ScriptToolKit: Making language analysis accessible

ScriptToolKit is a platform dedicated to making language analysis accessible, efficient, and reliable for professionals, educators, and researchers. Our mission is to streamline the process from transcript preparation to advanced linguistic analysis, empowering users to focus on meaningful interpretation rather than manual formatting and coding.

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Accessible

Designed for non-technical users with clear outputs, interpretive guidance, and exportable reports for classroom and clinical settings.

Integrated

ScriptSense, ScriptPrep, and ScriptGuide work together so you can move from raw transcripts to validated metrics with minimal friction.

Interpretable

Metrics are accompanied by clear definitions and worked examples so findings are usable by educators, clinicians, and researchers.

Platform Suites

ScriptToolKit is the overarching platform that includes several integrated tools designed to support the full workflow of language analysis.

ScriptSense — Automated Linguistic & Morphological Analysis

Designed to automate transcript preparation and generate comprehensive linguistic, syntactic, and morphological metrics. ScriptSense supports large-scale research on multilingual writing development and produces interpretable outputs for researchers, educators, and clinicians.

Used in ongoing doctoral projects, pilot studies, and national conference presentations, ScriptSense helps translate raw text into research-ready metrics with transparent, reproducible workflows.

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ScriptPrep — Transcript Cleaning & Standardization

Converts SALT-style transcripts and other formats into research-ready text files. ScriptPrep standardizes tokenization, utterance segmentation, and error-cleaning procedures to reduce human error and drastically decrease preparation time.

ScriptPrep is used in university courses, clinical training, and collaborative research to create consistent, analysis-ready transcripts across projects and teams.

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ScriptGuide — Interpretation & Reporting Guidance

Provides definitions, interpretation examples, and applied guidance for linguistic measures generated by ScriptSense. ScriptGuide supports teaching, clinical training, and methodological workshops by making automated metrics more accessible to novice researchers and practitioners.

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