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Error Recovery: AI Skill for UX Design

Error Recovery is an AI skill that designs how a product prevents, surfaces, and recovers from errors. It leads with prevention, writes messages that guide instead of blame, and never leaves a dead end.

npx skills add Uxcel-Lab/product-skills --skill ux-error-recovery

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What this skill does

Helps an AI assistant prevent errors where possible and make the unavoidable ones recoverable, clear, and humane.

  • Prevents errors first with constrained inputs, forgiving formats, and input masks.
  • Validates after loss of focus, not keystroke-by-keystroke or only on submit.
  • Structures every message: what happened, why it matters, what to do next.
  • Keeps the error state visible until the value actually passes.
  • Adds undo for reversible actions and confirmation only for destructive ones.
  • Preserves the user's work when a system or AI step fails.
  • Turns 404 pages into recovery surfaces with search and helpful links.
  • Matches friction and tone to the real-world stakes of the error.

When to use it

Use it when you need an AI assistant to:

  • design or review error states and messages;
  • fix form validation timing;
  • create a 404 or error page;
  • choose between confirmation dialogs and undo;
  • handle system, network, or AI failures gracefully;
  • write recovery copy that guides instead of blames.

Decisions this skill helps you make

DecisionOptions
Confirm vs. undoUndo for reversible actions, confirmation for high-consequence ones
Validation timingOn blur as the rule, real-time for password-style inputs
Humor in copyOn-brand playfulness for low-stakes errors, serious tone for finance, health, and security
Confidence displayCategorical labels like High/Med/Low, N-best lists, or raw percentages
DegradationStep-by-step fallback with manual takeover, or a full stop
Transparency vs. securityGuiding explanations, or deliberately plain failures that give exploiters nothing
Error feedbackA lightweight ask after resolution, or none at all
404 richnessConcise copy plus search, or on-brand visuals and interactivity

How the skill works

1

Establish the stakes

The skill checks the stakes, the error source, and where in the flow the error happens.

2

Prevent, then recover

It constrains inputs, validates on blur, writes recovery messages, and adds a safety net.

3

Surface trade-offs

It presents choices like confirm vs. undo and validation timing with trade-offs and a recommendation.

Try it with

Write error messages for this signup form that guide users instead of blaming them.

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Design a 404 page that gives users a clear way forward.

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Should this delete action use a confirmation dialog or undo?

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Review how this form validates input and fix the timing.

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Related skills

1.0.0

MIT

UX Design

Flows

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