Official agent skill

Sentry SDK Skill Creator

by getsentry in getsentry/sentry-for-ai

Create a complete Sentry SDK skill bundle for any platform. An agent skill from getsentry/sentry-for-ai.

OfficialApache-2.0Auto-check: notesAgent Workflows

Install Sentry SDK Skill Creator

skills CLI
$ npx skills add getsentry/sentry-for-ai --skill sentry-sdk-skill-creator -a claude-code

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

GitHub CLI
$ gh skill install getsentry/sentry-for-ai sentry-sdk-skill-creator --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/getsentry/sentry-for-ai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills-legacy/sentry-sdk-skill-creator .claude/skills/sentry-sdk-skill-creator && 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-skill-creator
GitHub stars
268
Token cost
~3.5k tokens
SKILL.md length
1,442 words
Files
4 (incl. references)
Skills in repo
32
Repo updated
First seen
Licence
Apache-2.0

At a glance

Create a complete Sentry SDK skill bundle for any platform. An agent skill from getsentry/sentry-for-ai.

  • Works in 6 steps: Identify the SDK → Research → Create the Main SKILL.md → …
  • Asked to create an SDK skill
  • SKILL.md covers Invoke This Skill When, Phase 1: Identify the SDK, Phase 2: Research and Phase 3: Create the Main…, plus 4 more sections
  • Reaches docs.sentry.io; needs SENTRY_AUTH_TOKEN

What it does

Sentry SDK Skill Creator is an agent skill from getsentry/sentry-for-ai, published by the product's own GitHub organization. Create a complete Sentry SDK skill bundle for any platform. Use when asked to "create an SDK skill", "add a new platform skill", "write a Sentry skill for X", or build a new sentry-<platform-sdk skill bundle with wizard flow and feature reference files.

Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/philosophy.md`, `references/quality-checklist.md` and `references/research-playbook.md`).

It sits in Agent Workflows, covering Skill authoring. It works with Sentry. The repository describes itself as: Teach your AI coding assistant how to use Sentry - setup, debugging, alerts, and more. The licence is Apache-2.0.

When your agent uses it

  • Asked to create an SDK skill
  • Add a new platform skill
  • Write a Sentry skill for X
  • Build a new sentry-<platform-sdk skill bundle with wizard flow and feature reference files

Example prompts

  • “create an SDK skill”
  • “add a new platform skill”
  • “write a Sentry skill for X”
  • “/sentry-sdk-skill-creator”

Requirements

  • Python 3
  • Node.js
  • A credential in SENTRY_AUTH_TOKEN

Workflow steps

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

  1. Identify the SDK
  2. Research
  3. Create the Main SKILL.md
  4. Create Reference Files
  5. Verify Everything
  6. Register and Update Docs

What it can do on your machine

Read from SKILL.md and the folder at commit d8fd106. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    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 bash and markdown).

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • docs.sentry.io

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

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • SENTRY_AUTH_TOKEN

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

Context cost

Sentry SDK Skill Creator loads about 3.5k tokens when it runs, and up to ~9.7k if it reads all its reference files. Until then it costs about 70 tokens; SKILL.md has 1,442 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~70
When it runs · the whole SKILL.md, loaded when a task matches
~3.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~9.7k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteMentions a .env fileSKILL.md:248
    SENTRY_ORG`, `SENTRY_PROJECT`), and add `.env` to `.gitignore`.

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 getsentry/sentry-for-ai at commit d8fd106, republished under its Apache-2.0 licence (© getsentry). 1,442 words, ~3,519 tokens.

Download SKILL.mdSave it as .claude/skills/sentry-sdk-skill-creator/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
sentry-sdk-skill-creator
description
Create a complete Sentry SDK skill bundle for any platform. Use when asked to "create an SDK skill", "add a new platform skill", "write a Sentry skill for X", or build a new sentry-<platform>-sdk skill bundle with wizard flow and feature reference files.
license
Apache-2.0
category
internal
disable-model-invocation
true

All Skills > SDK Skill Creator

Create a Sentry SDK Skill Bundle

Produce a complete, research-backed SDK skill bundle — a main wizard SKILL.md plus deep-dive reference files for every feature pillar the SDK supports.

