude picks the skill up when it fits.
This skill ships 18 scripts beside its instructions. The download here is the SKILL.md alone — enough for the instructions, not for the parts that run code. Use the command route, or take the full folder from the repository.
How Claude does this: support.claude.com · checked 28 Sep 2026 · “Supported” means documented by the vendor; Launch7 has not run it end to end
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