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SupportMedium 7 min· claude-opus-4-1

Ticket auto-tagger

Ticket auto-tagger powered by Claude over your help desk.

Read the full Support build guide →
NOT DEPLOYEDNOT DEPLOYED
0161ms
Trigger
POST https://hooks.claudeloops.run/ticket-auto-tagger · event=github.push:main
02881ms
Agent
claude-opus-4-1 · in 1181 tok · out 390 tok
03151ms
Tools
fetch-mcp/anthropic:messages.create → 200 OK · 121ms
0451ms
Verify
schema check · pydantic v2 passed
05141ms
Output
ticket #4821 triaged · macro suggested
0621ms
Notify
audit log written · runbook link attached
SUCCESS
0%
0 runs
P50
0ms
median
P95
0ms
tail
AVG COST
per run
LAST OK
never
LAST FAIL
never
none
Latency · last 30 runs0 samples
no runs yet
Latest output · what your users see
Zendesk #5201P2
Cannot revoke API key from dashboard
macro applied: escalate:billing/no-vat-line
// press Test to run once · Watch live to keep streaming · Deploy to make it real
The problem

Support volume scales faster than headcount.

The outcome

Claude takes the first pass; humans focus on judgement calls.

Ingredients & skills

Secrets
  • ANTHROPIC_API_KEY
  • ZENDESK_TOKEN
Providers
  • Anthropic
  • Zendesk
MCP servers
  • fetch-mcp
#support#cx#helpdesk

How it works

Ticket auto-tagger powered by Claude over your help desk.

Step 1

1 — Trigger on ticket

Webhook from Zendesk fires the agent.

Step 2

2 — Act

Tag, draft, route — never close without human review.

Step 3

3 — Log

Every action is logged in the audit trail for QA.

One-line deploy

The button above runs the same command with your saved config. This is the raw CLI form.

bash
npx claudeloops deploy ticket-auto-tagger
https://hooks.claudeloops.run/ticket-auto-tagger

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