hermes

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.

context

"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.

task

Analyse these sourcesOnly if [FIELD] is given: in :

sources

  1. 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.
  2. 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.
  3. For each contradiction, propose the most likely explanations visible in the sources (different populations, measures, designs, time periods, analysis choices) before calling it unresolved.
  4. Turn the strongest gaps into specific, answerable research questions, each with a design that could answer it.
  5. Rate your confidence in each gap. A gap visible only because this set is small or narrow is low confidence.
constraints
  • 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.
output format

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

Edit on GitHubReport a problem

use in

Hodios CLI
npx @hermes-hq/hodios install find-research-gaps --target claude-code
Agent Skills
npx skills add hermes-hq/hodios-dist --skill find-research-gaps -a claude-code
Add the Hodios marketplace (once)
claude plugin marketplace add hermes-hq/hodios-dist
Install the research-science plugin
claude plugin install hodios-research-science@hodios

The plugin brings every entry in this domain at once.

PromptLiterature review

Build 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-matrix
PromptResearch methods

Design 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-study
PersonaResearch methods

Research 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-methodologist
PromptLiterature review

Summarise 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-paper
PromptLiterature review

Write 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-section
PromptLiterature review

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.

appraise-study-quality