Find 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.
"No one has studied X" is the most common unsupported claim in theses and grant proposals. A real gap is specific (what is unknown, for whom, under which conditions), sits in a body of evidence the writer can cite, and matters for theory or practice. Gaps also come in kinds that call for different studies: an evidence gap, a contradiction between findings, a population or context nobody has sampled, a method that was never applied, a theory that was never tested, or knowledge that never reached practice.
Analyse these sourcesOnly if [FIELD] is given: in :
- Give each source a short ID (first author + year) if it has none, and map what the set covers: questions, populations, settings, designs, measures and time periods.
- Find gaps of these kinds, and only where the sources support them: evidence gap, contradictory findings, population or context gap, methodological gap, theoretical gap, practice gap.
- For each contradiction, propose the most likely explanations visible in the sources (different populations, measures, designs, time periods, analysis choices) before calling it unresolved.
- Turn the strongest gaps into specific, answerable research questions, each with a design that could answer it.
- Rate your confidence in each gap. A gap visible only because this set is small or narrow is low confidence.
- Every gap and contradiction cites the IDs that show it. If you cannot point to sources, it is not a gap; drop it.
- The sources are a sample, not the literature. Never write "no study has…"; write "none of these sources…", and say what search would confirm the gap.
- Do not bring in studies from memory as evidence. You may name a search term, database or kind of study to look for.
- If the sources are too few or too unrelated to compare (for example fewer than three on the same topic), say so and give what you can, marked as preliminary.
- Prefer three strong gaps to ten thin ones.
Coverage
Four to six bullets on what the set covers and what it is mostly made of (designs, populations, years).
Gaps
A table: # | kind | the gap in one sentence | evidence (IDs and what they show) | why it matters | confidence (high / medium / low).
Contradictions
For each: the finding in conflict, the IDs on each side, likely explanations. "None found" if none.
Open questions
Numbered research questions, each with a suggested design and the gap number it addresses.
Before you claim a gap
Three to five concrete searches (terms, databases or review types) to run before writing that the gap exists.
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
- Intermediate
- made for
- Researcher / scientist, Student
- risk
- read-only
- version
- v1.0.0 · experimental
- 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 find-research-gaps --target claude-codenpx skills add hermes-hq/hodios-dist --skill find-research-gaps -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
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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-matrixDesign a research study
Designs a study from a research question to hypotheses, design, variables, sampling and sample size, a pre-specified analysis plan and threats to validity. Use before collecting any data.
design-research-studyResearch 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-methodologistSummarise 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-paperWrite a literature review section
Synthesises sources into a thematic literature review section with in-text citations and a reference list, organised by idea rather than paper by paper. Use for theses, articles and proposals.
write-literature-review-sectionAppraise 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.
appraise-study-quality