kevinpatrickrobbins/codebase-audit/usability-is-existence

Claude Code and agent skill by kevinpatrickrobbins/codebase-audit

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Use when assessing feature completeness, auditing UX or onboarding, or judging whether a feature is "done" — especially gap analyses, SOTA comparisons, and first-run/cold-start reviews.

Install

npx vskill@latest install kevinpatrickrobbins/codebase-audit/usability-is-existence

SKILL.md

Usability Is Existence

This skill defines a non-negotiable usability invariant:

A feature does not meaningfully exist unless at least one realistic interaction pathway allows a first-time user to discover and use it without prior knowledge.

This skill is authoritative and applies across UX, product, and implementation work.


Scope

This skill applies whenever an agent:

  • Evaluates feature completeness
  • Audits usability or UX
  • Determines whether a feature “exists” or is “done”
  • Performs gap analysis or SOTA comparison
  • Assesses first-run or cold-start experiences

Core Rule (Invariant)

A feature MUST NOT be considered usable if:

  • It can only be accessed via:
  • Direct URLs
  • Undocumented routes
  • Internal knowledge
  • Developer-only affordances
  • It lacks any visible, inferable, or hinted UI entry point
  • It requires prior awareness of its existence to be used

At least one valid pathway MUST:

  • Start from visible UI elements
  • Be reasonably discoverable by exploration
  • Be achievable without reading documentation
  • Be understandable in context

Consequences

If no such pathway exists:

  • The feature is considered non-existent for users
  • The feature MUST be flagged as:
  • A UX defect
  • An onboarding failure
  • A discoverability gap

Technical existence alone is insufficient.


When NOT to Apply

  • Internal/admin tooling deliberately URL- or permission-gated for a known audience
  • APIs, CLIs, and SDKs — there, documentation IS the interaction pathway; judge doc discoverability instead
  • Features explicitly scoped as hidden (feature-flagged betas, staged rollouts) — flag the gate, not the feature

Enforcement

If an agent claims a feature is “present” or “complete” without a valid user-discoverable pathway:

  • The claim is invalid
  • The agent MUST revise the assessment
  • Downstream conclusions must not rely on the feature

Intent

This skill exists to prevent:

  • “It’s there if you know where to click” products
  • Hidden functionality masquerading as completeness
  • Developer-centric definitions of usability
  • Shipping features that only exist in theory

Security

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  • Model reviewNot runA model review is scheduled for the next rescan.

Quality evaluation

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Source

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