Shared agent sessions
A teammate can pick up the same Codex or Claude Code conversation, see who said what, and follow the live output. Delegate a task, then bring its files and result back to the project.
Shui!
An experiment often starts in a conversation. In Shui!, turn that conversation into an idea, request the GPU hours or model tokens it needs, and work with your team and agents through the results.
Retrieval studyExample project
Retrieval study
YABBaseline comparisonRunning
Next: review the outputs@ Bring a teammate into the next step…
Test a new retrieval method
I
Idea and feedback
Start with the retrieval question, then split it into smaller experiments. Ask an agent to review the plan or help draft a resource request. Replies stay with the idea they discuss.
R
Request resources
Request GPU hours or model tokens for this revision. A reviewer can approve a stage, fund part of it, or pass the request to the next approver.
Execute the approved revision
Run the approved revision and return its outputs and reported usage to the idea. Release the unused allocation when the request closes.
Compare the retrieval settings.
Retrieval comparisonReview
- Question
- Does added context improve retrieval?
- Comparison
- Use the same evaluation set and change the context length.
- Result
- Keep the run outputs and comparison figure with this experiment.
comparison.svgFigure linked to this experiment
SVGPlan, run and review in the same project.
Resource decisions
Each request belongs to an idea revision. Reviewers can approve part of the requested GPU hours or tokens, allocate them to a smaller task, and review the reported usage when it finishes.
Saved credentials
Save a provider token once, then select it for an approved run. Shui! encrypts the token and lists its provider, purpose and status. You can rotate or revoke it from the workspace.
Split an idea without losing the discussion.
CircuIdea is built into Shui!. A broad question can branch into smaller ideas, each with its own revisions and replies. Resource requests follow the approval hierarchy, while the decision history records who approved what and why.
Return to the conversation with the results.
Open an experiment’s runs and figures beside the discussion that led to it. Share files with project members, keep the GitHub and Overleaf links close, and use the results to plan the next experiment.
I like drinking lots of water.
More about me ↗Run Shui!
Use your installed Codex or Claude Code CLI. Create a project, invite your team, and start with an idea.