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arXiv cs.CL
arXiv cs.CL
6/17/2026
PromptMN: Pseudo Prompting Language

PromptMN: Pseudo Prompting Language

Short summary

PromptMN is a lightweight pseudo-prompting DSL that annotates natural language with %-prefixed typed directives for roles, goals, constraints, and outputs. Tested on Claude Fable 5, Opus 4.8, Gemini 3.1, and GPT-5.5, it resolves semantically regardless of directive order. Early results show it reduces agent failures from context ambiguities and creates reusable artifacts for aligning teams with AI tools.

  • •PromptMN adds structured directives to prompts for clearer AI-human interaction
  • •Tested successfully across Claude, Gemini, and GPT models
  • •Reduces agent failures and creates reusable prompt templates

Generated with AI, which can make mistakes.

#ai-tools#ai-agents#research-breakthrough
Read full article at arXiv cs.CL

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