LO

logging-observability

Enforces Sentry error hierarchy: 4xx errors should never be logged, while 5xx errors must always be.

Install

mkdir -p .claude/skills/logging-observability && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/1273" && unzip -o skill.zip -d .claude/skills/logging-observability && rm skill.zip

Installs to .claude/skills/logging-observability

Activation

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Review code for correct logging and error handling patterns. Use when reviewing code that handles errors, uses logging functions, or captures exceptions. Enforces the error hierarchy where 4xx errors are never logged to Sentry and 5xx errors always are. Trigger phrases include "review logging", "check error handling", "audit observability", or verify correct use of logIssue vs logError.
389 chars✓ has a “when” triggerlonger than Claude Code's old 250-char listing cap (fine on current versions)
Intermediate

Key capabilities

  • Categorize API errors into 4xx or 5xx hierarchies
  • Identify improper usage of logIssue vs logError
  • Verify Sentry-suppression for client-side input errors
  • Enforce mandatory Sentry logging for system-level 5xx failures

How it works

Analyzes code against an hard-coded error hierarchy map and specific logging function dispatch rules.

Inputs & outputs

You give it
File path or code block for error handling audit
You get back
Diff fixing logging function usage and error class hierarchy

When to use logging-observability

  • Auditing API client error handling
  • Refactoring logIssue vs logError calls
  • Enforcing error hierarchy in codebase
  • Cleaning up Sentry noise from client-side errors

About this skill

Logging & Observability Correctness

Enforce correct logging and error handling patterns in the sentry-mcp codebase. The core principle: 4xx errors (user-correctable) must NEVER create Sentry issues. 5xx errors (system failures) must ALWAYS create Sentry issues.

Error Hierarchy

API Errors (packages/mcp-core/src/api-client/errors.ts)

ApiError (base class)
├─ ApiClientError (4xx - user errors, NOT sent to Sentry)
│  ├─ ApiPermissionError (403)
│  ├─ ApiNotFoundError (404)
│  ├─ ApiValidationError (400, 422)
│  ├─ ApiAuthenticationError (401)
│  └─ ApiRateLimitError (429)
└─ ApiServerError (5xx - system errors, SENT to Sentry)

4xx errors (ApiClientError): User input errors. The user can fix these by correcting their request. These must NEVER create Sentry issues.

5xx errors (ApiServerError): System failures. These indicate server-side problems outside user control. These must ALWAYS create Sentry issues.

Application Errors (packages/mcp-core/src/internal/errors.ts)

Error TypeSentry Issue?Use Case
UserInputErrorNoValidation failures the user can fix
ConfigurationErrorNoMissing or invalid configuration
LLMProviderErrorNoAI provider service unavailable (e.g., region restrictions)

Logging Functions (packages/mcp-core/src/telem/logging.ts)

FunctionCreates Sentry Issue?Use For
logDebug()NoDevelopment debugging information
logInfo()NoRoutine operational information
logWarn()NoExpected errors (4xx), recoverable conditions
logError()NoErrors that do NOT need alerting
logIssue()YesSystem failures (5xx), unexpected errors that need investigation

When to Use Each Function

logDebug(): Use for verbose debugging output that helps trace execution flow. Only visible when LOG_LEVEL=debug.

logInfo(): Use for routine operational events - tool calls, API requests, cache hits. Normal system behavior.

logWarn(): Use for expected error conditions - API 4xx responses, validation failures, rate limits. The system handled these gracefully.

logError(): Use for error conditions that do NOT need a Sentry issue. This logs at error level but does NOT create an issue.

logIssue(): Use ONLY for errors requiring investigation - 5xx responses, unexpected exceptions, system failures. This creates a Sentry issue with an Event ID.

Anti-Patterns to Catch

1. Logging 4xx Errors with logIssue()

// WRONG: Creates Sentry noise from user errors
if (error instanceof ApiClientError) {
  logIssue(error);  // Creates unnecessary Sentry issue
}

// CORRECT: Log without creating an issue
if (error instanceof ApiClientError) {
  logWarn(error, { loggerScope: ["api", "client-error"] });
}

Why this matters: 4xx errors are user-correctable. Creating Sentry issues for them generates noise that drowns out real system failures.

2. Missing logIssue() for 5xx Errors

// WRONG: Server errors go undetected
if (error instanceof ApiServerError) {
  logError(error);  // No Sentry issue created
  return formatError(error);
}

// CORRECT: Create Sentry issue for system failures
if (error instanceof ApiServerError) {
  const eventId = logIssue(error);
  return formatErrorWithEventId(error, eventId);
}

Why this matters: 5xx errors indicate system failures. Without Sentry issues, these go undetected and unresolved.

3. Using Raw console.log/warn/error

// WRONG: Bypasses structured logging
console.error("Something went wrong:", error);

// CORRECT: Use structured logging
logError(error, {
  loggerScope: ["my-tool"],
  extra: { context: "additional info" },
});

Why this matters: Raw console methods bypass Sentry integration, lose structured context, and make debugging harder.

4. Catching All Errors Indiscriminately

// WRONG: Treats all errors the same
try {
  await apiService.fetchData();
} catch (error) {
  logIssue(error);  // Even 404s create issues
}

// CORRECT: Discriminate by error type
try {
  await apiService.fetchData();
} catch (error) {
  if (error instanceof ApiServerError) {
    logIssue(error);
  } else if (error instanceof ApiClientError) {
    logWarn(error, { loggerScope: ["api"] });
  } else {
    logIssue(error);  // Unknown errors need investigation
  }
}

5. Missing Structured Context

// WRONG: No context for debugging
logIssue(error);

// CORRECT: Include structured context
logIssue(error, {
  loggerScope: ["tool-name", "operation"],
  contexts: {
    request: { organizationSlug, projectSlug },
  },
  extra: { attemptCount: 3 },
});

Why this matters: Structured context (loggerScope, extra, contexts) enables filtering and searching in Sentry and log aggregation systems.

