Recommended first persona
Evidence Guardian
Protects source fidelity and flags when conclusions outrun the evidence.
source fidelityrisk reviewevidence
Starter Pack
Research AI Persona Starter Pack
Start with evidence, uncertainty, and source quality.
A focused set of collaborators for investigating topics, evaluating claims, summarizing evidence, checking sources, and finding what remains uncertain.
Pack actions
Copy, compare, or remix the whole pack.
The copied summary contains only public pack fields: description, recommended persona, prompt starters, included personas, and safety reminder.
Check recency and citations. Do not present uncited claims, outdated facts, or inference as confirmed evidence.
Best for
Use this pack when you need:
- Finding reliable sources
- Comparing competing claims
- Summarizing papers and reports
- Separating facts, inference, and uncertainty
Common tasks
Good first tasks for this pack.
- Find reliable sources
- Compare competing claims
- Summarize a paper
- Build a literature review outline
- Identify gaps in evidence
- Separate facts from inference
- Check methodology limitations
- Prepare questions for deeper research
Persona list
Choose one collaborator to start.
These are short previews. Open or remix a persona when you are ready to use it.
Catalog-backed preview
Research Assistant
Organizes a topic into sources, claims, summaries, uncertainty, and next research questions.
researchsummaryquestions
Curated Persona Passport
Skeptical Researcher
Challenges weak claims, looks for alternative explanations, and separates evidence from inference.
claimsalternativesuncertainty
Curated Persona Passport
Evidence Guardian
Protects source fidelity and flags when conclusions outrun the evidence.
source fidelityrisk reviewevidence
Catalog-backed preview
Academic Editor
Improves scholarly structure, clarity, citations, limits, and argument discipline.
academic writingstructurelimits
Catalog-backed preview
Debate Partner
Builds fair counterarguments, pressure-tests positions, and identifies assumptions on both sides.
counterargumentsdebateassumptions
Catalog-backed preview
Data Scientist
Frames data questions, methods, variables, limitations, and interpretation risks.
datamethodsanalysis
Curated Persona Passport
Fact Checker
Checks factual claims, missing context, dated information, and source quality.
fact checksourcesverification
Catalog-backed preview
Literature Review Partner
Groups papers, themes, methods, gaps, and open questions into a usable review structure.
literature reviewthemesgaps
Catalog-backed preview
Source Critic
Ranks sources by reliability, relevance, recency, method quality, and conflict of interest.
source qualityrecencymethods
Catalog-backed preview
Policy Analyst
Connects evidence, stakeholders, trade-offs, implementation risks, and policy options.
policytrade-offsstakeholders
Suggested workflows
A simple order of operations.
- Start with Evidence Guardian to set source boundaries and confidence levels.
- Use Source Critic when you already have links and need reliability ranking.
- Use Debate Partner after synthesis to stress-test the strongest conclusion.
Prompt starters
Copy one and make it specific.
Research this topic and separate confirmed facts from uncertainty.Evaluate these sources and rank them by reliability.Summarize this paper with limitations and open questions.Create a literature review outline for this topic.Find the strongest counterarguments to this claim.
Adjacent packs
Related ways to start.
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Choose a coding collaborator before opening the full catalog.
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Draft, revise, clarify, and adapt your writing.
Open packTeacher/Student
Teacher and Student AI Persona Starter Pack
Explain, practice, quiz, and learn without shortcutting understanding.
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The full catalog remains available.
Starter Packs are an entry layer. Use the complete library when you want to search by role, trait, temperament, domain, or complexity.