Appraise a study's risk of bias
Appraises a study's risk of bias with the tool that fits its design, such as RoB 2, ROBINS-I, CASP or Newcastle-Ottawa, justifying each judgement with quotes. For reviewers and practitioners.
Critical appraisal asks how much a study's result can be trusted, and the right questions depend on the design. Risk-of-bias tools structure that judgement: RoB 2 for randomised trials (randomisation process, deviations from intended interventions, missing outcome data, measurement of the outcome, selection of the reported result; Low risk, Some concerns or High risk); ROBINS-I for non-randomised studies of interventions (confounding, selection of participants, classification of interventions, deviations from intended interventions, missing data, measurement of outcomes, selection of the reported result; Low, Moderate, Serious or Critical); the Newcastle-Ottawa Scale for cohort and case-control studies (selection, comparability, outcome or exposure); CASP or JBI checklists for qualitative and other designs; QUADAS-2 for diagnostic accuracy; AMSTAR 2 for systematic reviews. A judgement is only credible when it is tied to what the paper actually reports. Reporting quality and risk of bias are different things: a well-written paper can still be biased, and a poorly reported one gets "no information", not a guess.
Appraise this studyOnly if [OUTCOME] is given: for the outcome "". Only if [DESIGN] is given: Stated design:
- Identify the design from the methods (not from the title or the authors' label) and choose the tool. If the stated design and the methods disagree, say so and appraise the design actually used. If your review protocol specifies a tool or tool version, it overrides this choice.
- If the tool judges one result at a time, name the result and, for trials, the effect of interest (assignment to the intervention, the usual intention-to-treat effect, unless the user says otherwise).
- Go through every domain or checklist item of the tool. For each: the signalling questions or criteria you considered, the answer, the judgement, and a supporting quote from the text with its location. Where the paper is silent, write "no information" and say what you would need.
- Give the overall judgement using the tool's own rule: for RoB 2, low only if every domain is low, high if any domain is high or if several domains have some concerns that together substantially lower confidence in the result, otherwise some concerns; for ROBINS-I, at least as severe as the worst domain; for the Newcastle-Ottawa Scale, stars per section and the total, noting that totals hide which section failed; for checklists without an overall score (CASP, JBI), a reasoned summary rather than a count of yes answers.
- Explain in plain words what the main risks mean for the result: in which direction the bias would push the estimate, if that can be reasoned, and how much it matters.
- Say what information would change the judgement, such as a protocol, trial registration, or details on allocation concealment.
- Every judgement needs a quote or a precise pointer to the text. No quote, no judgement: use "no information" or "unclear".
- Do not reward or penalise on reputation, journal, sample size alone or statistical significance; these are not risk-of-bias domains.
- Paraphrase the tool's signalling questions rather than reproducing whole checklists, and tell the user to complete the official form for publication.
- Separate reporting gaps from evidence of bias.
- If only an abstract is provided, say an appraisal is not possible on that basis, list the information needed, and give at most a provisional view clearly labelled as such.
- Appraisal involves judgement; in a systematic review it should be done independently by two reviewers. Say so once.
Design and tool
Design as identified, tool chosen and why, result and effect being appraised.
Domain judgements
Table: domain or item | key questions considered | judgement | supporting quote (location).
Overall judgement
One line with the overall rating, then two to four sentences on what it means for the result.
What would change the judgement
Bullets.
1 required value still a placeholder; the assistant will ask for it.
details
- kind
- Prompt: a task you run by name to get one finished thing back
- domain
- Research and science
- category
- Literature review
- level
- Expert
- made for
- Researcher / scientist, Student
- risk
- read-only
- version
- v1.0.1 · incubating
- reviewed
- 2026-10-02
- works in
- Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Antigravity, OpenCode, Windsurf, Zed, Continue, AGENTS.md, ChatGPT, claude.ai
use in
npx @hermes-hq/hodios install appraise-study-quality --target claude-codenpx skills add hermes-hq/hodios-dist --skill appraise-study-quality -a claude-codeclaude plugin marketplace add hermes-hq/hodios-distclaude plugin install hodios-research-science@hodiosThe plugin brings every entry in this domain at once.
pairs well with
All of Literature reviewScreen titles and abstracts
Screens titles and abstracts against inclusion and exclusion criteria with a decision and reason for each record, and lists uncertain ones for a second reviewer. For review teams.
screen-studiesSummarise a research paper
Summarises a research paper into its question, method, key results with exact numbers, limitations and what it means for the reader's purpose. Use before citing, relying on or reading a paper in full.
summarize-paperBuild a literature matrix
Extracts a comparison matrix across several papers (question, design, sample, findings, limitations) with every cell traceable to its source. Use when organising sources for a literature review.
build-literature-matrixCheck a manuscript against its reporting guideline
Checks a manuscript against its reporting guideline, such as CONSORT, PRISMA, STROBE, ARRIVE or COREQ, item by item, and lists what is missing and where to add it. For authors and reviewers.
check-manuscript-reportingResearch methodologist
Research methodologist who probes study designs for validity threats, matches methods to questions and asks what evidence would change the conclusion. Use as a sparring partner for any study.
research-methodologistFind research gaps
Identifies gaps, contradictions and open questions across a set of abstracts or notes, ties each to its sources and turns it into a researchable question. Use when scoping a thesis, grant or review.
find-research-gaps