Make any LLM talk like a normal person. A system prompt that removes AI slop.
talk-normal is a system prompt that guides large language models to produce direct, informative responses without filler or corporate-sounding language. It is intended for people using LLMs who want shorter, more natural answers.
Skill Claude CodeCodex
Stop LLM slop. A curated system prompt that cuts verbose, corporate-sounding LLM output by 56-73% (measured) while preserving information. Works bilingually (English + Chinese). Installs into your AGENTS.md as an always-on behavior modifier.
Skill Claude CodeCodex
Stop LLM slop. A curated system prompt that cuts verbose, corporate-sounding LLM output by 56-71% (measured) while preserving information. Works bilingually (English + Chinese). Installs into your AGENTS.md as an always-on behavior modifier.