Give work a home.
People, agents, systems, and context share one operating boundary.
Space holds the context. Goal defines success. Plan shapes the path. Task makes responsibility explicit. Run carries out the work. Four shared centers keep the chain moving.
People, agents, systems, and context share one operating boundary.
Align the outcome, the constraints, and the person who decides whether it is achieved.
Turn the goal into steps, dependencies, checkpoints, and a clear next move.
Each piece of work has an owner, a state, a deliverable, and an acceptance rule.
Agents carry out recoverable work with permission gates, while every external action leaves a visible record.
Register the agent, responsible person, authorized capabilities, channel route, runtime, and health inside its Space.
Package, validate, version, publish, and reuse Skills with clear ownership and a visible change history.
Bind project guidance and source repositories to a Space, so people and agents share the same source of truth.
Bring Feishu project messages into the work chain with sender context; explicit mentions reach the assigned agent.
Capture the request, make the decision, name the owner, run the work, and have a person accept the outcome. PureHub keeps every handoff on one accountable path.
Meetings, group chats, issues, research — what's said becomes signals and evidence.
Humans triage. Evidence becomes a decision — not an accidental commitment.
Decisions land on the task bus as owned, accountable work.
An agent takes the task into a recoverable Run and moves it forward within clear permission boundaries.
Artifacts, approvals, receipts — "done" means provable and accepted.
Everything rolls up into the project's current fact — one source of truth.
Messages enter the Space. Knowledge and Skills travel with the work. Agents take responsibility. Tasks and Runs stay traceable along the same work chain.
Sync cross-border listings to storefront
Draft weekly ops report from bus data
Reprice 48 SKUs against market feed
Pull customer-service backlog metrics
Publish QC summary page for partner
Refresh channel tokens, log rotation
Assemble morning sales digest
Choose a frequent, repetitive workflow with a clear boundary. Define who owns it, what the agent may do, and what a human must accept. Prove one small loop before scaling it.
High-frequency, repetitive, and close enough to revenue, cost, or customer experience to matter.
One owner, explicit permissions, and a human-readable acceptance standard.
Let humans and agents share one task and validate a small sample in the real system.
Only then expand the batch, add agents, and turn the playbook into reusable infrastructure.
In one internal workflow, 39 source assets moved through machine processing, three golden samples, customer confirmation, full-batch expansion, and a separate authorization for source deletion. The models were only one part. The business result depended on ownership, review, acceptance, and authority staying visible from start to finish.
Start with the work your team already does. Together, we will find the first step where people and agents can work better together.
The protocol spec, task-bus schema and SDKs are headed for open source. Self-host the loop on your own terms when they land.
Get notifiedStart from real collaboration: private deployment, business-system integration, and hands-on support to run the first shared task chain.
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