By name: codexkit-support-ticket-summarizer description: Summarize support tickets, chats, and customer threads into issue, impact, status, owner, and next response. Use for customer service handoffs, escalation triage, and support backlog review. version: 1.0.0 category: review
Support Ticket Summarizer
When to Use
- Condensing long customer support threads into a case summary.
- Preparing a handoff between support agents, engineering, success, or account teams.
- Reviewing a backlog of tickets for escalation patterns.
- Drafting a customer-safe response after understanding the issue.
Procedure
Step 1 - Identify The Customer Problem
Extract the customer's stated issue, affected product or service, timeline, and expected outcome.
Step 2 - Determine Impact And Urgency
Classify impact:
- blocker: customer cannot use a critical workflow
- degraded: workflow works with workaround or delay
- question: clarification, how-to, billing, or admin request
- feedback: product suggestion or sentiment
Step 3 - Summarize Evidence
Preserve important technical details, order IDs, screenshots mentioned, error messages, account tier, and prior troubleshooting.
Step 4 - Recommend Next Step
Suggest the next action for support, engineering, customer success, or billing. Do not promise resolution time unless provided.
Step 5 - Draft Response
Write a customer-facing response when requested. Keep it empathetic, specific, and honest about unknowns.
Inputs
| Input | Required | Format |
|---|---|---|
| Ticket or chat text | Yes | Thread, transcript, notes |
| Customer context | Recommended | Plan, segment, account owner |
| Current status | Optional | New, waiting, escalated, resolved |
| Internal constraints | Optional | SLA, support policy, escalation path |
Output
## Ticket Summary - [Ticket ID / Customer]
### Customer Issue
[Plain-language issue]
### Impact And Priority
[Impact level, urgency, rationale]
### Evidence
- [Relevant facts, error messages, dates]
### Work Done So Far
- [Troubleshooting steps]
### Recommended Next Step
| Owner | Action | Deadline / SLA | Notes |
|-------|--------|----------------|-------|
### Customer Response Draft
[Optional response]
Quality Criteria
- The issue summary is understandable without reading the full thread.
- Impact is grounded in customer consequences, not internal guesswork.
- Important IDs, error messages, dates, and commitments are preserved.
- The recommended next step has an owner or escalation path.
- Customer-facing language avoids blame and unsupported promises.
Verification (4C)
| Check | Question |
|---|---|
| Correctness | Does the summary match what the customer actually said and what support already tried? |
| Completeness | Are issue, impact, evidence, status, owner, and next step all present? |
| Context-fit | Does priority reflect SLA, customer tier, and operational impact? |
| Consequence | Could this summary cause the next agent to miss a contractual or customer commitment? |
Edge Cases
- Angry or escalated customer - Separate facts from emotion and recommend a manager or customer success touchpoint.
- Multiple issues in one ticket - Split into separate issue rows and identify which one is blocking.
- Missing reproduction details - Ask for exact steps, environment, screenshots, timestamps, or affected account IDs.
- Potential security/privacy issue - Stop and flag for the appropriate incident or privacy process.
Examples
Prompt: "Summarize this Zendesk ticket for escalation to engineering. Include issue, impact, evidence, and a customer response draft."
Bad pattern: "Customer is upset and app is broken." Good pattern: "Customer cannot export invoices for account ACME-142 since May 12. Error: 403 on export endpoint. Support reproduced on admin role."
Definition of Done
- A new agent can take over the ticket without rereading the full thread.
- Escalation criteria are clear.
- Customer-facing draft is accurate and safe to review.
Changelog
- v1.0.0 - Initial release