- Models repeat the same secondary sources
- Contrary evidence disappears during synthesis
- Confidence is reported without coverage limits
research workflow hub
Multi-model workflows for research
Use separate evidence, verification, and challenge stages to produce one transparent conclusion instead of model consensus theater.
- Preserve direct URLs and event dates
- Label model synthesis as inference
- Never use agreement between models as independent evidence
- Record coverage and unreviewed sources
One flow, bounded owners.
| Stage | Purpose | Suggested ownership |
|---|---|---|
| Protocol | Define the question, source hierarchy, dates, and exclusions | Planner |
| Evidence | Collect primary sources and direct findings | Researcher + note-taker |
| Verification | Check authority, dates, and claim support | Verifier + fact-checker |
| Counter-case | Find limitations and alternate explanations | Critic + devil’s advocate |
| Decision brief | Separate evidence, inference, recommendation, and unknown | Reviewer + formatter |
Authored recipes
Start from a tested structure.
dual · Builder 10
Inspect + download →Source-grounded research brief
Split evidence discovery and counter-analysis into two supervised tracks, then combine them into one cited brief.
Roles + task guides
Understand each responsibility.
primary role
Open role →Researcher
Finds and organizes evidence under a defined source, date, and relevance standard.
primary role
Open role →Verifier
Checks whether claims, calculations, links, states, and completion evidence are true.
support role
Open role →Researcher aide
Organizes source discovery and evidence extraction under the primary role’s research rules.
support role
Open role →Devil’s advocate
Constructs the strongest credible challenge to the primary role’s assumptions or conclusion.
task guide
Follow guide →Choose Solo, Collaboration, or Dual
Match the orchestration topology to the dependency structure of the work.
task guide
Follow guide →Configure Majesty Obmil supervisor rules
Give the supervisor explicit review, stop, takeover, and team rules.