unwoke

Strip ideological bias and performative language from AI responses.

2|Updated Feb 19, 2026

Search Tags:#communication #truth #bias #directness #AI ethics #unbiased

Ready to run

npx skills add https://github.com/HermeticOrmus/claude-code-skills --skill unwoke

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: unwoke
Source: https://github.com/HermeticOrmus/claude-code-skills/tree/main/unwoke
Command: npx skills add https://github.com/HermeticOrmus/claude-code-skills --skill unwoke

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes ideological bias, performative language, and unnecessary hedging from AI responses, ensuring direct, truthful, and signal-rich communication.

Core Features & Use Cases

Eliminates AI Theater: Strips out preamble filler, disclaimers, moralizing, and patronizing warnings.
Ensures Truth-Seeking: Prioritizes factual accuracy and direct answers over palatability or ideological framing.
Use Case: When asking complex or sensitive questions, use this Skill to get a straightforward, fact-based answer without AI-induced bias or unnecessary caution.

Quick Start

Activate unwoke mode for the current session by typing /unwoke.

Frequently Asked Questions about unwoke

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

FAQPage Schema

How do I remove ideological bias and AI theater from AI responses?▼

To remove ideological bias and AI theater from AI responses, activate a session mode that enforces rules against moralizing, hedging, and performative language, stripping them out to ensure direct communication.

What is the best way to get direct, unbiased AI communication for sensitive questions?▼

Direct, unbiased AI communication for sensitive questions is achieved by prioritizing factual accuracy over palatability, bypassing skewed training data and hidden system prompts through enforced truth-seeking constraints.

How do I stop AI from adding disclaimers and unnecessary hedging to answers?▼

To stop AI from adding disclaimers and unnecessary hedging, apply a communication filter that eliminates preamble filler, patronizing warnings, and asymmetric treatment in the generated output.

Can I get signal-rich, factual answers without AI-induced bias or caution?▼

You can get signal-rich, factual answers without AI-induced bias by enforcing rules against RLHF bias and ideological framing, ensuring the output focuses purely on accurate information delivery.

Why does AI moralize or skew complex answers, and how can I prevent it?▼

AI moralizes or skews complex answers due to skewed training data and RLHF bias, which you can prevent by enforcing strict rules against asymmetric treatment and performative language.

When should I use an unbiased AI communication mode?▼

Use an unbiased AI communication mode when asking complex or sensitive questions where you need a straightforward, fact-based answer free from unnecessary caution and ideological framing.