observer

Passive workflow inference observes your session transcripts and message history to automatically identify entry patterns, phases, and branching logic. It builds a structured workflow state model by detecting pain points and tool usage without requiring manual documentation input.

Cross-session pattern detection requires access to session search and context scanning capabilities. The skill analyzes session transcripts and message history to extract entry points, decision branches, and tool usage across multiple sessions for process documentation.

Passive workflow discovery silently observes user sessions to infer and catalog processes without interrupting work. It operates within the workflow-architect framework to extract entry points, decision branches, and tool usage for process documentation.

Yes, session search and context scanning capabilities are required to perform cross-session pattern detection and build workflow state models. The skill analyzes session transcripts and message history to infer user workflow patterns.

Load a passive workflow inference skill, work normally through your debugging process, and then ask the agent to catalog the workflow from session history. This avoids manual documentation overhead by silently observing and inferring process patterns.

Passive workflow inference is limited by its dependency on session search and context scanning capabilities. Without these, cross-session pattern detection cannot occur, and the skill cannot extract entry points or decision branches for workflow state modeling.