5 step workflow
Write a sourced research article
Move from research question to cited draft without losing source discipline.
Workflow progress
Check off steps as you finish them. Progress stays in this browser.
Clarify the question
Why use it
A general assistant can narrow scope and define terms.
Prompt
Turn this topic into three researchable questions and list what evidence would answer each.
Input example
AI in education
Output example
Three focused questions and evidence needs.
What to watch
Define the time range, region, and population before searching.
Step 2
Find and group sources
Why use it
Cited search helps keep source trails visible.
Prompt
Find recent reliable sources for this question. Group by primary data, expert analysis, and criticism.
Input example
A research question
Output example
Source table with notes.
What to watch
Prefer original reports and papers over summaries of summaries.
Draft with source placeholders
Why use it
Long-form assistants can turn notes into a structured draft.
Prompt
Draft an article using only the notes below. Mark every factual claim with [source needed] if the source is unclear.
Input example
Grouped source notes
Output example
Draft article with verification markers.
What to watch
Do not allow the draft to create citations that are absent from the notes.
Step 4
Verify every factual claim
Why use it
Separating drafting from verification makes source gaps visible.
Prompt
Create a claim ledger from this draft with claim, source URL, publication date, and verification status.
Input example
Draft with source markers
Output example
A claim ledger with unresolved items highlighted.
What to watch
A citation beside a claim does not prove the source supports that exact claim.
Edit for clarity and publish
Why use it
A final editorial pass can improve structure without changing verified meaning.
Prompt
Edit for clarity, transitions, and concise wording. Preserve all citations and do not strengthen any claim.
Input example
Verified draft and claim ledger
Output example
A publication-ready article with intact citations.
What to watch
Perform a final human read for context, tone, and accidental plagiarism.