aj-geddes/useful-ai-prompts9 files

Application Logging

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Specification
Skill ID
aj-geddes/useful-ai-prompts/application-logging
Publisher
aj-geddes
Repository
useful-ai-prompts
Installs
0
Files
9
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

aj-geddes/useful-ai-prompts/application-loggingInstalls these files
  • SKILL.md
  • references/elk-stack-setup.md
  • references/express-http-request-logging.md
  • references/flask-integration.md
  • references/logstash-configuration.md
  • references/nodejs-structured-logging-with-winston.md
  • references/python-structured-logging.md
  • scripts/validate-api.sh
  • templates/api-scaffold.yaml

What this skill tells the agent

Application Logging

Table of Contents

  • Overview
  • When to Use
  • Quick Start
  • Reference Guides
  • Best Practices

Overview

Implement comprehensive structured logging with proper levels, context, and centralized aggregation for effective debugging and monitoring.

When to Use

  • Application debugging
  • Audit trail creation
  • Performance analysis
  • Compliance requirements
  • Centralized log aggregation

Quick Start

Minimal working example:

// logger.js
const winston = require("winston");

const logFormat = winston.format.combine(
  winston.format.timestamp({ format: "YYYY-MM-DD HH:mm:ss" }),
  winston.format.errors({ stack: true }),
  winston.format.json(),
);

const logger = winston.createLogger({
  level: process.env.LOG_LEVEL || "info",
  format: logFormat,
  defaultMeta: {
    service: "api-service",
    environment: process.env.NODE_ENV || "development",
  },
  transports: [
    new winston.transports.Console({
      format: winston.format.combine(
        winston.format.colorize(),
        winston.format.simple(),
      ),
    }),
    new winston.transports.File({
      filename: "logs/error.log",
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

GuideContents
Node.js Structured Logging with WinstonNode.js Structured Logging with Winston
Express HTTP Request LoggingExpress HTTP Request Logging
Python Structured LoggingPython Structured Logging
Flask IntegrationFlask Integration
ELK Stack SetupELK Stack Setup
Logstash ConfigurationLogstash Configuration

Best Practices

✅ DO

  • Use structured JSON logging
  • Include request IDs for tracing
  • Log at appropriate levels
  • Add context to error logs
  • Implement log rotation
  • Use timestamps consistently
  • Aggregate logs centrally
  • Filter sensitive data

❌ DON'T

  • Log passwords or secrets
  • Log at INFO for every operation
  • Use unstructured messages
  • Ignore log storage limits
  • Skip context information
  • Log to stdout in production
  • Create unbounded log files

Use this skill in a project

Open any RiverX project, search the Skills panel for aj-geddes/useful-ai-prompts/application-logging, and install it in one click.

Use this skill