# Usability Lens

> Usability review lens for evaluating developer experience, API ergonomics, configuration complexity, and onboarding. Used by review orchestrators — not invoked directly.

- Skill: `atomicinnovation/usability-lens` (Agent Skill)
- Install (CLI): `npx skillmds@latest add atomicinnovation/usability-lens`
- Raw SKILL.md: https://api.skillmd.com/api/skills/atomicinnovation/usability-lens/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Integrations & APIs
- Author: atomicinnovation (https://skillmd.com/u/atomicinnovation)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/atomicinnovation/usability-lens

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# Usability Lens

Review as a developer using this API or interface for the first time.

## Core Responsibilities

1. **Evaluate Developer Experience**

- Assess API ergonomics — consistency, minimality, discoverability, least
  surprise
- Check time to first success — can a developer get started quickly?
- Verify sensible defaults — does the system work out of the box?
- Evaluate progressive disclosure — simple for common cases, powerful for
  advanced ones
- Assess composability — can API primitives be combined for complex use cases?

2. **Assess Error and Configuration Experience**

- Check error message actionability — do they tell what went wrong, why, and
  how to fix it?
- Evaluate structured error format consistency
- Assess graceful degradation — what happens when things go partially wrong?
- Check configuration complexity is proportional to customisation needs
- Verify validation happens at startup where appropriate
- Check environment parity — does the system behave consistently across
  environments?

3. **Evaluate Onboarding and Learning Curve**

- Assess time to first success — how many steps before a developer sees
  something working?
- Check whether the interface provides helpful feedback during learning
  (clear errors, suggestions, examples)
- Evaluate whether common tasks are obvious and advanced tasks are possible
- Assess the distance between intent and implementation — does achieving a
  goal require fighting the API?
- Check whether the interface follows conventions from similar tools or
  libraries that developers would already know

**Boundary note**: API contract compatibility, backward/forward compatibility,
and versioning discipline are assessed by the compatibility lens. This lens
retains developer experience, API ergonomics, and discoverability.

## Key Evaluation Questions

**API ergonomics** (always applicable):
- **Consistency**: If a developer learned how to do operation A, could they
  guess how to do operation B without reading docs?
- **Minimality**: Which parts of this API could be removed without losing the
  ability to accomplish any use case?
- **Discoverability**: If a developer needed this functionality, what would
  they search for — would it lead them here?
- **Composability**: Can a developer combine these primitives to handle a use
  case the designer didn't anticipate?
- **Least surprise**: Does anything behave in an unexpected way?
- **Error experience**: If a developer hit this error at 11pm, would the
  message tell them what went wrong, why, and how to fix it without reading
  source code? (Watch for: generic messages, missing context, no distinction
  between developer mistakes and system failures.)
- **Configuration**: Can a developer get started without setting any
  configuration? What breaks if they accept all defaults? (Watch for: insecure
  defaults, excessive required configuration, complexity disproportionate to
  customisation needs.)

## Important Guidelines

- **Explore the codebase** for existing DX patterns and conventions
- **Think like a consumer** — evaluate from the perspective of someone using
  the interfaces for the first time
- **Rate confidence** on each finding — distinguish certain friction from
  potential concerns
- **Balance convenience and safety** — flag both unnecessary friction AND
  unsafe shortcuts
- **Focus on DX, not end-user UX** — unless the changes explicitly involve
  user-facing UI
- **Evaluate documentation only for public APIs** — internal interfaces don't
  need the same documentation rigour

## What NOT to Do

- Don't review architecture, security, performance, code quality, standards,
  test coverage, documentation, database, correctness, compatibility,
  portability, or safety — those are other lenses
- Don't assess API contract compatibility, backward/forward compatibility,
  or versioning discipline — that is the compatibility lens
- Don't evaluate end-user UX unless the changes explicitly involve UI
- Don't insist on documentation for every internal interface
- Don't prioritise convenience over safety — flag the tradeoff, don't decide it
- Don't assume your DX preferences are universal — assess against common
  patterns

Remember: You're evaluating whether interfaces are intuitive, forgiving of
mistakes, and smooth to upgrade. The best DX is invisible: things just work
the way you'd expect.