Invoke This Skill When

  • Asked to "create a Sentry SDK skill" for a new platform
  • Asked to "add support for [language/framework]" to sentry-agent-skills
  • Building a new sentry-<platform>-sdk skill bundle
  • Porting the SDK skill pattern to a new Sentry SDK

Read ${SKILL_ROOT}/references/philosophy.md first — it defines the bundle architecture, wizard flow, and design principles this skill implements.


Phase 1: Identify the SDK

Determine what you're building a skill for:

bash
# What SDK? What's the package name?
# Examples: sentry-go, @sentry/sveltekit, sentry-python, sentry-ruby, sentry-cocoa

Establish the feature matrix — which Sentry pillars does this SDK support?

PillarCheck docsNotes
Error MonitoringAlways availableNon-negotiable baseline
Tracing/PerformanceUsually availableCheck for span API
ProfilingVariesMay be removed or experimental
LoggingNewer featureCheck minimum version
MetricsNewer featureCheck minimum version
CronsBackend onlyNot available for frontend SDKs
Session ReplayFrontend onlyNot available for backend SDKs
AI MonitoringSome SDKsUsually JS + Python only

Reference existing SDK skills to understand the target quality level:

bash
ls skills/sentry-*-sdk/ 2>/dev/null
# Read 1-2 existing SDK skills for pattern reference

Phase 2: Research

This is the most critical phase. Skill quality depends entirely on accurate, current API knowledge. Do NOT write skills from memory — research every feature against official docs.

Research Strategy

Spin off parallel research tasks (using the claude tool with outputFile) — one per feature area. Each task should:

  1. Visit the official Sentry docs pages for that feature
  2. Visit the SDK's GitHub repo for source-level API verification
  3. Write thorough findings to a dedicated research file

Read ${SKILL_ROOT}/references/research-playbook.md for the detailed research execution plan, including prompt templates and file naming conventions.

Research the Sentry Wizard

Before diving into feature research, check whether the Sentry wizard CLI supports this framework:

bash
# Check the SDK's docs landing page for wizard instructions
# Visit: https://docs.sentry.io/platforms/<platform>/
# Look for: "npx @sentry/wizard@latest -i <integration>"

If a wizard integration exists:

  1. Document the exact wizard command and -i flag
  2. Document what the wizard creates/modifies (files, config, build plugins)
  3. Note that the wizard handles authentication interactively — login, org/project selection, and auth token creation/download all happen automatically
  4. Note whether the wizard sets up source map upload — this is critical for frontend SDKs
  5. This will become "Option 1: Wizard (Recommended)" in Phase 3 of the generated skill

Why this matters: The wizard handles the entire auth flow (login, org/project selection, auth token) and source map upload configuration automatically. Without source maps, production stack traces show minified code — making Sentry nearly useless for frontend debugging. And without the auth token, source maps can't be uploaded at all. The wizard is the most reliable way to get both right in a single step.

Research Batching

Batch research tasks by topic area. Run them in parallel where possible:

BatchTopicsOutput file
1Setup, configuration, all init options, framework detectionresearch/<sdk>-setup-config.md
2Error monitoring, panic/exception capture, scopes, enrichmentresearch/<sdk>-error-monitoring.md
3Tracing, profiling (if supported)research/<sdk>-tracing-profiling.md
4Logging, metrics, crons (if supported)research/<sdk>-logging-metrics-crons.md
5Session replay (frontend only), AI monitoring (if supported)research/<sdk>-replay-ai.md

Important: Tell each research task to write its output to a file (outputFile parameter). Do NOT consume research results inline — they're large (500–1200 lines each). Workers will read them from disk later.

