Generate a chronological timeline of agent session events using MCP tools.
npx skills add https://github.com/pextacy/stellar --skill trace-pextacy
Please help me install this Agent Skill. Skill: trace Source: https://github.com/pextacy/stellar/tree/main/skills/trace Command: npx skills add https://github.com/pextacy/stellar --skill trace-pextacy
Visualize and analyze the sequence of events in a session, including hooks, keywords, skills, agents, and tools, to improve debugging and optimization.
Ask the trace tool to display the latest session timeline with an optional filter to focus on hooks, keywords, skills, agents, tools, or modes.
High-intent search queries and answers about installing and using this skill.
You can visualize agent interactions by generating a timeline that shows the chronological sequence of hooks, keywords, skills, agents, and tools, diagnosing flow issues during debugging.
Yes, you can filter the session timeline by event types such as hooks, keywords, skills, agents, tools, or modes, limiting outputs for targeted debugging and workflow optimization.
Debugging an agent session provides aggregate statistics including hook fire counts, keywords detected, skills activated, mode transitions, and tool performance to optimize workflows.
Yes, generating a session timeline and summary requires access to the trace_timeline and trace_summary MCP tools to visualize end-to-end agent flow traces for debugging.
The best way to debug complex agent workflows is to visualize the chronological trace of session events, analyzing hooks, keywords, skills, agents, and tools to optimize performance.
lis186Trace business logic execution paths from a given entry point.
Weihong-LiuAnalyze agent flow with event timelines and aggregate statistics.
hotaqDisplay chronological agent flow timelines and aggregate session summaries.
evalstateDiagnose fast-agent session failures by analyzing session.json and history JSON files.
