semiotics

Diagnose misinterpretation risk in interfaces by analyzing signifier-to-signified mappings.

1|Updated May 6, 2026
One-click install
npx skills add https://github.com/jacob-balslev/skill-graph --skill semiotics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: semiotics
Source: https://github.com/jacob-balslev/skill-graph/tree/main/marketplace/skills/semiotics
Command: npx skills add https://github.com/jacob-balslev/skill-graph --skill semiotics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Semiotics prevents users (and agents) from misinterpreting interface meaning by diagnosing sign-system failures across icons, color, affordances, and code/API naming.

Core Features & Use Cases

  • Signifier → signified audits: checks whether each visual/textual cue reliably points to the intended meaning within the same context.
  • Icon, color, and affordance coherence checks: detects icon polysemy, color denotation vs connotation drift, and missing anti-affordance for disabled states.
  • Cross-surface consistency review: evaluates whether the same concept is signed consistently across UI and code-facing surfaces (e.g., function and endpoint names).

Quick Start

Use the semiotics skill to audit an interface’s icon and color meaning drift by asking: "Audit our sign system for icon/color/affordance coherence and explain where users are likely to misread meaning."

Frequently Asked Questions about semiotics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit interface signs for icon and color misinterpretation risk?▼

To audit interface signs for icon and color misinterpretation risk, analyze signifier-to-signified mappings across your UI to detect icon polysemy, color denotation drift, and missing anti-affordances using structured semiotic reasoning.

What causes users to misread meaning in visual interface design cues?▼

Users misread meaning in visual interface design cues when signifier-to-signified mappings fail, causing icon polysemy, color connotation drift, or inconsistent affordances across multiple product screens and surfaces.

How do I check design coherence between UI icons and API naming conventions?▼

Check design coherence between UI icons and API naming by performing a cross-surface consistency review to evaluate whether the same concept is signed consistently across both visual and code-facing surfaces.

When should I use semiotic analysis for interface design audits?▼

Use semiotic analysis for interface design audits when diagnosing sign-system failures in icons, color status badges, visual metaphors, interactive states, and code or API naming conventions across multiple product screens.

Can I diagnose disabled state anti-affordance failures using sign analysis?▼

You can diagnose disabled state anti-affordance failures by applying semiotic sign analysis to detect missing anti-affordances and evaluate interactive versus disabled state coherence separately from color math and accessibility contracts.

What is the best way to prevent color denotation and connotation drift in interfaces?▼

The best way to prevent color denotation and connotation drift in interfaces is to separate sign analysis from microcopy and color math, evaluating color-as-sign mappings against intended meaning within their specific context.