6. Using captureException() Directly

// WRONG: Bypasses logging wrapper
import { captureException } from "@sentry/core";
captureException(error);

// CORRECT: Use the logging wrapper
logIssue(error, { contexts: { ... } });

Why this matters: logIssue() provides consistent formatting, adds structured context, and logs to both console and Sentry.

Correct Patterns

Tool Handler Pattern

Let errors bubble up to the MCP server wrapper. Do NOT catch errors unless adding value.

// CORRECT: Let errors bubble naturally
export async function handleTool(params: Params) {
  // API client throws typed errors via createApiError factory
  const result = await apiService.someMethod(params);
  return formatResult(result);
  // Errors bubble to MCP server -> formatErrorForUser handles them
}

The MCP server wrapper (formatErrorForUser) automatically:

  • Formats ApiClientError as "Input Error" (no Sentry issue)
  • Formats ApiServerError as "Error" with Event ID (creates Sentry issue)
  • Formats UserInputError as "Input Error" (no Sentry issue)

Agent Tool Pattern

Use agentTool() wrapper for embedded agent tools. It handles all error cases.

import { agentTool } from "../../internal/agents/tools/utils";

export function createMyTool(apiService: SentryApiService) {
  return agentTool({
    description: "Tool description",
    parameters: z.object({ param: z.string() }),
    execute: async (params) => {
      // No error handling needed - agentTool handles it
      const data = await apiService.someMethod(params);
      return formatResult(data);
    },
  });
}

The agentTool() wrapper automatically:

  • Returns { result: data } on success
  • Returns { error: "Input Error: ..." } for UserInputError and ApiClientError
  • Returns { error: "Server Error: ..." } with Event ID for ApiServerError
  • Uses logWarn() for 4xx errors (no Sentry issue)
  • Uses logIssue() for 5xx errors (creates Sentry issue)

Graceful Degradation with Error Discrimination

When implementing fallback behavior, discriminate errors properly.

async function fetchWithFallback() {
  try {
    return await primarySource.fetch();
  } catch (error) {
    if (error instanceof ApiClientError) {
      // 4xx: User error, don't retry or fall back
      throw error;
    }
    if (error instanceof ApiServerError) {
      // 5xx: System error, log and try fallback
      logIssue(error, {
        loggerScope: ["fetch", "primary-failed"],
        extra: { fallbackAttempted: true },
      });
      return await fallbackSource.fetch();
    }
    // Unknown error: Log and rethrow
    logIssue(error, { loggerScope: ["fetch", "unexpected"] });
    throw error;
  }
}

Including Event ID in User-Facing Errors

When system errors reach users, include the Event ID for support reference.

if (error instanceof ApiServerError) {
  const eventId = logIssue(error, {
    contexts: { request: { url, method } },
  });
  return {
    error: `Server error. Event ID: ${eventId}. Contact support with this ID.`,
  };
}

Review Checklist

When reviewing code for logging correctness, verify each item:

Error Classification

  • ApiClientError (4xx) uses logWarn(), NOT logIssue()
  • ApiServerError (5xx) uses logIssue(), NOT logWarn() or logError()
  • UserInputError uses logWarn(), NOT logIssue()
  • Unknown/unexpected errors use logIssue() for investigation

Logging Function Usage

  • No raw console.log/warn/error calls (use logDebug/Info/Warn/Error/Issue)
  • No direct captureException() calls (use logIssue() wrapper)
  • Appropriate log level for the situation (debug vs info vs warn vs error)

Structured Context

  • loggerScope identifies the component (e.g., ["tool-name", "operation"])
  • contexts includes request-level info (org, project, resource IDs)
  • extra includes debugging details (attempt counts, durations, flags)

Error Handling Patterns

  • Tool handlers let errors bubble (no unnecessary try/catch)
  • Agent tools use agentTool() wrapper
  • Error discrimination happens before logging decisions
  • Event IDs returned to users for 5xx errors

Common Issues

Pattern FoundSeverityAction
logIssue(ApiClientError)HighChange to logWarn()
Missing logIssue(ApiServerError)HighAdd logIssue() call
Raw console.error()MediumChange to logError() or logIssue()
captureException() directlyMediumChange to logIssue()
Missing loggerScopeLowAdd component identifier
Missing contexts/extraLowAdd structured debugging info

Reference Files

  • Logging functions: packages/mcp-core/src/telem/logging.ts
  • Error hierarchy: packages/mcp-core/src/api-client/errors.ts
  • Error formatting: packages/mcp-core/src/internal/error-handling.ts
  • Agent tool wrapper: `packages/mcp-core/src/inte

Content truncated.

When not to use it

  • General non-API error logging contexts
  • Frontend state error handling outside API request cycles

Limitations

  • Restricted to the provided sentry-mcp error class hierarchy
  • Cannot detect errors defined in third-party libraries

How it compares

Replaces subjective reviews with a deterministic audit against internal sentry-mcp error definitions.

Compared to similar skills

logging-observability side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
logging-observability (this skill)36moNo flagsIntermediate
incident-response-smart-fix44moNo flagsAdvanced
python-testing-patterns772moReviewIntermediate
error-handling-patterns352moNo flagsIntermediate

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