Run a team of support agents that triages each ticket, reproduces the problem, drafts a reply, and hands clean escalations to a human. Use when inbound support volume needs consistent handling and a person must approve every customer-facing reply before it goes out.
Scanned 9/5/2026
Install to Claude Code
npx -y skills add Amey-Thakur/AI-SKILLS --skill agent-support-desk --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: agent-support-desk
description: Run a team of support agents that triages each ticket, reproduces the problem, drafts a reply, and hands clean escalations to a human. Use when inbound support volume needs consistent handling and a person must approve every customer-facing reply before it goes out.
---
# Agent support desk
Point one agent at a ticket queue and it guesses severity, answers before it has
reproduced anything, and escalates either everything or nothing. A desk divides
the labor: one agent sorts, one reproduces, one writes, one decides when a
person takes over. The shape is a sequential pipeline with a capped repro loop
and an escalation branch that always exits to a human.
## Method
1. **Triage agent sorts and dedupes.** Load `support-engineer-role`. Read the
inbound ticket and emit `ticket.yaml`: severity S1 to S4, product area,
customer tier, and a dedupe key tying it to any open incident. An S1 outage
bypasses the queue and drops straight into the escalation branch.
2. **Repro agent isolates the failure.** Reproduce the reported behavior in a
clean environment and write `repro.md`: minimal steps, exact versions, actual
against expected. When the ticket lacks the detail to reproduce, reply with a
named list of missing facts rather than guessing at the cause.
3. **Cap the repro loop at two rounds.** After two requests for information,
mark the ticket cannot-reproduce and send it to escalation carrying what
was tried. A ticket that spins forever on missing data starves the rest of
the queue.
4. **Drafter writes the customer reply.** Turn `repro.md` into `reply.md`:
acknowledge, state the cause in the customer's words, give the fix or a
workaround, name the next checkpoint. Hold the product's voice and let no
internal jargon reach the customer.
5. **Escalation agent owns the handoff.** Route to a person when severity is S1
or S2, the customer is enterprise tier, the fix needs a code change, or repro
failed. Write `escalation.md`: summary, repro state, suggested owner.
Everything else stays inside the pipeline.
6. **A human approves before send.** No agent sends a customer-facing message.
The drafter's `reply.md` waits for a person to approve or edit it, because
the send is the human's call, not the desk's.
## Run it
In Claude Code, run the four roles as subagents behind an orchestrator that
reads `ticket.yaml` to choose the route and passes each artifact as a file on
the ticket's branch. Terminate when a human approves and sends the reply, or
when the ticket reaches a person through the escalation branch. To port, model
it as a CrewAI sequential Crew with a conditional escalation task, an AutoGen
GroupChat whose human proxy agent approves the reply, or a LangGraph graph with
a router node and a human-in-the-loop interrupt before send.
## Signals it works
- Every reply a customer received was approved by a person first.
- Triage severity matches what the ticket turned out to be once resolved.
- Cannot-reproduce tickets escalate with the steps tried, not a blank field.
## Boundaries
The desk handles inbound triage and drafting, not the fix: a code change hands
off to the engineering team's own flow. It does not set severity policy or
refund authority, which follow company convention, and human judgment owns
anything irreversible, from sending a reply to closing an enterprise
escalation.
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