warden
Your code is under new management. Agents that review your code - locally or on every PR - using the Skills you already know and love.
This is a skill source repository — not something you install directly. The skills here are built from this source into a portable Agent Plugin and installable client-specific plugins for Claude Code, Cursor, Codex, and Grok — install one of those, not this
$ npx -y skills add getsentry/sentry-for-ai --agent claude-code
Repo: getsentry/sentry-for-ai
What's inside
[!IMPORTANT] This is a skill source repository — not something you install directly. The skills here are built from this source into a portable Agent Plugin and installable client-specific plugins for Claude Code, Cursor, Codex, and Grok — install one of those, not this repo. They’re also served over HTTP at skills.sentry.dev for agents to fetch directly. In the future we may also publish the skills as a generic, standalone skills repository.
Your AI coding assistant already knows how to write code. This plugin teaches it Sentry — how to set it up, how to find and fix production issues, and how to get the most out of every feature.
Whether you’re adding Sentry to a new project, debugging a spike in errors, or configuring alerts, just ask. The plugin gives your assistant the context it needs to do it right.
Supports the Agent Plugins standard, Claude Code, Cursor, Codex, and Grok.
Set up Sentry in any project — SDK setup wizards that detect your stack, recommend the right features, and walk through the full installation. No copy-pasting from docs.
Add Sentry to my Next.js app
Set up Sentry in my Rails project
Add error monitoring to my iOS app
Find and fix production issues — Query your Sentry environment, triage errors, and fix them in place.
What are the top errors in the last 24 hours?
Which issues are affecting the most users?
Fix the recent Sentry errors
Review code with Sentry context — Automatically resolve bugs that Sentry or Seer flag in pull request comments.
Review PR #118 and fix the Sentry comments
Configure monitoring — Set up alerts, instrument AI/LLM calls, connect OpenTelemetry pipelines.
Create a Slack alert for new high-priority issues
Monitor my OpenAI calls with Sentry
Set up OTel Collector with Sentry exporter
This repository is the single source of truth for all skills, but it is not itself an
installable plugin.
Each assistant needs the plugin in a slightly different shape, so the
per-agent plugins are built from it by the build scripts under
src/plugins/<agent>/build.sh. CI runs these on every push and deploys each result to
its own distribution repository, whose root is exactly that agent’s plugin:
| Agent | Distribution repository |
|---|---|
| Agent Plugins 1.0.0 | getsentry/agent-plugin |
| Claude Code | getsentry/plugin-claude |
| Cursor | getsentry/plugin-cursor |
| Codex | getsentry/plugin-codex |
| Grok | getsentry/plugin-grok |
These repositories are generated; do not edit them. Each one’s README has the install instructions for that agent.
The skill library is also browsable at skills.sentry.dev
and available through the skills.sh
installer.
Each src/plugins/<agent>/build.sh takes an output directory and writes that agent’s
plugin into it (the Codex build moves the plugin under plugins/sentry/ and swaps the
skill tree’s disable-model-invocation flags for Codex’s agents/openai.yaml policy):
git clone https://github.com/getsentry/sentry-for-ai.git
cd sentry-for-ai
src/plugins/agent-plugin/build.sh /tmp/sentry-agent-plugin
To build any target locally, run src/plugins/<agent>/build.sh <output-dir>
(agent-plugin, claude, cursor, codex, or grok).
| Skill | What it does |
|---|---|
sentry-get-started | Guided entry point — orients to your current Sentry setup and routes to the right skill |
sentry-instrument | Add Sentry to a project, or wire up any signal — error monitoring, tracing, logging, metrics, profiling, session replay, user feedback, cron check-ins, and AI/LLM monitoring. Detects your platform and pulls the code from the reference library. |
sentry-debug-issue | Find a Sentry issue, pull full context, optionally run Seer root-cause / autofix, apply the fix, and resolve it |
| Skill | What it does |
|---|---|
sentry-otel-exporter-setup | Configure OTel Collector with the Sentry exporter for multi-project routing |
sentry-create-alert | Create alerts via the Sentry workflow engine API |
sentry-snapshots-cocoa | Set up Sentry Snapshots for Apple/Cocoa projects |
sentry-instrument doesn’t hard-code platform steps — it pulls them from a shared
library that the build hydrates into the skill:
src/references/sdks/<platform>/ — per-platform install and per-signal code, one
directory per supported platform.src/references/concepts/ — per-signal strategy: errors, tracing, logging,
metrics, profiling, session replay, user feedback, crons, releases, data scrubbing,
and choosing-a-signal.Superseded per-SDK “wizard” skills are frozen under
skills-legacy/, excluded from the plugin build.
