Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Frozen fixture — the REAL defect (self-review Phase 2 as it shipped at a36c79e).
# 209-line body, loaded in full on every /self-review invocation. Do not "fix" this file:
# it exists so tests/test_phase_budget.sh can prove the gate still fails on the real thing.
### Phase 2: Systematic Check
Run the manuscript through each applicable category below. For each item, assess whether
a reviewer would raise it as a Major or Minor comment.
Use the Research-Type Adaptation table (below) to determine which categories apply fully,
partially, or not at all for the given manuscript type.
#### A. Study Design & Data Integrity
| Check | What to look for |
|-------|-----------------|
| Patient-level splitting | Are train/val/test splits at the patient level? Is this explicitly stated? |
| Leakage risk | Any postoperative variable used in a preoperative model? Cohort-wide preprocessing before split? |
…
The line at the top of this page pins the label git:20260724.61dfbad, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_kr5o2hhuafwj4bzv
GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/self-review
GET https://markdownregistry.com/api/v1/blob/aa4b94e8d2d2445c274ec2622f864586f6190dd304c9712bd613b7eef83e4f1f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
aperivue/medsci-skills · skills/academic-aio/SKILL.md · Use when a medical AI paper should be found and cited by AI search engines and RAG tools. Optimizes the title…
aperivue/medsci-skills · skills/add-journal/SKILL.md · Use when a target journal has no profile yet. Reads the journal's author guidelines and writes a detailed /write-paper…
aperivue/medsci-skills · skills/analyze-stats/SKILL.md · Use when data needs statistical analysis. Runs reproducible Python/R code for Table 1, diagnostic accuracy, agreement…
aperivue/medsci-skills · skills/author-strategy/SKILL.md · Use when analyzing a researcher's publication record from PubMed. Fetches an author's papers, classifies study types…
aperivue/medsci-skills · skills/batch-cohort/SKILL.md · Use when one validated cohort analysis must be repeated across many exposure/outcome pairs. Generates one R/Python…
aperivue/medsci-skills · skills/calc-sample-size/SKILL.md · Use when planning how many patients or cases a study needs before data collection (power analysis, IRB justification)…
aperivue/medsci-skills · skills/check-reporting/SKILL.md · Use when auditing a manuscript item by item against a reporting guideline or risk-of-bias tool. Covers 49 reporting…
aperivue/medsci-skills · skills/clean-data/SKILL.md · Use when a clinical CSV/Excel dataset needs profiling and cleaning before analysis (missing values, outliers…
aperivue/medsci-skills · skills/contribute/SKILL.md · Use when sending local changes back to the project (an added journal profile, a fixed checklist item, an adapted skill)…
aperivue/medsci-skills · skills/self-review/SKILL.md · Use when checking your own manuscript before submission from a reviewer's perspective. Returns anticipated Major/Minor…
thinkflowlab/system1-agents · .agents/skills/self-review/SKILL.md · Self-review System1-Agents changes before opening a PR or requesting review, with reproducible task outcomes…
apache/magpie · plugins/magpie-pairing/skills/self-review/SKILL.md · Run a structured pre-flight self-review on local changes before opening a PR.
Reads the diff against a configurable…
eai-org/agent-toolkit · skills/self-review/SKILL.md · Self-review your changeset until merge-ready, with a fresh-context reviewer and a compact report for the PR.
modem-dev/ossrules · public/files/diffusers/.ai/skills/self-review/SKILL.md · Use before opening a PR, or whenever asked to self-review a diffusers contribution. Applies the same rubric as the…
fractera/web4-node-starter-kit · .claude/skills/self-review/SKILL.md · Builder skill. The main agent's review of its own work at the architect's request — find in your session where you…
yha9806/academic-writing-toolkit · archive/skills/self-review/SKILL.md · Review the user's own manuscript, paper, thesis chapter, rebuttal, or release packet with clean-room anti-contamination…
oribarilan/97 · skills/self-review/SKILL.md · Use when about to commit, finish a task, open a PR, summarize work for the user, or when the user asks for a review or…