Research Quality Gate

Before proceeding, verify each research file:

  • Has actual content (not just Claude's process notes)
  • Contains code examples with real API names
  • Includes minimum SDK versions
  • Covers framework-specific variations
bash
# Quick verification
for f in research/<sdk>-*.md; do
  echo "=== $(basename $f) ==="
  wc -l "$f"
  grep -c "^#" "$f"  # should have multiple headings
done

Re-run any research task that produced fewer than 100 lines — it likely failed silently.


Phase 3: Create the Main SKILL.md

The main SKILL.md implements the four-phase wizard from the philosophy doc. Keep it focused — the main file should cover the wizard flow, quick start config, framework tables, and reference dispatch. Deep-dive details for individual features belong in references/ files, not here. Be thorough but not redundant.

Gather Context First

Before writing, run a scout or read existing skills to understand conventions:

  • Frontmatter pattern (name, description, license)
  • "Invoke This Skill When" trigger phrases
  • Table formatting and code example style
  • Troubleshooting table conventions
SKILL.md Structure
markdown
---
name: sentry-<platform>-sdk
description: Full Sentry SDK setup for <Platform>. Use when asked to "add Sentry
  to <platform>", "install <package>", or configure error monitoring, tracing,
  [features] for <Platform> applications. Supports [frameworks].
license: Apache-2.0
---

# Sentry <Platform> SDK

## Invoke This Skill When
[trigger phrases]

## Phase 1: Detect
[bash commands to scan project — package manager, framework, existing Sentry, frontend/backend]

## Phase 2: Recommend
[opinionated feature matrix with "always / when detected / optional" logic]

## Phase 3: Guide
### Option 1: Wizard (Recommended)   ← if wizard exists for this framework
[blockquote telling the user to run the wizard themselves — it requires interactive browser login. Include the command in a copy-pasteable code block inside the blockquote. Tell them to come back when done. Add a line after the blockquote: "If the user skips the wizard, proceed with Option 2 (Manual Setup) below."]
### Option 2: Manual Setup            ← always include
### Install
### Quick Start — Recommended Init
### Source Maps Setup                  ← required for frontend/mobile SDKs
### Framework Middleware (if applicable)
### For Each Agreed Feature
[reference dispatch table: feature → ${SKILL_ROOT}/references/<feature>.md]

## Configuration Reference
[key init options table, environment variables]

## Verification
[test snippet]

## Phase 4: Cross-Link
[detect companion frontend/backend, suggest matching SDK skills]

## Troubleshooting
[common issues table]
Key Principles for the Main SKILL.md
  1. Keep it lean — deep details go in references, not here
  2. Wizard-first for framework SDKs — if the Sentry wizard supports this framework, present it as "Option 1: Wizard (Recommended)" before any manual setup. The wizard requires interactive browser login and cannot be run by the agent — present it in a blockquote telling the user to copy-paste the command into their own terminal, and come back when done. If the user skips the wizard, the agent proceeds with full manual setup. See ${SKILL_ROOT}/references/philosophy.md for the full pattern.
  3. Source maps are non-negotiable for frontend/mobile — the manual setup path must include source map upload configuration (build tool plugin + env vars). Without source maps, production stack traces are unreadable minified code.
  4. Detection commands must be real — test them against actual projects
  5. Recommendation logic must be opinionated — "always", "when X detected", not "maybe consider"
  6. Quick Start config should enable the most features with sensible defaults
  7. Framework middleware table — exact import paths, middleware calls, and quirks
  8. Cross-link aggressively — if Go backend, suggest frontend. If Svelte frontend, suggest backend.

Phase 4: Create Reference Files

One reference file per feature pillar the SDK supports. These are deep dives — they can be longer than the main SKILL.md.

