InkFlow: The Adaptive Writing Twin & Anti-AI-Slop Engine

Описание и применение

InkFlow – адаптивный помощник по написанию, сохраняющий индивидуальный стиль автора, выявляющий «AI‑слоп» и предотвращающий семантическое смещение, с моделью freemium для студентов и независимых создателей.

Задача

AI-generated writing often erases personal voice, producing repetitive buzzwords and uniform corporate tone.

Результат

InkFlow delivers personalized writing assistance that maintains authorial voice, detects AI slop, and prevents semantic drift, with a freemium model targeting students and independent creators.

Рабочий процесс

• Collect two‑minute linguistic calibration to build an eight‑dimensional Style Genome.
• Generate base draft from raw input or bullet points.
• Apply Style Genome and remove synthetic clichés.
• Check semantic fidelity and retry if drift detected.
• Perform quirk‑preserving grammar pass.
• Present character‑level differences for user review.

Доказательства

InkFlow is an adaptive writing assistant designed to help people improve their writing while preserving their individual style.

Источник

It has four core capabilities: Personal Style Genome, AI‑Slop Detection, Four‑Stage Rewrite Pipeline, Adaptive Style Learning.

Источник

The eight dimensions are: Formality, Syntactic Density, Lexical Entropy, Burstiness Variance, Punctuation Signature, Clause Chaining, Contraction Ratio, Tone Affinity.

Источник

InkFlow uses a primary model and a fallback model through Groq.

Источник