Use when targeting The American Journal of Gastroenterology or deciding whether a clinical GI/hepatology study fits this venue. Encodes the journal's fit, the practice-relevant clinical-evidence bar, reporting-guideline and registration requirements, ACG house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.
SkillScore95Maintained
Automatic
◆Research pack
Last verified 9/1/2026
What it changes
Passed 21 of 22 test cases with the skill, and 14 of 22 without it.
Without skill64%
With skill95%
Checks it passed that the model alone missed
Re-routes the basic hepatology study to Hepatology
Declines running statistical code or processing dataset files
Mentions the mandatory Study Highlights summary covering what is known and what is new
and 2 more in the full report
7 fixed14 passed either way1 still failing0 broke
Pass-rate lift
+32 pp
Tokens
+19%
Agent turns
0%
Response time
-30%
Model gemini-3.6-flashMeasured 9/1/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
Our basic research team studied signaling pathways of hepatic stellate cell activation in cirrhosis mouse models, aligned with European liver disease research priorities. Provide fit appraisal and venue recommendations using the bracketed key-value block ([Fit], [Target], [GI tags], [Study design / reporting guideline], [Method/evidence], [Top risk], [Official items to re-check], [Re-route suggestion]).
What was checked, without and with the skill
Checked
Without skill
With skill
Re-routes the paper to Journal of Hepatology based on European liver research alignment
Missed
Passed
case-10 · gemini-3.6-flash · 9/1/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md85 linessingle file
The American Journal of Gastroenterology (american-journal-of-gastroenterology)
Journal positioning
The American Journal of Gastroenterology ("the Red Journal") is the flagship journal of the American College of Gastroenterology (ACG), publishing practice-relevant clinical research across luminal gastroenterology, hepatology, pancreaticobiliary disease, and endoscopy, together with ACG clinical guidelines and outcomes scholarship. It serves practicing gastroenterologists and hepatologists and prizes work that informs diagnosis, management, quality, and patient outcomes in real-world GI practice; mechanistic bench studies without a clinical anchor, and underpowered single-center descriptive series with no practice implication, are a weak fit. This skill is a fit / venue-selection / re-framing aid; it is not clinical or regulatory advice and does not replace the journal's current instructions for authors. Before submitting, re-check the live American Journal of Gastroenterology author instructions.
When to trigger
The author names The American Journal of Gastroenterology for a clinical GI, hepatology, endoscopy, or outcomes study and wants a fit/framing check.
A GI study must be re-framed around a clear practice-relevant diagnostic, therapeutic, or quality question for practicing clinicians.
The author is choosing between the Red Journal, a basic GI-science venue, and a hepatology-specialty or general-medicine journal.
The author needs the journal's reporting-guideline, registration, and desk-reject expectations for clinical GI research.
Scope & topic fit
Clinical trials and comparative-effectiveness studies in luminal GI disease (IBD, IBS/functional GI, reflux, motility, GI bleeding).
Endoscopy outcomes, quality metrics, colorectal-cancer screening/surveillance, and procedural comparative studies.
Clinical hepatology and pancreaticobiliary disease with practice-relevant endpoints (not bench-only mechanism).
Diagnostic, prognostic, and biomarker studies with clinically meaningful endpoints and an accepted reference standard.
Health-services, quality-improvement, value-of-care, and epidemiologic GI studies; ACG guidelines and systematic reviews/meta-analyses on focused clinical questions.
Patient-reported outcomes and management studies that change or clarify GI clinical decision making.
Method & evidence bar
Studies must be adequately powered with prespecified, patient-centered primary outcomes; surrogate-only endpoints need strong justification.
The applicable reporting guideline must be followed and its checklist supplied: CONSORT for trials, STROBE for observational studies, PRISMA for systematic reviews, STARD for diagnostic accuracy.
Interventional trials require prospective registration; the registration number and protocol/statistical-analysis plan are expected.
Observational and database studies must address confounding, selection, and missing data explicitly; causal language must match the design.
Endoscopy/procedural and diagnostic studies should report operator/reader variability and an appropriate reference standard where relevant.
Effect estimates should be reported with confidence intervals and absolute as well as relative measures; clinical (not just statistical) significance must be argued.
Structure & house style
ACG/Wolters Kluwer format with a structured abstract and, where required, a "Study Highlights" / what-is-known/what-is-new summary; re-check current article types and limits on the live guide.
The introduction frames a focused, practice-relevant clinical question; the discussion states the management or guideline implication plainly for practicing GI clinicians.
Tables/figures follow journal statistical-reporting standards; a CONSORT/STROBE/PRISMA flow diagram is expected where applicable.
Supplements carry the protocol, full statistical methods, and additional analyses.
Use when turning results into an explicit theoretical contribution for an Academy of Management Journal (AMJ) manuscript — the "what new theory do we learn?" statement and the discussion section. Frames the contribution and implications; it does not build the original theory (amj-theory-development) or run the analysis (amj-data-analysis).