Home/Tools/@tpmjs/tools-monitoring-gap-analysis

monitoringGapAnalysisTool

@tpmjs/tools-monitoring-gap-analysis

Analyze monitoring coverage gaps across services to identify missing metrics, alerts, or logs

Official
ops
v0.2.0
MIT
⚠️

This tool is currently broken

Execution Failed
Runtime error with test parameters
Services array must contain at least one service

Last checked: 2/28/2026, 3:58:56 AM

Interactive Playground

Test @tpmjs/tools-monitoring-gap-analysis (monitoringGapAnalysisTool) with AI-powered execution

0/2000 characters

Installation & Usage

Install this tool and use it with the AI SDK

1. Install the package

npm install @tpmjs/tools-monitoring-gap-analysis
pnpm add @tpmjs/tools-monitoring-gap-analysis
yarn add @tpmjs/tools-monitoring-gap-analysis
bun add @tpmjs/tools-monitoring-gap-analysis
deno add npm:@tpmjs/tools-monitoring-gap-analysis

2. Import the tool

import { monitoringGapAnalysisTool } from '@tpmjs/tools-monitoring-gap-analysis';

3. Use with AI SDK

import { generateText } from 'ai';
import { openai } from '@ai-sdk/openai';
import { monitoringGapAnalysisTool } from '@tpmjs/tools-monitoring-gap-analysis';

const result = await generateText({
  model: openai('gpt-4o'),
  tools: { monitoringGapAnalysisTool },
  prompt: 'Your prompt here...',
});

console.log(result.text);

Signature

(services: { name: string; hasLogs: boolean; hasAlerts: boolean; hasMetrics: boolean }[]) => Promise<unknown>

Tags

across
alerts
analysis
analyze
coverage
gap
gaps
identify
metrics
missing
monitoring
observability
ops
services
sre
tpmjs

Parameters

Available configuration options

Auto-extracted
services
Required
Type: array

Array of services with monitoring status flags

Schema extracted: 2/28/2026, 3:58:55 AM

README

@tpmjs/tools-monitoring-gap-analysis

Analyze monitoring coverage gaps across services and endpoints to identify missing metrics, alerts, or logs with prioritized recommendations.

Installation

npm install @tpmjs/tools-monitoring-gap-analysis

Usage

import { monitoringGapAnalysisTool } from '@tpmjs/tools-monitoring-gap-analysis';

// Analyze monitoring coverage
const result = await monitoringGapAnalysisTool.execute({
  services: [
    {
      name: 'API Gateway',
      hasMetrics: true,
      hasAlerts: true,
      hasLogs: true
    },
    {
      name: 'Payment Service',
      hasMetrics: true,
      hasAlerts: false,
      hasLogs: true
    },
    {
      name: 'Email Worker',
      hasMetrics: false,
      hasAlerts: false,
      hasLogs: false
    },
    {
      name: 'User Service',
      hasMetrics: true,
      hasAlerts: true,
      hasLogs: false
    }
  ]
});

console.log(result.coverageScore); // 58
console.log(result.summary);
// "Analyzed 4 services with 58% overall monitoring coverage. Found 5 gaps across 3 services, including 1 critical gap requiring immediate attention."

console.log(result.gaps);
// [
//   {
//     service: "Email Worker",
//     gapType: "critical",
//     severity: "critical",
//     description: "Service has no monitoring coverage",
//     impact: "Cannot detect outages..."
//   },
//   ...
// ]

console.log(result.recommendations);
// [
//   {
//     priority: "high",
//     category: "metrics",
//     title: "Implement metrics collection for unmonitored services",
//     description: "Deploy metric exporters...",
//     affectedServices: ["Email Worker"]
//   },
//   ...
// ]

Input

  • services (array, required): Array of service objects with:
    • name (string): Service name
    • hasMetrics (boolean): Whether metrics collection is configured
    • hasAlerts (boolean): Whether alerting is configured
    • hasLogs (boolean): Whether log collection is configured

Output

Returns an object with:

  • gaps (array): Identified monitoring gaps, each containing:
    • service (string): Service name
    • gapType ('metrics' | 'alerts' | 'logs' | 'critical'): Type of gap
    • severity ('critical' | 'high' | 'medium'): Gap severity
    • description (string): What is missing
    • impact (string): Business/operational impact
  • recommendations (array): Prioritized recommendations, each containing:
    • priority ('high' | 'medium' | 'low'): Action priority
    • category ('metrics' | 'alerts' | 'logs' | 'infrastructure'): Recommendation type
    • title (string): Short recommendation title
    • description (string): Detailed implementation guidance
    • affectedServices (array): List of services this applies to
  • coverageScore (number): Overall coverage score 0-100 (based on % of services with complete monitoring)
  • summary (string): Human-readable analysis summary
  • metadata (object):
    • totalServices: Number of services analyzed
    • servicesWithGaps: Number of services with at least one gap
    • criticalGaps: Number of critical severity gaps
    • analyzedAt: ISO timestamp
    • coverageBreakdown: Coverage percentages by type (metrics, alerts, logs)

Features

  • Severity Classification: Gaps are classified as critical, high, or medium based on impact
  • Smart Recommendations: Prioritized, actionable recommendations grouped by category
  • Coverage Scoring: 0-100 score based on complete monitoring coverage (metrics + alerts + logs)
  • Coverage Breakdown: See coverage percentages by monitoring type
  • Critical Gap Detection: Services with zero monitoring are flagged as critical
  • Infrastructure Recommendations: Suggests platform-level improvements when many services lack monitoring

Gap Severity Logic

  • Critical: Service has NO monitoring coverage at all (no metrics, alerts, or logs)
  • High: Missing critical monitoring component (metrics or alerts)
  • Medium: Missing logs (when metrics/alerts exist)

Coverage Score Calculation

Score = (Total monitoring components present) / (Total services × 3) × 100

Each service can have up to 3 components (metrics, alerts, logs). A service with all three counts as 100% covered.

Example Scenarios

Well-monitored Infrastructure

// All services fully monitored
const result = await monitoringGapAnalysisTool.execute({
  services: [
    { name: 'API', hasMetrics: true, hasAlerts: true, hasLogs: true },
    { name: 'DB', hasMetrics: true, hasAlerts: true, hasLogs: true }
  ]
});
// coverageScore: 100
// gaps: []

Partial Monitoring (Common)

// Some gaps across services
const result = await monitoringGapAnalysisTool.execute({
  services: [
    { name: 'API', hasMetrics: true, hasAlerts: true, hasLogs: false },
    { name: 'Worker', hasMetrics: true, hasAlerts: false, hasLogs: false }
  ]
});
// coverageScore: 50
// gaps: 3 (1 medium for API logs, 2 high for Worker alerts/logs)

Critical Gaps

// Unmonitored service
const result = await monitoringGapAnalysisTool.execute({
  services: [
    { name: 'Legacy Service', hasMetrics: false, hasAlerts: false, hasLogs: false }
  ]
});
// coverageScore: 0
// gaps: 1 critical
// recommendations: High priority infrastructure setup

License

MIT

Statistics

Downloads/month

6

GitHub Stars

0

Quality Score

73%

Bundle Size

NPM Keywords

tpmjs
ops
monitoring
observability
sre

Maintainers

thomasdavis(thomasalwyndavis@gmail.com)

Frameworks

vercel-ai
monitoringGapAnalysisTool | TPMJS | TPMJS