Best practices for using Sentry SDK in TypeScript and Python.

MITAuto-check passed

Install Sentry SDK Patterns

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill sentry-sdk-patterns -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace sentry-sdk-patterns --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/sentry-sdk-patterns .claude/skills/sentry-sdk-patterns && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
sentry-sdk-patterns
GitHub stars
2.8k
Token cost
~3.1k tokens
SKILL.md length
495 words
Files
4 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Best practices for using Sentry SDK in TypeScript and Python.

  • Works in 3 steps: Structured Error Context with Scopes → Breadcrumbs, Filtering, and Fingerprints → Framework Integration and Performance…
  • Implementing structured error context with scopes
  • SKILL.md covers Overview, Prerequisites, Instructions and Output, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Sentry SDK Patterns is an agent skill from jeremylongshore/tons-of-skills-marketplace. Best practices for using Sentry SDK in TypeScript and Python. Use when implementing structured error context with scopes, breadcrumb strategies, beforeSend/beforeBreadcrumb filtering, custom fingerprinting, user context, or performance span creation. Trigger: "sentry best practices", "sentry patterns", "sentry sdk usage", "sentry scope", "sentry breadcrumbs", "sentry beforeSend", "sentry fingerprint".

Its SKILL.md is about 3.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/errors.md`, `references/examples.md` and `references/implementation.md`). Compatibility notes: Designed for Claude Code

It works with Sentry, Python and TypeScript. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Implementing structured error context with scopes
  • Breadcrumb strategies
  • BeforeSend/beforeBreadcrumb filtering
  • Custom fingerprinting

Example prompts

  • “sentry best practices”
  • “sentry patterns”
  • “sentry sdk usage”
  • “/sentry-sdk-patterns”

Requirements

  • Python 3
  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Grep

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Structured Error Context with Scopes
  2. Breadcrumbs, Filtering, and Fingerprints
  3. Framework Integration and Performance Spans

What it can do on your machine

Read from SKILL.md and the folder at commit 80f86df. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Grep

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript and python).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • docs.sentry.io

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Sentry SDK Patterns loads about 3.1k tokens when it runs, and up to ~5.5k if it reads all its reference files. Until then it costs about 106 tokens; SKILL.md has 495 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~106
When it runs · the whole SKILL.md, loaded when a task matches
~3.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit 80f86df, republished under its MIT licence (© jeremylongshore). 495 words, ~3,149 tokens.

Download SKILL.mdSave it as .claude/skills/sentry-sdk-patterns/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
sentry-sdk-patterns
description
Best practices for using Sentry SDK in TypeScript and Python. Use when implementing structured error context with scopes, breadcrumb strategies, beforeSend/beforeBreadcrumb filtering, custom fingerprinting, user context, or performance span creation. Trigger: "sentry best practices", "sentry patterns", "sentry sdk usage", "sentry scope", "sentry breadcrumbs", "sentry beforeSend", "sentry fingerprint".
allowed-tools
Read, Write, Edit, Grep
compatibility
Designed for Claude Code
version
1.51.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, sentry, python, typescript, best-practices, error-handling

Sentry SDK Patterns

Overview

Production patterns for @sentry/node (v8+) and sentry-sdk (Python 2.x+) covering scoped error context, breadcrumb strategies, event filtering with beforeSend, custom fingerprinting for issue grouping, and performance instrumentation with spans. All examples use real Sentry SDK APIs.

Prerequisites

  • Sentry SDK v8+ installed (@sentry/node, @sentry/react, or sentry-sdk)
  • SENTRY_DSN environment variable configured
  • Familiarity with async/await (TypeScript) or context managers (Python)

Instructions

Step 1 -- Structured Error Context with Scopes

Use Sentry.withScope() (TypeScript) or sentry_sdk.new_scope() (Python) to attach context to individual events without leaking state across requests.

