A process performer — an AP lead, ops manager, recruiter, analyst — asks their assistant to do real work: vendor reconciliation, invoice approval, candidate screening, ERP migration prep, audit walkthrough. The assistant should pull the customer’s existing process before improvising.Documentation Index
Fetch the complete documentation index at: https://developers.klarity.ai/llms.txt
Use this file to discover all available pages before exploring further.
Example prompts
- “Walk me through how to reconcile this batch of vendor invoices.”
- “Help me prep for tomorrow’s SOX walkthrough.”
- “I’m onboarding a new vendor — what’s our checklist?”
End-to-end recipe
Confirm the workspace
Call
list_accessible_workspaces and switch with switch_mcp_workspace if the user names a workspace other than the active one.Search for the process
Call
search with the task in the user’s words (“vendor invoice reconciliation”). Iterate two to four times with refined queries — single queries rarely cover broad topics.If results are still sparse, call get_process_hierarchy_tree to orient on the right value stream, then drill in.Fetch the matched process
Use
fetch to read steps, policies, inputs, outputs, and dependencies. If you need the richer nested payload (full version metadata or every dependency ID), call get_process_details directly.Pull recent observations
Call
get_recent_process_observations and get_process_observations to find emerging edge cases and exception patterns.Drill into the most relevant session
Call
get_observation_activity_timeline to read the exact user actions behind a deviation. This is the most “primary source” evidence the workspace has.Check boundaries (optional)
If the task touches another team or system, call
get_upstream_sources or get_downstream_dependencies to map handoffs.
