Agent Studio
An Agent is a named specialist with a role, a system prompt, an allowed tool set, a memory scope and a spending cap. Start from one of eight preset templates: Strategist, Copywriter, Designer Brief Writer, Media Buyer, Analyst, SEO Specialist, QA Reviewer and Community Manager. Every published configuration is an immutable version you can diff, roll back, publish, archive or duplicate.
- Pick a preset, rewrite the prompt, and set the personality sliders.
- Choose which tools the Agent may use, and attach knowledge bases with weighting.
- Run the Agent against a scenario in the test panel and watch the step trace before publishing.
- Set the per-run and per-day spending caps on the Agent itself.
Tools
Everything an Agent can do is a declared tool. Built-in tools read Workspace data, write and schedule posts, search the Media Library, query connected analytics, read ad performance and publish to a content system. Teams add their own: a custom HTTP tool points at an internal API with domain allow-listing and credentials pulled from a secrets vault rather than pasted inline.
- Upload an OpenAPI specification and let Collabre generate the tools from it.
- Build a tool in the visual composer instead of writing configuration by hand.
- Read tool analytics: which tools get called, how often, success rate and latency.
The human-in-the-loop Inbox
An Agent that needs something raises a blocking question, pauses its own run, and waits. There are six question types: Information, Approval, Choice, Creative Review, Tool Approval and Drift Alert. Questions route to the right person by expertise, carry a response deadline with a nudge at the halfway point, and expire unanswered.
- Open the Inbox, read the question and the run it paused, and answer it.
- Reassign a question, or act on several at once from the queue.
- Answer with a saved template, private or shared, with variable substitution.
- Record a spoken answer, then edit the transcript before you submit it.
Departments
A Department is a group of Agents with a charter, a conductor that decomposes the brief, and members that execute the subtasks. Seven presets ship: Marketing, Content, Analytics, Operations, SaaS Growth, DTC E-commerce and Agency. A person writes the brief, the conductor produces a plan, independent subtasks run in parallel, and the Department reports back with its cost and duration.
- Write a brief, start a run, and watch subtask status on the run dashboard.
- Swap a member Agent, or stack extra instructions onto one slot.
- Clone a Department that worked, and read its performance scorecard.
Activity
The Activity view shows what the workforce is doing right now. A real-time event feed carries filters and a step-trace drawer recording exactly what each Agent did. A kanban desks board groups the work into Department swimlanes, and a 3D office scene shows Agents at desks handing tasks over. Replay controls scrub back through a past run.
- Filter the feed to one Agent and open its step trace.
- Replay a run to the step where it went wrong.
- Put two runs side by side and diff them.
Memory
Memory has four scopes: session, Workspace, project and Department run. Workspace memory is opt-in and defaults to 30-day retention. There is deliberately no global memory across Workspaces, so nothing held in one Workspace reaches another. Cold-start snapshots let an Agent resume with context from its recent work rather than starting blank.
- Set the memory scope and the retention when you configure the Agent.
- Leave Workspace memory off, and the Agent keeps session context only.
Governance
Spending caps apply at three levels: per Agent run, per Agent per day, and per Workspace per month. Kill switches halt one Agent or every Agent at once. Tool approval rules allow, deny or require confirmation for any tool, scoped to the Workspace, an Agent, a Department or a Campaign, and the default is human confirmation on every call. Destructive actions are classified as automatic, human-in-the-loop or denied.
- Set the Autopilot level per Campaign; it runs Off, Suggest Only, Auto with Approval and Full Auto, and defaults to Suggest Only.
- Leave PII redaction on, so personal data is scrubbed from logs and Agent inputs.
- Control which Workspace roles may edit which parts of an Agent's configuration.
- Export a compliance report, and read each audit log entry with its reasoning.
Agent Marketplace
The Agent Marketplace lists Agent versions a Workspace has published, and Collabre seeds it with the same eight presets: Strategist, Copywriter, Designer Brief Writer, Media Buyer, Analyst, SEO Specialist, QA Reviewer and Community Manager. Installing clones the Agent into a Workspace you own or administer, so you can change its prompt, tools and caps without touching the original.
- Browse the listings and read what each preset is set up to do.
- Install a preset into your Workspace, then edit its prompt.
- Publish one of your own Agent versions for other Workspaces to install.