Production Error Triage Agent Pack
Prioritize Sentry production errors by real user impact, generate actionable remediation plans, and create assigned Jira issues — so your team fixes the errors that matter most instead of triaging noise.
A 4-step agentic workflow pack for coding built to run with Claude, ChatGPT, Cursor, and Claude Code. It drives an AI agent connected to Sentry, Jira, and Slack (for example via MCP), and still works without them — paste the relevant data in when the prompt asks. Most buyers get a reviewable result in about 10 minutes.
- Classify Sentry errors by type, frequency, and affected code path so your team sees the real signal, not the noise
- Assess user impact — affected user count, error rate trend, and revenue exposure — before deciding what to fix first
- Generate step-by-step remediation plans grounded in the error stack trace and Sentry event data
- Create Jira issues pre-populated with error details, reproduction steps, priority, and suggested owner
- Post a triage summary to Slack so the whole team knows what is being fixed and who owns it
- Run the full classify → analyze → plan → ticket workflow from a single agent session across Sentry, Jira, and Slack
Prompt Customization Service — optional help adapting variables and output to your brand voice. Choose your tier at checkout (not tied to this prompt's price).
Tap a tool for its official setup guide. Connect them to your AI agent (for example via MCP), or paste the data in manually.
This pack is $10 on its own. Buying every pack separately costs $935. The Lifetime Bundle is $149 one-time — you save $786 (84% off) and unlock every future pack free.
Get the Lifetime Bundle — $149Paste the license key from your receipt. It must match this prompt pack.
What ships with your purchase
Prompt files
Plain Markdown files with `{{variables}}` you fill in, ready to paste into ChatGPT, Claude, or Gemini. No setup, no tooling required.
Usage guide
Variable reference, model compatibility, examples, and customization tips so you can adapt the pack to your brand voice.
Lifetime updates
When we improve the pack, you get the new version automatically. Email support included with every purchase.
Models tested: Claude, ChatGPT, Cursor, Claude Code. Connected tools this pack drives: Sentry, Jira, Slack.
The workflow inside this pack
4 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Error Classification
Your agent reads open Sentry issues for the specified service, groups them by error type and stack trace fingerprint, and scores each by frequency and recency.
- Step 2
Impact Analysis
Point your agent at a specific Sentry issue and it reads event volume, affected user count, error rate trend over 24 hours, and release version data.
- Step 3
Remediation Planning
Your agent reads the full Sentry issue — stack trace, breadcrumbs, environment tags, and release — and works through a root cause hypothesis and contributing factors.
- Step 4 · optional
Issue Creation
Your agent creates a Jira issue with the Sentry error title, impact summary, remediation plan, priority, suggested owner, and a direct link back to the Sentry issue.
Perpetual (lifetime) use license
Your one-time purchase includes an ongoing right to use this prompt pack with the AI tools and models you control for your own and your clients' work — not for resale or public redistribution of the files as a product.
We keep the copyright
The prompt files, guides, examples, and bundled assets stay our copyrighted works (or our licensors'). Payment grants the limited license in our Terms only — it does not transfer ownership.
Need help adapting this prompt to your team? Add Prompt Customization Service at checkout.