Skills Quality assurance

Auto-fail governance

Auto-fail criteria exist because some failures cannot be averaged into a 92%. The second failure mode is recording them and doing nothing — which transforms a quality programme into a documented compliance gap.

Quality assuranceScorecards and calibrationPlaybookAny helpdeskRead-only
Installnpx rulebase-skills install cx-auto-fail-governance

When to use it

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

  • auto-fails nobody actions
  • QA compliance failures sitting open
  • hard fail vs soft fail

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: Separate hard fails from soft fails

    These must not share a workflow or a name in reporting.

  2. Step 2: Every auto-fail needs five fields at creation

    Non-negotiable on the evaluation record: Criterion id and version, Evidence, Severity tier, Named owner, SLA clock.

  3. Step 3: Define SLAs by tier

    Set SLAs the organisation can actually meet — aspirational SLAs that are missed daily are worse than no SLA.

  4. Step 4: Build the evidence trail

    Each closure needs linked artefacts: Initial evaluation with evidence, Review notes, Remediation, Sign-off.

  5. Step 5: Route and notify correctly

    Avoid duplicate tickets across QA tool and helpdesk with no link. One id should reference the other.

  6. Step 6: Audit the unactioned backlog

    Run monthly (minimum).

  7. Step 7: Connect to outcomes, not only volume

    Governance metrics that matter: Recurrence rate, Customer remediation rate on hard fails where customer harm possible, Criterion false-positive rate, Time-to-close trend.

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