Show full SKILL.md (576 more words)Show less
Reference File Structure
markdown
# <Feature> — Sentry <Platform> SDK

> Minimum SDK: `<package>` vX.Y.Z+

## Configuration

## Code Examples
### Basic usage
### Advanced patterns
### Framework-specific notes (if applicable)

## Best Practices

## Troubleshooting
| Issue | Solution |
|-------|----------|
What Makes a Good Reference

Read ${SKILL_ROOT}/references/quality-checklist.md for the full quality rubric.

Key points:

  • Working code examples — not pseudo-code, not truncated snippets
  • Tables for config options — type, default, minimum version
  • One complete example per pattern — don't show 5 variations of the same thing
  • Framework-specific notes — call out when behavior differs between frameworks
  • Minimum SDK version at the top — always
  • Honest about limitations — if a feature was removed (like Go profiling), say so
Feature-Specific Guidance
FeatureKey things to cover
Error MonitoringCapture APIs, panic/exception recovery, scopes, enrichment (tags/user/breadcrumbs), error chains, BeforeSend, fingerprinting
TracingSample rates, custom spans, distributed tracing, framework middleware, operation types
ProfilingSample rate config, how it attaches to traces, or honest "removed/not available"
LoggingEnable flag, logger API, integration with popular logging libraries, filtering
MetricsCounter/gauge/distribution APIs, units, attributes, best practices for cardinality
CronsCheck-in API, monitor config, schedule types, heartbeat patterns
Session ReplayReplay integration, sample rates, privacy masking, canvas/network recording

Note for frontend/mobile SDKs: Source map upload configuration belongs in the main SKILL.md (Phase 3: Guide), not in a reference file. It's part of the core setup flow — every frontend production deployment needs it. Cover the build tool plugin, the required env vars (SENTRY_AUTH_TOKEN, SENTRY_ORG, SENTRY_PROJECT), and add .env to .gitignore.


Phase 5: Verify Everything

Do NOT skip this phase. SDK APIs change frequently. Research can hallucinate. Workers can fabricate config keys.

API Verification

Run a dedicated verification pass against the SDK's actual source code:

Research prompt: "Verify these specific API names and signatures against
the <SDK> GitHub repo source code: [list every API from the skill files]"

Things that commonly go wrong:

  • Config option names with wrong casing (SendDefaultPii vs SendDefaultPII)
  • Fabricated config keys that don't exist (experimental.tracing — verify it's real)
  • Deprecated APIs used instead of modern replacements (configureScope → getIsolationScope)
  • Features listed as available when they've been removed (profiling in Go SDK)
  • Wrong minimum version numbers
Review Pass

Run a reviewer on the complete skill bundle:

  • Technical accuracy of code examples
  • Consistency between main SKILL.md and reference files
  • Consistency with existing SDK skills in the repo
  • Agent Skills spec compliance (frontmatter, naming)
Fix Review Findings

Triage by priority:

  • P0: Misleading claims (advertising removed features) — fix immediately
  • P1: Incorrect APIs, deprecated methods — fix before merge
  • P2: Style inconsistencies, version nitpicks — fix if quick
  • P3: Skip

Phase 6: Register and Update Docs

After the skill passes review:

  1. Update README.md — add to the SDK Skills table
  2. Update AGENTS.md — if the philosophy doc or skill categories section needs it
  3. Add usage examples — trigger phrases in the Usage section
  4. Document the bundle pattern — if this is a new SDK, note the references/ structure
Commit Strategy

Each major piece gets its own commit:

  1. feat(<platform>-sdk): add sentry-<platform>-sdk main SKILL.md wizard
  2. feat(<platform>-sdk): add reference deep-dives for all feature pillars
  3. docs(readme): add sentry-<platform>-sdk to available skills
  4. fix(skills): address review findings (if any)

Checklist

Before declaring the skill complete:

