sensitivity-check

Analyzes creative writing for representation issues and suggests alternatives.

Updated Feb 28, 2026
One-click install
npx skills add https://github.com/tunnckoCore/agent-skills --skill sensitivity-check-tunnckocore
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sensitivity-check
Source: https://github.com/tunnckoCore/agent-skills/tree/main/skills/creative-fiction-writing/application/sensitivity-check
Command: npx skills add https://github.com/tunnckoCore/agent-skills --skill sensitivity-check-tunnckocore

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires sensitivity-audit.ts, representation-map.ts, and includes scripts (resource) components.

What problem does it solve?

This Skill helps writers identify and address potential harm, stereotypes, and misrepresentations in their creative work, ensuring more authentic and respectful portrayals of marginalized groups.

Core Features & Use Cases

  • Representation Evaluation: Analyzes text for concerns related to cultural appropriation, gender, disability, mental health, and stereotyping.
  • Harmful Trope Identification: Flags common tropes that can negatively impact representation (e.g., Bury Your Gays, Magical Negro).
  • Constructive Feedback: Provides actionable suggestions for improving representation and avoiding harmful patterns.
  • Use Case: A novelist is writing a character from a marginalized community and wants to ensure their portrayal is nuanced and avoids harmful stereotypes. They use this Skill to audit their manuscript before publication.

Quick Start

Use the sensitivity-check skill to audit the provided manuscript for representation concerns.

Frequently Asked Questions about sensitivity-check

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

FAQPage Schema
How do I check my fiction writing for harmful stereotypes and misrepresentation?

To check fiction writing for harmful stereotypes, you can audit your manuscript to flag representation concerns like cultural appropriation, gender bias, and disability portrayal. This process identifies problematic patterns and suggests constructive alternatives for improved authenticity.

What are common harmful tropes I should look for when writing marginalized characters?

Common harmful tropes to look for when writing marginalized characters include patterns like Bury Your Gays and Magical Negro. Auditing your creative writing helps identify these negative representation tropes and provides actionable suggestions to avoid them.

How do I audit a manuscript for cultural appropriation and gender bias?

To audit a manuscript for cultural appropriation and gender bias, analyze your text for stereotyping patterns and inaccurate portrayals across identity groups. This evaluation flags potential harm and offers constructive feedback to ensure respectful representation.

Can I use a sensitivity audit for mental health depiction and disability portrayal in my novel?

Yes, you can use a sensitivity audit for mental health depiction and disability portrayal in your novel. The evaluation specifically analyzes passages for these representation concerns, flagging potential harm and suggesting constructive alternatives for better authenticity.

Does sensitivity checking work for identifying specific tropes like Magical Negro in my story?

Sensitivity checking works for identifying specific tropes like Magical Negro in your story by evaluating creative writing for harmful narrative patterns. It flags these common tropes that negatively impact representation and suggests ways to improve authenticity and respect.

What is the best way to improve representation and avoid harmful tropes in creative writing?

The best way to improve representation and avoid harmful tropes in creative writing is to run a sensitivity check before publication. This audit flags stereotyping patterns across identity groups and provides actionable suggestions for constructing more nuanced, respectful portrayals.