A powerful programmatic AI Harness â not just a chat wrapper. It does the heavy lifting of the 10-stage Golden Thread pipeline, while you retain total editorial control.
Our AI Harness doesn't just return blocks of text; it generates structured, multi-dimensional JSON data for advanced grammar routines and dynamic readability logic. It does the massive pedagogical heavy lifting, providing administrators with ultimate convenience to verify and edit before publication.
Create classes, assign content, and track progress with granular visibility into each student's journey.
Upload a PDF or DOCX and AI extracts vocabulary automatically. Grammar exercises, figurative language analysis, and narrative tasks can then be generated from the same source material.
WordRunner operates a bespoke Golden Thread DAG pipeline. It automatically architects rigorous constraint-based grammar modes (Sentence Forge), syntactic parsing, and literary device identification simultaneously.
Track student engagement, monitor quiz completion, and spot patterns across your cohort. Export data to CSV for reports.
Despite the immense computational lift, humans remain the circuit breaker. Every AI-generated taxonomy, sentence schema, and definition is presented in clean UI modals for rapid visual verification and one-click cohort publishing.
Create themed study packs for any subject â Literature, Science, History, Law. Organise vocabulary by topic and source text.
Every module is grounded in established teaching principles â not technology for its own sake
Built on Ebbinghaus's forgetting curve and Leitner's spaced repetition model. Active recall â retrieving from memory â produces stronger, longer-lasting learning than passive review.
Rooted in Vygotsky's Zone of Proximal Development. The progressive hint system â Context Clue â Scramble â Reveal â gives just enough support to keep students in their learning zone without giving answers away.
AI grading creates an instant feedback loop â students correct errors in the moment, not days later. Teachers see patterns, not just end-of-unit scores.
WordRunner's modules map directly to Bloom's cognitive levels. Students progress from Remember (Recall Protocol) through Understand and Apply (Definition Match, Sentence Architect) to Analyse (Syntax Protocol, Narrative Waveform, D-System) and Create (Nexus-6 Gauntlet).
Upload your own texts â a class novel, a science chapter, a history source. AI generates exercises directly from the material students are already studying.
Each student's path adapts to their mastery level. Repetition intervals are calculated per-student, per-word. Cohort analytics highlight exactly who needs support â enabling evidence-based differentiation.
| Module | Bloom's Level | Pedagogic Principle | What Happens |
|---|---|---|---|
| Recall Protocol | Remember |
Active retrieval practicePulling information from memory â not re-reading it â makes learning stick. Students must recall the word without seeing it first. |
Fill-in-the-blank with progressive hints |
| Definition Match | Understand |
Elaborative encodingLearning is deeper when you connect new information to multiple ideas. Linking meaning, spelling, and context creates richer memory traces. |
Connect meaning â spelling â context |
| Sentence Architect | Apply |
Productive language useThere's a gap between knowing a word and using it. Writing original sentences forces students across that gap â AI checks they've genuinely understood. |
Write original sentences, AI evaluates understanding |
| Morphology Engine | Understand |
Morphological awarenessUnderstanding how words are built â prefixes, suffixes, roots â gives students tools to decode unfamiliar words without a dictionary. |
Inflection rules, word-form transformations |
| Syntax Protocol | Analyse |
Metalinguistic awarenessThe ability to think about language itself â not just use it, but analyse its structure. Students learn to spot and name grammatical rules. |
Identify errors, name the rule, write corrections |
| Narrative Waveform | Analyse |
Story grammar theoryStories have structural elements â exposition, climax, resolution. Learning these structures helps students understand and analyse any narrative. |
Plot sequencing, character arcs, cause-effect |
| D-System | Analyse |
Literary device identificationRecognising metaphor, irony, paradox and other figurative language in real texts â a higher-order skill that goes beyond simple definitions. |
16+ devices from authentic texts |
| Nexus-6 Gauntlet | Create |
Extended productive practiceSustained, feedback-rich writing at the highest level. Students build fluency through volume and quality AI feedback, not just repetition. |
Deep AI feedback with model sentences |