TypeScript -- Scoped error capture:

typescript
import * as Sentry from '@sentry/node';

type ErrorSeverity = 'low' | 'medium' | 'high' | 'critical';

interface ErrorOptions {
  severity?: ErrorSeverity;
  tags?: Record<string, string>;
  context?: Record<string, unknown>;
  user?: { id: string; email?: string };
  fingerprint?: string[];
}

const SEVERITY_MAP: Record<ErrorSeverity, Sentry.SeverityLevel> = {
  low: 'info',
  medium: 'warning',
  high: 'error',
  critical: 'fatal',
};

export function captureError(error: Error, options: ErrorOptions = {}) {
  Sentry.withScope((scope) => {
    scope.setLevel(SEVERITY_MAP[options.severity || 'medium']);

    if (options.tags) {
      Object.entries(options.tags).forEach(([key, value]) => {
        scope.setTag(key, value);
      });
    }
    if (options.context) {
      scope.setContext('app', options.context);
    }
    if (options.user) {
      scope.setUser(options.user);
    }
    if (options.fingerprint) {
      scope.setFingerprint(options.fingerprint);
    }

    Sentry.captureException(error);
  });
}

Python -- Scoped error capture:

python
import sentry_sdk

def capture_error(error, severity="error", tags=None, context=None, user=None):
    """Capture exception with isolated scope context."""
    with sentry_sdk.new_scope() as scope:
        scope.set_level(severity)
        if tags:
            for key, value in tags.items():
                scope.set_tag(key, value)
        if context:
            scope.set_context("app", context)
        if user:
            scope.set_user(user)
        sentry_sdk.capture_exception(error)

Key rule: Never call Sentry.setTag() or sentry_sdk.set_tag() at the module level inside request handlers. Those mutate the global scope and leak between concurrent requests. Always use withScope() or new_scope().

Step 2 -- Breadcrumbs, Filtering, and Fingerprints
Structured breadcrumb helpers
typescript
import * as Sentry from '@sentry/node';

export const breadcrumb = {
  auth(action: string, userId?: string) {
    Sentry.addBreadcrumb({
      category: 'auth',
      message: `${action}${userId ? ` for user ${userId}` : ''}`,
      level: 'info',
    });
  },

  db(operation: string, table: string, durationMs?: number) {
    Sentry.addBreadcrumb({
      category: 'db',
      message: `${operation} on ${table}`,
      level: 'info',
      data: { table, operation, ...(durationMs && { duration_ms: durationMs }) },
    });
  },

  http(method: string, url: string, status: number) {
    Sentry.addBreadcrumb({
      category: 'http',
      message: `${method} ${url} -> ${status}`,
      level: status >= 400 ? 'warning' : 'info',
      data: { method, url, status_code: status },
    });
  },
};

Python breadcrumbs:

python
sentry_sdk.add_breadcrumb(
    category="auth", message="User logged in",
    level="info", data={"user_id": user_id, "method": "oauth"},
)
beforeSend -- Drop noise, scrub PII
typescript
Sentry.init({
  dsn: process.env.SENTRY_DSN,
  beforeSend(event, hint) {
    const error = hint?.originalException;
    // Drop non-actionable errors
    if (error instanceof Error) {
      if (error.message.includes('ResizeObserver loop')) return null;
      if (error.message.includes('Network request failed')) return null;
    }
    // Scrub PII from user context
    if (event.user) {
      delete event.user.ip_address;
      delete event.user.email;
    }
    return event;
  },
});

Python beforeSend:

python
def before_send(event, hint):
    if "exc_info" in hint:
        exc_type, exc_value, tb = hint["exc_info"]
        if isinstance(exc_value, (KeyboardInterrupt, SystemExit)):
            return None
    if "user" in event:
        event["user"].pop("email", None)
        event["user"].pop("ip_address", None)
    return event

sentry_sdk.init(dsn=os.environ["SENTRY_DSN"], before_send=before_send)
beforeBreadcrumb -- Filter noisy breadcrumbs
typescript
Sentry.init({
  dsn: process.env.SENTRY_DSN,
  beforeBreadcrumb(breadcrumb, hint) {
    // Drop console.log breadcrumbs in production
    if (breadcrumb.category === 'console' && breadcrumb.level === 'log') {
      return null;
    }
    // Redact auth tokens from HTTP breadcrumbs
    if (breadcrumb.category === 'fetch' && breadcrumb.data?.url) {
      const url = new URL(breadcrumb.data.url);
      url.searchParams.delete('token');
      breadcrumb.data.url = url.toString();
    }
    return breadcrumb;
  },
});
Custom fingerprints for issue grouping

