avoid-ai-writting-flavorv1.0.0

Researchers and students can run this checklist on LLM-drafted manuscripts before submission to remove AI writing patterns. It catches spacing errors in citations, unnecessary quotation marks, em-dash structures, and excessive references, ensuring the paper reads like human-written content.

When revising papers based on reviewer comments, authors can use this skill to ensure revisions do not introduce AI-like language. The checklist helps maintain natural flow while addressing feedback, reducing the risk of rejection due to AI detection.

Researchers drafting grant proposals with LLM assistance can apply the rules to avoid AI-typical phrasing, such as em-dashes and bold-heavy text. This increases credibility and funder confidence in the proposal's authenticity.

Organizations producing technical reports can use this skill to scan for AI hallmarks like hallucinated citations or non-vector graphics. It ensures reports meet professional standards and avoid legal or integrity risks.

Offer a service that applies this checklist to manuscripts for a fee, targeting non-native English speakers or rushed researchers. Revenue comes from per-paper charges or subscription plans for labs.

Integrate the checklist into popular writing tools (e.g., Overleaf, Grammarly) as a premium plug-in. Users pay for automated detection and correction of AI flavor in academic writing.

Conduct training workshops for universities and research institutions on avoiding AI-detection pitfalls. Revenue comes from workshop fees and ongoing consulting contracts.