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structured-logging

Generates standardized JSON logs with traceId for multi-agent debugging and auditing.

1|Updated Mar 7, 2026
Search Tags:#debugging#logging#agent#auditing#json#traceability
One-click install
npx skills add https://github.com/jimmymalhan/codereview-pilot --skill structured-logging-jimmymalhan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: structured-logging
Source: https://github.com/jimmymalhan/codereview-pilot/tree/main/.claude/skills/structured-logging
Command: npx skills add https://github.com/jimmymalhan/codereview-pilot --skill structured-logging-jimmymalhan

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of debugging complex multi-agent systems by providing a consistent, parseable, and searchable log format for all agent actions.

Core Features & Use Cases

  • Standardized JSON Logging: Ensures all agent activities are logged in a uniform JSON structure.
  • Traceability: Includes traceId for tracking requests across multiple agents and phases.
  • Debugging & Auditing: Facilitates easier root cause analysis and provides an audit trail of agent operations.
  • Use Case: When an incident occurs, you can quickly search logs by traceId to see the exact sequence of actions taken by each agent, their outcomes, and any errors encountered.

Quick Start

Enable structured logging by setting the AGENT_LOG environment variable to 1.

Frequently Asked Questions about structured-logging

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I debug a multi-agent workflow with traceable logs?▼

Traceable logs provide a consistent JSON structure with a unique traceId for all agent actions. By searching logs with this traceId, you can see the exact sequence of actions, outcomes, and errors across multiple agents during an incident.

What fields are included in a standardized JSON log format for agent actions?▼

Standardized JSON logging for agent actions includes timestamp, traceId, agent, phase, skill, action, outcome, and duration. These fields ensure parseable records for root cause analysis and operational auditing.

How do I enable structured logging for agent debugging?▼

Enable structured logging by setting the AGENT_LOG environment variable to 1. This activates the JSON logging format, directing the traceable output to either a file or stdout based on your environment configuration.

Does structured logging require any specific dependencies or frameworks?▼

Structured logging requires no external dependencies to enforce its JSON format across agent workflows. It operates independently, relying solely on environment configuration to direct logs to a file or stdout.

When do I need JSON logging for agent auditing?▼

You need JSON logging for agent auditing when you require a consistent, parseable audit trail of agent operations. The standardized format allows quick searching by traceId to review actions, outcomes, and errors.

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