The plugin configures the Sentry MCP server automatically on install. No extra setup needed.
Some skills require the GitHub CLI:
brew install gh # macOS
gh auth login
Skills follow the Agent Skills specification.
Each skill is a directory with a SKILL.md file containing YAML frontmatter and
markdown instructions.
A skill can declare the shared references it needs in a references.yml manifest; the
build hydrates the matching files from the shared library at references/ into the
skill so the shipped copy is self-contained.
MIT
.claude/
settings.json
.craft.yml
.flowmarkignore
.gitattributes
.github/
agents/
skill-creator.agent.md
skill-updater.agent.md
aw/
actions-lock.json
CODEOWNERS
skill-drift-matrix.json
workflows/
deploy-plugins.yml
lint.yml
release-build.yml
release-plugins.yml
release.yml
skill-drift.yml
smoke-installer.yml
.gitignore
.pre-commit-config.yaml
AGENTS.md
assets/
logo-small.svg
logo.svg
CLAUDE.md
LICENSE
mcp.json
package.json
packages/
installer/
.gitignore
.oxfmtrc.json
assets/
demo-dark.gif
demo-light.gif
CHANGELOG.md
LICENSE
package.json
README.md
rolldown.config.mjs
src/
__tests__/
clipboard.test.ts
fake-harness.ts
fake-system.ts
harnesses.test.ts
run.test.ts
ui-prompt.test.ts
ui.test.ts
clipboard.ts
harnesses/
claude.ts
codex.ts
cursor.ts
grok.ts
index.ts
shell.ts
types.ts
index.ts
instrument.ts
run.ts
system.ts
text-shimmer.ts
ui.ts
tsconfig.json
pnpm-lock.yaml
pnpm-workspace.yaml
README.md
scripts/
build-common.sh
build-skill-tree.sh
bump-version.sh
dev-version.sh
hydrate-references.py
lint.sh
validate-built-links.sh
validate-skill-links.py
skills-legacy/
sentry-android-sdk/
references/
crons.md
error-monitoring.md
integrations.md
logging.md
metrics.md
profiling.md
session-replay.md
tracing.md
SKILL.md
sentry-browser-sdk/
references/
error-monitoring.md
logging.md
profiling.md
session-replay.md
tracing.md
user-feedback.md
SKILL.md
sentry-cloudflare-sdk/
references/
crons.md
durable-objects.md
error-monitoring.md
logging.md
tracing.md
SKILL.md
sentry-cocoa-sdk/
references/
error-monitoring.md
logging.md
metrics.md
profiling.md
session-replay.md
tracing.md
user-feedback.md
SKILL.md
sentry-dotnet-sdk/
references/
crons.md
error-monitoring.md
logging.md
metrics.md
profiling.md
tracing.md
SKILL.md
sentry-elixir-sdk/
references/
crons.md
error-monitoring.md
logging.md
tracing.md
SKILL.md
sentry-fix-issues/
SKILL.md
sentry-flutter-sdk/
references/
ecosystem-integrations.md
error-monitoring.md
logging.md
metrics.md
profiling.md
session-replay.md
tracing.md
SKILL.md
sentry-go-sdk/
references/
crons.md
error-monitoring.md
logging.md
metrics.md
profiling.md
tracing.md
SKILL.md
sentry-instrument-logging/
SKILL.md
sentry-instrumentation-guide/
references/
choosing-signals.md
instrumentation-examples.md
SKILL.md
sentry-nestjs-sdk/
references/
ai-monitoring.md
crons.md
error-monitoring.md
logging.md
metrics.md
profiling.md
tracing.md
SKILL.md
sentry-nextjs-sdk/
references/
ai-monitoring.md
crons.md
error-monitoring.md
logging.md
metrics.md
profiling.md
session-replay.md
tracing.md
SKILL.md
sentry-node-sdk/
references/
ai-monitoring.md
crons.md
error-monitoring.md
logging.md
metrics.md
profiling.md
tracing.md
SKILL.md
sentry-php-sdk/
references/
ai-monitoring.md
crons.md
error-monitoring.md
laravel.md
logging.md
metrics.md
profiling.md
symfony.md
tracing.md
SKILL.md
sentry-python-sdk/