Override default stack-trace grouping when the same root cause produces different stacks:

typescript
Sentry.withScope((scope) => {
  // Group all payment gateway timeouts together
  scope.setFingerprint(['payment-gateway-timeout', gatewayName]);
  Sentry.captureException(error);
});
python
with sentry_sdk.new_scope() as scope:
    scope.fingerprint = ["payment-gateway-timeout", gateway_name]
    sentry_sdk.capture_exception(error)
Step 3 -- Framework Integration and Performance Spans
Express middleware (Sentry v8)
typescript
import * as Sentry from '@sentry/node';
import express from 'express';

const app = express();

// Sentry v8: register error handler
Sentry.setupExpressErrorHandler(app);

// Request context middleware (register BEFORE routes)
app.use((req, res, next) => {
  Sentry.setUser({ id: req.user?.id, ip_address: req.ip });
  Sentry.addBreadcrumb({
    category: 'http',
    message: `${req.method} ${req.path}`,
    data: { query: req.query, params: req.params },
  });
  next();
});
React Error Boundary
tsx
import * as Sentry from '@sentry/react';

const SentryErrorBoundary = Sentry.withErrorBoundary(App, {
  fallback: ({ error, resetError }) => (
    <div>
      <h2>Something went wrong</h2>
      <button onClick={resetError}>Try again</button>
    </div>
  ),
  beforeCapture: (scope) => {
    scope.setTag('location', 'error-boundary');
    scope.setLevel('fatal');
  },
});
Performance spans (TypeScript)
typescript
async function processOrder(orderId: string) {
  return Sentry.startSpan(
    { name: 'processOrder', op: 'task', attributes: { orderId } },
    async (span) => {
      const order = await Sentry.startSpan(
        { name: 'db.getOrder', op: 'db.query' },
        () => db.orders.findById(orderId),
      );
      await Sentry.startSpan(
        { name: 'payment.charge', op: 'http.client' },
        () => chargePayment(order),
      );
      span.setStatus({ code: 1, message: 'ok' });
      return order;
    },
  );
}
Performance spans (Python)
python
import sentry_sdk
from functools import wraps

def sentry_traced(op="function"):
    """Decorator to wrap functions in Sentry spans."""
    def decorator(func):
        @wraps(func)
        def wrapper(*args, **kwargs):
            with sentry_sdk.start_span(op=op, name=func.__name__):
                return func(*args, **kwargs)
        return wrapper
    return decorator

@sentry_traced(op="db.query")
def get_user(user_id: str):
    return db.users.find_one({"_id": user_id})
Async batch processing with error isolation
typescript
async function processItems(items: Item[]) {
  const results = await Promise.allSettled(
    items.map((item) =>
      Sentry.startSpan({ name: `process.${item.type}`, op: 'task' }, () =>
        processItem(item),
      ),
    ),
  );

  const failures = results.filter(
    (r): r is PromiseRejectedResult => r.status === 'rejected',
  );

  if (failures.length > 0) {
    Sentry.withScope((scope) => {
      scope.setTag('batch_size', String(items.length));
      scope.setTag('failure_count', String(failures.length));
      Sentry.captureMessage(`${failures.length}/${items.length} items failed`, 'warning');
    });
    failures.forEach((f) => Sentry.captureException(f.reason));
  }
}

See implementation.md for Django middleware, test mocking patterns, and additional framework examples.

