Agent Flow Trace

[TRACE MODE ACTIVATED]

Objective

Display the flow trace showing how hooks, keywords, skills, agents, tools, and modes interacted during this session.

User Command

$ARGUMENTS

Instructions

1. Call trace_timeline MCP tool first.
   • Default: latest session timeline with no arguments
   • If --filter <tool|agent> is provided, pass filter
   • If --last N is provided, pass last
2. Call trace_summary MCP tool after timeline.
3. Present the timeline first, then the summary.
4. Highlight:
   • Bottlenecks (tools with average duration >5s)
   • Mode transitions (execution mode changes)
   • Failure clusters (repeated failures by tool/step)
   • Flow patterns (keyword → skill → agent/tool chains)
5. Note runtime wiring when relevant:
   • MCP server config lives in mcp_template.json
   • Trace server runs via node toolboxes/trace/trace.js

Output Format

## Trace Timeline
<chronological events from trace_timeline>

## Trace Summary
<aggregate metrics from trace_summary>

## Highlights
- Bottlenecks: ...
- Mode transitions: ...
- Failure clusters: ...
- Flow patterns: ...