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Skills/anthropics/knowledge-work-plugins/handle-complaint
handle-complaint logo

handle-complaint

anthropics/knowledge-work-plugins
513 installs21K stars
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Installation

npx skills add https://github.com/anthropics/knowledge-work-plugins --skill handle-complaint

Summary

Handles an incoming customer complaint end-to-end — pulls context, drafts a response, and suggests an operational fix. Accepts optional email or ticket ID argument.

SKILL.md

Run the complaint resolution workflow by chaining two skills. Read the complaint, gather context, draft a response, and suggest a fix so it doesn't happen again.

Parse arguments:

  • EMAIL_OR_TICKET_ID (optional) — Gmail thread ID, HubSpot ticket ID, or "latest" to pull the most recent unresolved complaint. If omitted, ask the owner to paste the complaint text.

Step 1 — Load the complaint (ticket-deflector)

Using the ticket-deflector skill workflow:

  1. If an ID was given: pull the full thread from Gmail or HubSpot.
  2. If "latest": pull the most recent unresolved HubSpot ticket or Gmail thread tagged as complaint/support.
  3. If neither: ask the owner to paste the complaint text directly.
  4. Identify: customer name, order/account info, what they're upset about, what they're asking for.

Step 2 — Pull context

  1. Search HubSpot for the customer's history: past purchases, prior complaints, deal stage, lifetime value.
  2. Search PayPal for relevant transaction: order status, refund history, dispute status.
  3. Summarize: "This is a {new/returning} customer, ${lifetime_value} in purchases, {0/N} prior complaints. Their current issue is {one sentence}."

Step 3 — Draft response (ticket-deflector)

Using the ticket-deflector skill workflow for tone-matched response:

  1. Draft a reply matched to the severity and the customer's history:
  • First-time complainers with high LTV → empathetic, generous
  • Repeat complainers → professional, firm, solution-focused
  • Abusive tone → professional, brief, boundary-setting
  1. Include: acknowledgment, explanation (if known), resolution offer, next step.
  2. Present the draft to the owner. Do NOT send.

Step 4 — Suggest operational fix (customer-pulse)

  1. Check if this complaint matches a known theme (from prior /customer-pulse-check runs or similar complaints in HubSpot).
  2. If it's a pattern: "This is the {Nth} complaint about {issue} this month. Consider: {specific operational change}."
  3. If it's isolated: "This looks like a one-off. No pattern detected."

Connector failures

If Gmail and HubSpot are both unreachable, ask the owner to paste the complaint text — the skill works with manual input. If PayPal is missing, skip transaction lookup and note "PayPal not connected — order status unavailable, working from complaint text only."

Approval gates

  • Never send a response without explicit owner approval. Drafts only.
  • Never issue refunds or credits automatically. Present the option; the owner decides.
  • Never close tickets or resolve disputes without owner confirmation.

Output

Present the customer context summary, the drafted response, and any pattern-based operational suggestion. Ask: "Want to send this response, edit it, or handle it differently?"

Score

0–100
75/ 100

Grade

B

Popularity17/30

513 installs — growing adoption. Source repo has 20,929 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust25/25

Published by anthropics — an official/recognized organization.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Handle Complaint skill score badge previewScore badge

Markdown

[![Handle Complaint skill](https://www.remoteopenclaw.com/skills/anthropics/knowledge-work-plugins/handle-complaint/badges/score.svg)](https://www.remoteopenclaw.com/skills/anthropics/knowledge-work-plugins/handle-complaint)

HTML

<a href="https://www.remoteopenclaw.com/skills/anthropics/knowledge-work-plugins/handle-complaint"><img src="https://www.remoteopenclaw.com/skills/anthropics/knowledge-work-plugins/handle-complaint/badges/score.svg" alt="Handle Complaint skill"/></a>

Handle Complaint FAQ

How do I install the Handle Complaint skill?

Run “npx skills add https://github.com/anthropics/knowledge-work-plugins --skill handle-complaint” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Handle Complaint skill do?

Handles an incoming customer complaint end-to-end — pulls context, drafts a response, and suggests an operational fix. Accepts optional email or ticket ID argument. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Handle Complaint skill free?

Yes. Handle Complaint is a free, open-source skill published from anthropics/knowledge-work-plugins. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Handle Complaint work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Handle Complaint works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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