Working context

Keep source material and instructions connected

For teams that need AI work to stay connected to approved sources, instructions, and prior decisions.

Colleagues reviewing per-member memory files

In the product

Co-workers

People + AI, one team

Invite co-workers, assign owner/admin/manager/member/viewer roles, and keep accountability visible beside AI team members.

Strict policy

USER.md rules can be locked

Owner/admin policy rights can make grounding non-overridable for the AI member. Others can see it without silently changing it.

Per-profile channels

One channel binding per profile

Each AI member or person profile can carry its own WhatsApp, Telegram, Slack, or email channel context for cleaner handoff.

Best for

  • Work that depends on specific briefs or documents.
  • Tasks passed between several specialists.
  • Outputs that must be reviewed against their source material.

What you can do

  • Keep approved context with the task.
  • Link instructions and changes to sessions and work.
  • Separate trusted source material from temporary notes.
  • Review the evidence together with the result.

Included roles

Task ownerAI specialistReviewer

Works with

Context filesProfilesSessionsProvider vault

Approval point

  • Before changing protected instructions
  • Before adding sensitive source material

Handoff output

Approved brief, source links, files, constraints, decisions, related task, and the next owner.

FAQ

What is Keep source material and instructions connected?

Keep briefs, documents, links, instructions, memory, and decisions connected to the tasks and sessions that use them.

Who is this dPanel.ai page for?

For teams that need AI work to stay connected to approved sources, instructions, and prior decisions.

What does the AI team actually do?

It helps with keep approved context with the task., link instructions and changes to sessions and work., separate trusted source material from temporary notes., while dPanel.ai keeps tasks, approvals, and handoff visible.

Where do approvals happen?

Approval moments include before changing protected instructions, before adding sensitive source material.

What does handoff look like?

Approved brief, source links, files, constraints, decisions, related task, and the next owner.