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Design a literature search
Translate a research question into concepts, controlled vocabulary, text terms, database-specific queries, limits, and a documented search log.
Scholarly research workflow
CategoryData & Research
Codex Skills for Academic Research
Codex Skills for Academic Research give Codex a structured way to plan literature searches, track inclusion decisions, organize references, extract evidence, and draft a transparent synthesis. Download the skills and adapt them to your discipline, methodology, databases, and citation style.
Literature reviewStudy screeningCitationsEvidence extraction
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task: map evidence on remote labs
inspect:
- research question
- eligibility criteria
- study metadata
verify: citations + decision logAcademic work must be reproducible
A convincing summary is not enough if nobody can trace how the evidence was selected.
Academic research depends on explicit questions, appropriate databases, documented search strategies, screening criteria, accurate metadata, critical appraisal, and careful distinction between what a study reports and what the reviewer concludes.
These skills give Codex a workflow for literature reviews and other scholarly tasks while preserving source records, eligibility decisions, evidence tables, citation details, and uncertainty.
What the downloadable skills can do
What Codex Skills for Academic Research can help Codex organize
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Screen and manage study records
Deduplicate records, apply stated eligibility criteria, record exclusion reasons, link multiple reports, and keep the study as the unit of interest.
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Extract and appraise evidence
Build consistent evidence tables for methods, samples, outcomes, limitations, and risk-of-bias judgments without inventing missing data.
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Draft a transparent synthesis
Group findings by the research question, distinguish results from interpretation, preserve contradictory evidence, and keep citations attached to claims.
A documented scholarly process
Move from research question to synthesis with the decisions recorded
The workflow keeps searching, screening, extraction, appraisal, and writing as separate stages. That makes errors easier to find and the final work easier to reproduce.
workflow.statusREADY
Context → Plan → Work → Verify
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Define the protocol
Specify the question, scope, eligible study designs, population or context, outcomes, time range, languages, databases, and planned synthesis.
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Search and preserve records
Run database-appropriate strategies, export full metadata, retain search dates and counts, merge results, and flag duplicates.
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Screen and extract consistently
Apply the same criteria to each record, record reasons for exclusion, link study reports, and use a predefined extraction form.
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Synthesize with limitations visible
Compare methods and findings, assess study quality, explain heterogeneity, identify gaps, and avoid claims stronger than the evidence.
Useful across scholarly assignments
Choose the review method that fits the academic question
A narrative review, scoping review, systematic review, and evidence map require different levels of protocol, search breadth, screening, and reporting.
Literature reviews
Find and organize scholarship around a focused question, theoretical debate, method, or historical development.
Systematic reviews
Support protocol-driven searching, study selection, extraction, appraisal, synthesis, and transparent reporting.
Scoping reviews
Map the extent, concepts, methods, populations, and gaps in a broad or emerging body of literature.
Theses and dissertations
Manage a long-running research question, reading notes, chapter evidence, citations, methods decisions, and revision checks.
Common academic assignments
Use the skills before writing, while reviewing, and during final checks
The workflow can be narrowed for a course paper or expanded for a protocol-led review.
01Turn a topic into a researchable question
02Create database search strategies
03Deduplicate and screen study records
04Build a literature review matrix
05Extract methods and findings consistently
06Check citation metadata and DOI records
07Draft a thematic or evidence synthesis
08Audit claims against cited sources
Who benefits most
Who Is This For?
These skills are for researchers who need an organized scholarly workflow and a visible record of how evidence moved into the final document.
Graduate students
Structure literature searches, reading notes, evidence matrices, thesis chapters, citations, and revision checks.
Academic researchers
Support repeatable searching, screening, extraction, appraisal, and synthesis across collaborative projects.
Research assistants
Follow consistent eligibility, metadata, note-taking, and evidence-extraction procedures set by the project lead.
Review teams
Maintain search logs, screening decisions, evidence tables, disagreement notes, and reporting materials across the review process.
Good to know:
The skills assist research organization and synthesis. They do not replace subject expertise, librarian support, ethics review, statistical judgment, peer review, or verification of every citation and extracted value.
Set up a scholarly research workspace
Installation Guide
Install the skills inside one research repository or make them available across your academic projects.
Download and extract the academic research skills
Keep each SKILL.md file with included protocol checklists, search guidance, extraction templates, and reference rules.
Choose the correct scope
Use a repository skill for one study or review protocol, or the user location for a reusable academic workflow.
Add your methodology and source rules
Record the discipline, databases, eligibility criteria, citation style, reporting guideline, data fields, and prohibited assumptions.
Open Codex in the research folder
Codex detects installed skills automatically. Restart Codex if a newly added skill is missing.
Begin with the protocol or assignment
Provide the research question, review type, scope, databases, date limits, inclusion criteria, and expected output before searching.
Before you download
Frequently Asked Questions
Answers about literature reviews, citations, databases, PDFs, academic integrity, and human review.
Can the skills conduct a systematic review automatically?+
No. They can support search planning, records, screening workflows, extraction, synthesis, and reporting, but a valid systematic review requires qualified human decisions and appropriate methodology.
Can Codex search subscription academic databases?+
Only when the environment provides authorized access. The workflow can still help prepare database-specific strategies and process exported records.
Will citations always be accurate?+
They must be verified. The skills can preserve metadata, check DOI records, and audit in-text citations, but researchers should confirm every reference against the original source.
Can the skills read and summarize research PDFs?+
Yes, when the files are available and readable. The workflow separates direct study findings from reviewer interpretation and records missing or unclear information.
Do these skills help with plagiarism or academic integrity?+
They encourage source attribution, quotation control, citation checks, and original synthesis. Users remain responsible for following institutional rules on AI assistance and authorship.
Make the evidence trail part of the work
Give Codex an academic workflow built around documented searches, careful selection, and traceable synthesis.
Clear protocols. Organized records. Verified citations. Conclusions that stay close to the evidence.