Sentry agent skills for Claude Code, Cursor and RevampKey

5 ready-made playbooks that teach an AI agent how to do real Sentry work: which tools to call, what to check first, and when to stop and ask you.

Download RevampKey, free I have it: connect Sentry

Connect Sentry once and all 5 skills install themselves and stay up to date. Mac, Windows and Linux.

All 5 Sentry skills

Each skill is one job. You ask in plain words and the agent loads the skill that matches, then follows its steps.

Start hereAsks before writing16 Sentry tools

Sentry essentials skill for AI agents

The base Sentry skill. It resolves the right organization and project, writes real Sentry search queries, reads stack traces before drawing conclusions, and asks before it resolves, assigns or creates anything.

Use it when

Any Sentry request that no more specific skill covers
When staging and production are separate projects
Questions about setting up or configuring Sentry

Tools it uses

whoami
find_organizations
find_teams
find_projects
find_issues
find_errors
find_transactions
find_tags
get_issue_details
search_docs
get_doc
update_issue
create_team
create_project
update_project
create_dsn

Example

What are the top errors in production today?

In web-prod today: 1) TypeError: cannot read "id" of undefined in CartSummary, 1,240 events, 318 users, new since release 4.12.0; 2) a 504 from /api/search, 410 events; 3) ChunkLoadError, 160 events, mostly Safari 17. Query: is:unresolved environment:production firstSeen or lastSeen -24h, sorted by users.

Use in RevampKeyRead the full skill →

Asks before writing6 Sentry tools

Investigate a Sentry issue with AI

Takes a Sentry issue link and works out what breaks, for whom and since which release. It reads the stack trace, breadcrumbs and tags, uses Seer when useful, and proposes a fix with the evidence behind it.

Use it when

An alert fires and you need the cause fast
A customer reports an error you can find in Sentry
A regression right after a release

Tools it uses

get_issue_details
find_tags
find_errors
analyze_issue_with_seer
update_issue
find_transactions

Example

Why is WEB-3F7A happening?

It started in release 4.12.0 and hits 318 users, all on the new checkout. The frame is CartSummary.tsx:88: cart.coupon.id is read when coupon is null, and breadcrumbs show it happens right after a coupon is removed. Fix: guard with cart.coupon?.id. Confidence: high.

Use in RevampKeyRead the full skill →

Asks before writing6 Sentry tools

Triage Sentry issues with AI

Ranks your unresolved Sentry issues by users affected, groups duplicates, separates real bugs from noise, and proposes assign, resolve or ignore for each one, with changes applied only after you approve.

Use it when

The Sentry inbox is out of control
Weekly error-budget review
Before an on-call handover

Tools it uses

find_projects
find_issues
get_issue_details
find_teams
search_docs
update_issue

Example

Help me clean up unresolved issues in api-prod.

146 unresolved, 38 unassigned. Top 10 by users: 4 real bugs (assign to Payments and Search), 3 already fixed in 2.3.1 (resolve), 3 noise from a crawler user agent (ignore, and add an inbound filter). Apply these 10?

Use in RevampKeyRead the full skill →

Asks before writing10 Sentry tools

Set up Sentry for a new app with AI

Adds Sentry to an app: creates or reuses the team and project, gets the DSN, and follows Sentry's current docs for your framework, covering SDK install, releases and source maps, then checks that a test error arrives.

Use it when

Starting a new service or app
Moving to Sentry from another error tracker
Fixing missing source maps or releases

Tools it uses

find_teams
find_projects
find_dsns
create_team
create_project
update_project
create_dsn
search_docs
get_doc
find_issues

Example

Add Sentry to this Next.js app.

No existing project for this app. Proposed: project "web-dashboard" (platform javascript-nextjs) under team Frontend. After that I will add @sentry/nextjs, the three config files and source map upload with the DSN in SENTRY_DSN. Create the project?

Use in RevampKeyRead the full skill →

Read-only5 Sentry tools

Check release health in Sentry with AI

After a deploy, compares the new release with the last one in Sentry: new issues, regressions, error volume, users affected and slower transactions. It ends with a clear verdict: healthy, watch, or roll back.

Use it when

Right after a deploy
Deciding whether to roll back
Weekly release quality reviews

Tools it uses

find_releases
find_issues
find_errors
find_transactions
get_issue_details

Example

Is release 4.12.0 safe?

Watch, close to roll back. 4.12.0 has 3 new issues; one (CartSummary TypeError) hits 318 users in checkout. Errors per user are up 2.1x against 4.11.3 over the first 6 hours. Checkout p95 is unchanged. If the coupon fix cannot ship today, roll back.

Use in RevampKeyRead the full skill →

Get all 5 without copying a file

RevampKey adds the skills when you connect Sentry, updates them for you and removes them when you disconnect.

