Flag and rewrite AI-sounding text in cold-outbound copy using regex rules.
npx skills add https://github.com/crimeacs/ai-tells-validator --skill ai-tells-validator
Please help me install this Agent Skill. Skill: ai-tells-validator Source: https://github.com/crimeacs/ai-tells-validator/tree/main Command: npx skills add https://github.com/crimeacs/ai-tells-validator --skill ai-tells-validator
Flags and rewrites AI-sounding text in cold-outbound copy, marketing drafts, and other prose to preserve reader trust.
Run ai-tells-validate on a draft to identify AI tells and obtain a JSON report.
High-intent search queries and answers about installing and using this skill.
To detect AI-sounding text in cold-outbound copy, you can run a validation check against a live rule set. The tool flags AI-like tells in emails, social messages, and blogs by applying deterministic regex enforcement and prefetching the Wikipedia Signs of AI writing catalog.
The best way to rewrite marketing drafts and remove AI tells is using a specialized rewrite operation that cleans text until it passes validation. This process enforces deterministic regex rules to strip AI-like phrasing from outbound copy, landing pages, and blogs, preserving reader trust.
Regex validation identifies AI writing tells by enforcing deterministic rules derived from the Wikipedia Signs of AI writing article and a hardcoded augmentation for SaaS-pitch copy. This rule set is prefetched and refreshed on every run to catch current AI-like phrasing in marketing drafts.
Yes, you can validate LinkedIn messages and blog drafts. The tool provides two command-line interfaces, validate and rewrite, specifically designed to identify and clean AI tells in cold-outbound campaigns, social messages, and blog drafts.
The limitation of using regex to flag AI-generated text is that it relies on deterministic pattern matching rather than probabilistic AI detection. It enforces a fixed rule set derived from Wikipedia and hardcoded SaaS-pitch augmentations, meaning it catches known structural tells but may miss novel AI phrasing.
You need an environment that supports script execution to run the AI tells validator and rewriter. The tool consists of script components that execute command-line operations, prefetching live Wikipedia catalog data before every run to enforce validation and rewriting rules.
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