Output

After applying these patterns you will have:

  • Centralized error handler module with typed severity and scoped context
  • Structured breadcrumb helpers for auth, db, and http events
  • beforeSend filter that drops noise and scrubs PII
  • beforeBreadcrumb callback that redacts sensitive query parameters
  • Custom fingerprinting for accurate issue grouping
  • Framework error boundaries for Express and React
  • Performance spans for tracing critical code paths
Show full SKILL.md (233 more words)Show less

Error Handling

ErrorCauseSolution
Scope leaking between requestsGlobal scope mutations in async handlersUse withScope() / new_scope() for per-event context
Duplicate eventsError caught and re-thrown at two layersCapture at one level only -- middleware or handler, not both
Missing breadcrumbsCleared after max count (default 100)Set maxBreadcrumbs in Sentry.init()
beforeSend returns undefinedMissing return statementAlways return event or null explicitly
Events grouped incorrectlyDefault stack-trace fingerprintingUse scope.setFingerprint() with semantic keys
Sentry is not definedSDK not importedVerify import * as Sentry from '@sentry/node'
Spans not appearingMissing tracing configSet tracesSampleRate in Sentry.init()

Examples

Centralized error handler: Create lib/error-handler.ts wrapping Sentry.withScope() with typed severity, tags, context, user, and fingerprint support.

Breadcrumb trail for checkout: Add breadcrumb.auth('login'), breadcrumb.db('SELECT', 'orders'), breadcrumb.http('POST', '/api/payments', 201) before critical operations so errors include full context timeline.

Noise filtering: Configure beforeSend to drop ResizeObserver loop and Network request failed, scrub PII from user context and cookies.

Fix issue grouping: Add scope.setFingerprint(['payment-gateway-timeout', gatewayName]) to group all payment timeouts by gateway.

See examples.md for full worked scenarios with Python context managers and async wrappers.

Resources

Next Steps

  • sentry-error-capture -- Deep dive on captureException vs captureMessage semantics
  • sentry-performance-tracing -- Full distributed tracing with tracesSampleRate and custom instrumentation
  • sentry-data-handling -- PII scrubbing, data residency, and GDPR-compliant configuration
  • sentry-common-errors -- Troubleshooting guide for frequent SDK issues

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (references) in skills/.curated/sentry-sdk-patterns of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/errors.md
  • references/examples.md
  • references/implementation.md

Open the folder on GitHubat commit 80f86df

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Questions about Sentry SDK Patterns

What does Sentry SDK Patterns do?

Best practices for using Sentry SDK in TypeScript and Python. Sentry SDK Patterns is an agent skill from jeremylongshore/tons-of-skills-marketplace. Best practices for using Sentry SDK in TypeScript and Python.

When should I use Sentry SDK Patterns?

Sentry SDK Patterns fits situations like: implementing structured error context with scopes; breadcrumb strategies; beforeSend/beforeBreadcrumb filtering; custom fingerprinting.

How do I install Sentry SDK Patterns in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill sentry-sdk-patterns -a claude-code`. Or copy the skill folder (skills/.curated/sentry-sdk-patterns in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/sentry-sdk-patterns in your project. Claude Code loads it when a task matches its description.

How do I install Sentry SDK Patterns in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill sentry-sdk-patterns -a codex`. Or copy the skill folder (skills/.curated/sentry-sdk-patterns in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/sentry-sdk-patterns in your project. Codex loads it when a task matches its description.

Can I use Sentry SDK Patterns in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill sentry-sdk-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sentry-sdk-patterns, .gemini/skills/sentry-sdk-patterns, .github/skills/sentry-sdk-patterns and .opencode/skills/sentry-sdk-patterns in your project.

What does Sentry SDK Patterns need to run?

SKILL.md names no scripts, command-line tools or credentials: Sentry SDK Patterns is instructions for the agent only. Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Write, Edit, Grep. Compatibility (from SKILL.md): Designed for Claude Code.

Does Sentry SDK Patterns access the network?

SKILL.md names 1 domain. As links in the text: docs.sentry.io. This is read from the text; nothing was executed.

Is Sentry SDK Patterns safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Sentry SDK Patterns use?

Sentry SDK Patterns is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Sentry SDK Patterns use?

About 3.1k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.4k tokens, read only when the agent opens those files.

What are the alternatives to Sentry SDK Patterns?

Skills that share tags, products or a category with Sentry SDK Patterns: MCP Server Builder (anthropics/skills, 180k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars) and Image to Three.js Model (img2threejs/img2threejs, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sentry SDK Patterns?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,825 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 9, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.