Download RevampKey

How Sentry skills work

Connect Sentry
The Sentry MCP server gives the agent its tools.
Ask in plain words
“Why is WEB-3F7A happening?” Each SKILL.md says when it applies, so only the one that fits is loaded.
Approve any change
The agent calls the tools in order, checks its work, and shows you any change before it makes it.

How to install Sentry skills

In RevampKey the skills install themselves when you connect Sentry. In other tools each skill is one folder with a SKILL.md file, and you also need the Sentry MCP server connected there.

About 1 minute · nothing to copy

Download RevampKey for Mac, Windows or Linux and sign in.
Open Connectors and connect Sentry. All 5 skills come with it and stay up to date; they go away when you remove the connector.
Ask in plain language, for example “Why is WEB-3F7A happening?”
Download RevampKeyConnect Sentry · 1 click
Get RevampKey to connect Sentry
RevampKey is a free desktop app for Mac, Windows and Linux. Install it, sign in, and Sentry is one click away with its skills already attached.
Download RevampKey
Not now? Use the skills in your current tool
for s in essentials issue-investigation issue-triage project-setup release-health; do curl -fsSL --create-dirs -o .claude/skills/sentry-$s/SKILL.md https://revampkey.com/marketplace/sentry/skills/$s/SKILL.md done
Other tools

Into this project’s .claude/skills folder

Connect the Sentry MCP server in Claude Code.

Run this in your project folder to add all 5 skills:

for s in essentials issue-investigation issue-triage project-setup release-health; do
  curl -fsSL --create-dirs -o .claude/skills/sentry-$s/SKILL.md https://revampkey.com/marketplace/sentry/skills/$s/SKILL.md
done

Ask in plain language, for example “Why is WEB-3F7A happening?”

Into the shared .agents/skills folder

Connect the Sentry MCP server in Cursor.

Run this in your project folder to add all 5 skills:

for s in essentials issue-investigation issue-triage project-setup release-health; do
  curl -fsSL --create-dirs -o .agents/skills/sentry-$s/SKILL.md https://revampkey.com/marketplace/sentry/skills/$s/SKILL.md
done

Ask in plain language, for example “Why is WEB-3F7A happening?”

Into the shared .agents/skills folder

Connect the Sentry MCP server in Codex.

Run this in your project folder to add all 5 skills:

for s in essentials issue-investigation issue-triage project-setup release-health; do
  curl -fsSL --create-dirs -o .agents/skills/sentry-$s/SKILL.md https://revampkey.com/marketplace/sentry/skills/$s/SKILL.md
done

Ask in plain language, for example “Why is WEB-3F7A happening?”

Into the shared .agents/skills folder

Connect the Sentry MCP server in VS Code.

Run this in your project folder to add all 5 skills:

for s in essentials issue-investigation issue-triage project-setup release-health; do
  curl -fsSL --create-dirs -o .agents/skills/sentry-$s/SKILL.md https://revampkey.com/marketplace/sentry/skills/$s/SKILL.md
done

Ask in plain language, for example “Why is WEB-3F7A happening?”

RevampKey or copy the files?

In RevampKey

One click when you connect Sentry
Updated for you when a skill improves
Removed when you disconnect
The MCP server is set up for you
800+ other connectors, same way

Download free

Copy into your project

One command per project
Run it again to get updates
You connect the Sentry MCP server yourself
Works in Claude Code, Cursor, Codex and VS Code

See the command

Sentry skills FAQ

What is a Sentry agent skill?

A SKILL.md file: a short playbook an AI agent loads when your request matches it. Each Sentry skill describes one job, which Sentry tools to use in which order, what to check first and when to stop and ask you.

Do the Sentry skills change anything on their own?

1 of the 5 only read. The others tell the agent to show you the change and wait for a yes before it creates, edits or deletes anything in Sentry.

Which tools can use these skills?

Any agent that reads the open Agent Skills format: Claude Code, Cursor, Codex, VS Code with Copilot and RevampKey. In RevampKey they are attached when you connect Sentry; elsewhere you copy the folders into your project or skills directory.

Do I need the Sentry MCP server too?

Yes. The skills tell the agent how to do the work; the Sentry MCP server gives it the tools to do it. The Sentry MCP setup guide covers every client.

Sentry MCP server setup · This page as Markdown

Put Sentry’s best workflows in your agent

Download RevampKey, connect Sentry and ask your first question in about a minute.

Download RevampKey Connect Sentry · 1 click

All 5 Sentry skills

Sentry essentials skill for AI agents

Use it when

Tools it uses

Investigate a Sentry issue with AI

Use it when

Tools it uses

Triage Sentry issues with AI

Use it when

Tools it uses

Set up Sentry for a new app with AI

Use it when

Tools it uses

Check release health in Sentry with AI

Use it when

Tools it uses

Get all 5 without copying a file

How Sentry skills work

How to install Sentry skills

RevampKey or copy the files?

In RevampKey

Copy into your project

Sentry skills FAQ

Put Sentry’s best workflows in your agent

Skills for related tools