Rewrite paragraphs of a draft in the author's voice using a second model family served by Ollama, with a verification gate before any text is spliced back. Retrieves voice anchors from the repository's writing-voice/ exemplars, sends paragraph plus anchors to…
Detect and fix AI writing patterns recursively. Use when: reviewing text for AI tells, cleaning AI-generated drafts, checking for CoT leakage, measuring text perplexity and burstiness, making text sound human, fixing opening diversity. Triggers: filter-tells,…
Three-step pipeline to move AI-drafted prose to human-passing on Pangram: a configurable structural step (match-outline for section-level rewriting, tighten-style for paragraph-level tightening, or skip), filter-tells (semantic cleanup), then match-voice…
Rewrite paragraphs of a draft in the author's voice using a second model family served by Ollama, with a verification gate before any text is spliced back. Retrieves voice anchors from the repository's writing-voice/ exemplars, sends paragraph plus anchors to…
Detect and fix AI writing patterns recursively. Use when: reviewing text for AI tells, cleaning AI-generated drafts, checking for CoT leakage, measuring text perplexity and burstiness, making text sound human, fixing opening diversity. Triggers: filter-tells,…
Paragraph and sentence-level style metrics for a research corpus. Computes quantitative profiles (sentence/paragraph distributions, burstiness as coefficient of variation of sentence length, passive voice, hedging, word/phrase/idiom frequencies, per-section…
Complete a Substack article from a brainstorm file or outline. Research supporting data, verify sources, and produce a publication-ready article follo
Paragraph and sentence-level style metrics for a research corpus. Computes quantitative profiles (sentence/paragraph distributions, burstiness as coefficient of variation of sentence length, passive voice, hedging, word/phrase/idiom frequencies, per-section…