Skills CX operations

Agent experience audit

When quality or handle time slips, the default fix is more training. Often the binding constraint is the job itself: six systems per ticket, a macro that stopped working, an approval that requires a manager who is offline, a KB article that contradicts policy. Agents compensate with workarounds; WFM sees occupancy; customers see inconsistency.

CX operationsWorkforcePlaybookAny helpdeskRead-only
Installnpx rulebase-skills install cx-agent-experience-audit

When to use it

Reach for this when someone says any of these — they are the phrases the skill itself triggers on:

  • agent experience audit
  • why is handle time so high
  • tooling friction
  • agents switching systems
  • shadow an agent
  • we need more training

How it works

The method, in the order the skill runs it. The full procedure — tables, worked examples and the edge cases — is in the skill itself.

  1. Step 1: pick representative work

    Do not audit from memory or a tour from engineering.

  2. Step 2: shadow protocol

    For each session, the observer records without coaching.

  3. Step 3: classify friction

    Bucket findings so fixes have owners.

  4. Step 4: prioritise fixes

    Rank by volume × severity × fixability: Volume, Severity, Fixability.

  5. Step 5: validate with data where possible

    Shadow finds hypotheses. Confirm with: Handle time decomposition by driver, Escalation reason codes, Macro usage logs, Assist / chat-to-peer rate, Repeat contact on strata with high hop count.

  6. Step 6: close the loop

    After a fix ships, re-shadow the same driver sample. Audits that end at a slide deck do not change agent experience.

Related skills

Free and open source, and vendor-neutral — it reads the conversations from whichever helpdesk you already run. Browse all 149 skills · connect your helpdesk over MCP · source on GitHub

Review every conversation. Act on what it finds.

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