  • Philosophy doc read and followed
  • All feature pillars researched from official docs (not from memory)
  • Research files verified (real content, correct APIs, >100 lines each)
  • Main SKILL.md is focused — wizard flow + quick start + reference dispatch; deep dives in references
  • Main SKILL.md implements all 4 wizard phases
  • Wizard CLI checked — if supported, presented as "Option 1: Wizard (Recommended)" with auth flow + source map benefits described
  • Source map / debug symbol upload covered in manual setup path (frontend/mobile SDKs)
  • Reference file for each supported feature pillar
  • APIs verified against SDK source code
  • Review pass completed, findings addressed
  • Profiling/removed features honestly documented (not advertised)
  • Cross-links to companion frontend/backend skills
  • README.md updated
  • All commits polished with descriptive messages

© getsentry, Apache-2.0. 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-legacy/sentry-sdk-skill-creator of getsentry/sentry-for-ai.

  • SKILL.md
  • references/philosophy.md
  • references/quality-checklist.md
  • references/research-playbook.md

Open the folder on GitHubat commit d8fd106

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Works with

Categories

Questions about Sentry SDK Skill Creator

What does Sentry SDK Skill Creator do?

Create a complete Sentry SDK skill bundle for any platform. An agent skill from getsentry/sentry-for-ai. Sentry SDK Skill Creator is an agent skill from getsentry/sentry-for-ai, published by the product's own GitHub organization. Create a complete Sentry SDK skill bundle for any platform.

When should I use Sentry SDK Skill Creator?

Sentry SDK Skill Creator fits situations like: asked to create an SDK skill; add a new platform skill; write a Sentry skill for X; build a new sentry-<platform-sdk skill bundle with wizard flow and feature reference files.

How do I install Sentry SDK Skill Creator in Claude Code?

Run `npx skills add getsentry/sentry-for-ai --skill sentry-sdk-skill-creator -a claude-code`. Or copy the skill folder (skills-legacy/sentry-sdk-skill-creator in getsentry/sentry-for-ai) into .claude/skills/sentry-sdk-skill-creator in your project. Claude Code loads it when a task matches its description.

How do I install Sentry SDK Skill Creator in Codex?

Run `npx skills add getsentry/sentry-for-ai --skill sentry-sdk-skill-creator -a codex`. Or copy the skill folder (skills-legacy/sentry-sdk-skill-creator in getsentry/sentry-for-ai) into .agents/skills/sentry-sdk-skill-creator in your project. Codex loads it when a task matches its description.

Can I use Sentry SDK Skill Creator 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 getsentry/sentry-for-ai --skill sentry-sdk-skill-creator -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-skill-creator, .gemini/skills/sentry-sdk-skill-creator, .github/skills/sentry-sdk-skill-creator and .opencode/skills/sentry-sdk-skill-creator in your project.

What does Sentry SDK Skill Creator need to run?

Going by SKILL.md and its folder, Sentry SDK Skill Creator needs credentials named SENTRY_AUTH_TOKEN. Our summary lists: Python 3; Node.js; A credential in SENTRY_AUTH_TOKEN.

Does Sentry SDK Skill Creator access the network?

SKILL.md names 1 domain. In commands or code: docs.sentry.io; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Sentry SDK Skill Creator safe to install?

Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Sentry SDK Skill Creator use?

Sentry SDK Skill Creator is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Sentry SDK Skill Creator use?

About 3.5k tokens (SKILL.md is roughly 14k 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 6.2k tokens, read only when the agent opens those files.

What are the alternatives to Sentry SDK Skill Creator?

Skills that share tags, products or a category with Sentry SDK Skill Creator: Skill Creator (Azure/azqr, 795 stars), Claude Code Skill Developer Guide (diet103/claude-code-infrastructure-showcase, 10k stars), Darwin Skill Optimizer (alchaincyf/darwin-skill, 6.2k stars) and Claude Code Command Development (anthropics/claude-plugins-official, 38k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sentry SDK Skill Creator?

getsentry (a GitHub organization, an official publisher) maintains it in getsentry/sentry-for-ai, which has 268 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on October 7, 2026.

Source: getsentry/sentry-for-ai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.