Log schema generator

Skill a5c-ai/babysitter/library/specializations/software-architecture/skills/log-schema-generator

Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

Install

npx -y skills add a5c-ai/babysitter --skill log-schema-generator

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What its author says it does

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Generate structured logging schemas with correlation ID patterns and ELK/Splunk integration

SKILL.md

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Log Schema Generator Skill

Overview

Generates structured logging schema definitions including log level standards, correlation ID patterns, and ELK/Splunk integration templates.

Capabilities

Structured logging schema definition
Log level standards (RFC 5424)
Correlation ID patterns
ELK Stack integration templates
Splunk integration templates
Log format standardization (JSON, logfmt)
Context propagation patterns
PII masking rules

Target Processes

observability-implementation

Input Schema

{
  "type": "object",
  "required": ["services"],
  "properties": {
    "services": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "name": { "type": "string" },
          "language": { "type": "string" },
          "framework": { "type": "string" }
        }
      }
    },
    "format": {
      "type": "string",
      "enum": ["json", "logfmt", "ecs"],
      "default": "json"
    },
    "integration": {
      "type": "string",
      "enum": ["elk", "splunk", "datadog", "cloudwatch"],
      "default": "elk"
    },
    "options": {
      "type": "object",
      "properties": {
        "includeCorrelationId": {
          "type": "boolean",
          "default": true
        },
        "includePiiMasking": {
          "type": "boolean",
          "default": true
        },
        "logLevels": {
          "type": "array",
          "default": ["debug", "info", "warn", "error", "fatal"]
        },
        "requiredFields": {
          "type": "array",
          "default": ["timestamp", "level", "message", "service"]
        }
      }
    }
  }
}

Output Schema

{
  "type": "object",
  "properties": {
    "schema": {
      "type": "object",
      "properties": {
        "fields": { "type": "array" },
        "requiredFields": { "type": "array" },
        "format": { "type": "string" }
      }
    },
    "correlationIdPattern": {
      "type": "object",
      "properties": {
        "headerName": { "type": "string" },
        "format": { "type": "string" },
        "propagation": { "type": "string" }
      }
    },
    "integrationConfig": {
      "type": "object",
      "description": "ELK/Splunk configuration"
    },
    "piiMaskingRules": {
      "type": "array"
    },
    "exampleLogs": {
      "type": "array"
    }
  }
}

Usage Example

{
  kind: 'skill',
  skill: {
    name: 'log-schema-generator',
    context: {
      services: [
        { name: 'api-service', language: 'typescript', framework: 'express' }
      ],
      format: 'json',
      integration: 'elk',
      options: {
        includeCorrelationId: true,
        includePiiMasking: true
      }
    }
  }
}