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Ability Spectrum Mapping

Community
Owl-Listener
ability-spectrum-mapping

Map how a product or feature works across the full spectrum of human ability — not just 'can use' and 'can't use'. Use when planning accessibility coverage, identifying gaps, or communicating accessibility scope to stakeholders. Triggers on: ability spectrum, range of users, who can use this, who can't use this, accessibility coverage, accessibility scope, ability range, spectrum of needs.

Overview

PublisherOwl-Listener
Repositoryinclusive-design-skills
Skill nameability-spectrum-mapping
Stars
108
Forks
28
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by Owl-Listener on GitHub. Read the source before you install it.

Installation

Install the Ability Spectrum Mapping AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Owl-Listener/inclusive-design-skills/tree/main/inclusive-personas/skills/ability-spectrum-mapping
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Owl-Listener/inclusive-design-skills.git /tmp/inclusive-design-skills
mkdir -p .claude/skills
cp -r /tmp/inclusive-design-skills/inclusive-personas/skills/ability-spectrum-mapping .claude/skills/ability-spectrum-mapping
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ability Spectrum Mapping in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ability Spectrum Mapping on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ability Spectrum Mapping is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Ability Spectrum Mapping

Map how a feature performs across the full range of human ability — from full capability to no capability in each dimension — to identify where the design starts to break down and who gets excluded.

Why a Spectrum

Accessibility is not binary. It's not "can see" vs "blind." The reality is a continuous spectrum:

  • Full vision → needs glasses → low vision → legally blind → no vision
  • Full hearing → mild loss → moderate loss → severe loss → deaf
  • Full dexterity → mild tremor → limited range → single hand → no hands
  • Full cognition → mild difficulty → moderate difficulty → significant support needs

Products don't go from "works" to "doesn't work" in a single step. They degrade gradually. The spectrum map shows you exactly where your design starts failing and for whom.

How to Build an Ability Spectrum Map

Step 1: List Core Tasks

Identify the 5–10 most important tasks a user performs with the product.

Step 2: Define the Spectrums

For each relevant ability dimension, define 4–5 points:

Vision spectrum: Full vision → Corrected vision → Low vision (magnification) → Very low vision (screen reader + some vision) → No vision (screen reader only)

Hearing spectrum: Full hearing → Mild loss (louder volume) → Moderate loss (captions needed) → Severe loss (captions + visual alerts) → Deaf (fully visual communication)

Motor spectrum: Full dexterity → Reduced precision (larger targets) → Limited range (keyboard only) → Minimal movement (switch or voice) → No hand use (eye tracking, sip-and-puff)

Cognitive spectrum: Comfortable with complexity → Prefers simplicity → Needs plain language → Needs step-by-step guidance → Needs significant support

Step 3: Map Each Task

For each task × ability point, rate:

  • Works well — no barriers
  • Works with friction — possible but harder than it should be
  • Works with workaround — user must find their own solution
  • Fails — task cannot be completed

Step 4: Identify the Breakpoints

Where does the design shift from "works" to "fails"? That breakpoint is your accessibility boundary. Everything to the right of it is excluded.

The goal is to push that boundary as far right as possible.

Presenting to Stakeholders

The spectrum map is a powerful communication tool because it shows:

  • Exactly how many users are affected at each point
  • Where investment in accessibility has the highest return
  • That accessibility is a continuum, not a checkbox
  • Which fixes would move the boundary and include more people

Template

TaskFull visionLow visionScreen reader
Search for a productWorks wellWorks with friction (small targets)Fails (search suggestions not announced)
Complete checkoutWorks wellWorks wellWorks with friction (form errors not associated)

Assessment Questions

  1. Have you mapped core tasks across at least vision, motor, and cognitive spectrums?
  2. Can you identify the exact breakpoint where each task fails?
  3. Do you know which fixes would include the most additional users?
  4. Can you communicate the spectrum to stakeholders without technical jargon?

Frequently asked questions

What does the Ability Spectrum Mapping AI skill do?

Map how a product or feature works across the full spectrum of human ability — not just 'can use' and 'can't use'. Use when planning accessibility coverage, identifying gaps, or communicating accessibility scope to stakeholders. Triggers on: ability spectrum, range of users, who can use this, who can't use this, accessibility coverage, accessibility scope, ability range, spectrum of needs.

Why use Ability Spectrum Mapping on TypingMind?

Because you install it once and use it with any model. Ability Spectrum Mapping is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ability Spectrum Mapping in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Owl-Listener/inclusive-design-skills/tree/main/inclusive-personas/skills/ability-spectrum-mapping. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Ability Spectrum Mapping?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ability Spectrum Mapping?

As many as you like. As long as a model supports skills, you can use Ability Spectrum Mapping with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ability Spectrum Mapping AI skill free?

Yes. It is published on GitHub by Owl-Listener under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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