references/
ai-monitoring.md
crons.md
error-monitoring.md
logging.md
metrics.md
profiling.md
tracing.md
SKILL.md
sentry-react-native-sdk/
references/
error-monitoring.md
expo-config-plugin.md
logging.md
profiling.md
session-replay.md
tracing.md
user-feedback.md
SKILL.md
sentry-react-router-framework-sdk/
references/
error-monitoring.md
logging.md
profiling.md
react-router-framework-features.md
session-replay.md
tracing.md
user-feedback.md
SKILL.md
sentry-react-sdk/
references/
error-monitoring.md
logging.md
profiling.md
react-features.md
session-replay.md
tracing.md
SKILL.md
sentry-ruby-sdk/
references/
crons.md
error-monitoring.md
logging.md
metrics.md
migration.md
profiling.md
tracing.md
SKILL.md
sentry-sdk-setup/
SKILL.md
sentry-sdk-skill-creator/
references/
philosophy.md
quality-checklist.md
research-playbook.md
SKILL.md
sentry-sdk-upgrade/
references/
upgrade-patterns.md
v7-to-v8.md
v8-to-v9.md
v9-to-v10.md
SKILL.md
sentry-setup-ai-monitoring/
references/
sampling.md
SKILL.md
sentry-svelte-sdk/
references/
error-monitoring.md
logging.md
session-replay.md
tracing.md
SKILL.md
sentry-tanstack-start-sdk/
references/
error-monitoring.md
logging.md
session-replay.md
tanstackstart-features.md
tracing.md
user-feedback.md
SKILL.md
src/
plugins/
agent-plugin/
build.sh
mcp.json
plugin.json
README.md
validate.sh
claude/
build.sh
marketplace.json
plugin.json
README.md
validate.sh
codex/
build.sh
hide-skills.py
marketplace.json
plugin.json
README.md
validate.sh
cursor/
build.sh
marketplace.json
plugin.json
README.md
validate.sh
grok/
build.sh
marketplace.json
plugin.json
README.md
validate.sh
version.json
references/
auth-token.md
concepts/
ai-monitoring.md
choosing-a-signal.md
crons.md
data-scrubbing.md
errors.md
logging.md
metrics.md
monitors.md
profiling.md
reduce-volume.md
releases.md
session-replay.md
tracing.md
user-feedback.md
debug-artifacts/
android.md
apple.md
dotnet.md
flutter.md
index.md
javascript.md
matching.md
react-native.md
first-error-setup.md
new-project.md
releases/
ci-pipeline.md
index.md
suspect-commits.md
tagging.md
troubleshooting.md
sdks/
android/
crons.md
error-monitoring.md
index.md
integrations.md
logging.md
metrics.md
profiling.md
session-replay.md
tracing.md
browser/
error-monitoring.md
index.md
logging.md
profiling.md
session-replay.md
tracing.md
user-feedback.md
cloudflare/
ai-monitoring.md
crons.md
durable-objects.md
error-monitoring.md
index.md
logging.md
nodejs-compat.md
tracing.md
cocoa/
error-monitoring.md
index.md
logging.md
metrics.md
profiling.md
session-replay.md
tracing.md
user-feedback.md
dotnet/
crons.md
error-monitoring.md
index.md
logging.md
... 159 moreYour code is under new management. Agents that review your code - locally or on every PR - using the Skills you already know and love.
For skills to help set up Sentry in your project or debug production issues, see Agent skills for Sentry employees, following the Agent Skills open format.
For skills to help set up Sentry in your project or debug production issues, see Agent skills for Sentry employees, following the Agent Skills open format.
FAQ
sentry-for-ai is a Claude Code plugin with 8 hand-picked skills for monitoring work, indexed on Flowy. Install it with the command on its page. It includes sentry-create-alert, sentry-debug-issue, sentry-fix-stack-traces. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.