Learning & Documentation Agent Skills

AI Output Critical Audit Designer

Generates structured critical thinking protocols and rubrics to help students rigorously evaluate AI-generated text.

Curriculum Crosswalk

Compares band-tagged educational frameworks to generate framework-neutral alignment matrices, gap analyses, and PLC discussion documents.

AI Expertise Interrogation Designer

Designs calibrated AI literacy activities where students leverage their own domain expertise to identify AI distortions, omissions, and overconfidence.

Prompt Literacy Sequence Designer

Designs evidence-based learning sequences teaching students how prompt quality, context, and constraints directly transform AI output.

Differentiation Adapter

Adapts classroom tasks for diverse learner needs while preserving core learning objectives and cognitive rigor.

Learning Progression Builder

Constructs research-backed learning progressions with prerequisite mapping, common stuck point diagnoses, and formative assessment tasks.

Backwards Design Unit Planner

Designs curriculum units using the Understanding by Design framework to align learning outcomes, assessments, and instructional activities.

Curriculum Knowledge Architecture Designer

Maps the epistemic structure of subject domains to establish knowledge types and optimize pedagogical sequencing.

Academic Language Sentence Frame Generator

Generates tiered sentence frames and discourse markers to scaffold academic speaking and writing across diverse student proficiency levels.

Phenomenon-Based Unit Anchor

Designs rigorous multidisciplinary learning units anchored in complex real-world phenomena inspired by the Finnish curriculum model.

Outdoor Learning Sequence Designer

Designs curriculum-aligned outdoor learning sequences with structured indoor preparation, active outdoor fieldwork, and reflective follow-up.

Culturally Responsive Teaching Designer

Redesigns curriculum and lesson plans to connect rigorous academic learning with students' cultural backgrounds, community knowledge, and lived experiences.

Emergent Project Design Scaffold

Scaffold student-led emergent inquiry projects from observed children's interests using evidence-grounded Reggio Emilia pedagogies.

Historical Source Adapter

Adapts complex primary sources for classroom reading levels while preserving essential historical thinking and analytical features.

Sourcing Skill Builder

Guides educators in designing evidence-grounded instruction to teach students critical historical source interrogation before reading.

Historical Thinking Strategy Modelling Guide

Designs evidence-based teacher think-aloud scripts that model historical reading strategies like sourcing, contextualisation, close reading, and corroboration.

UDL Lesson Auditor

Audits lesson plans against Universal Design for Learning principles to identify access barriers and recommend prioritized, actionable modifications.

Developmental Band Translator

Maps and tags decomposed curriculum items with custom school developmental bands while preserving source framework voice and labels.

KUD Chart Author

Authors and reviews Know/Understand/Do curriculum planning charts across developmental bands using backward design principles.

Biophilic Learning Environment Designer

Redesigns classroom and learning spaces using evidence-based biophilic design patterns to improve student focus, emotional calm, and cognitive wellbeing.

Adaptive Hint Sequence Designer

Generates cascading, multi-level hint sequences grounded in learning science to scaffold problem-solving without prematurely revealing answers.

AI-Facilitated Collaborative Learning Designer

Designs evidence-based collaborative learning tasks with real-time AI facilitation to ensure balanced participation and active regulation.

AI Feedback Design Principles

Audits and redesigns AI-generated educational feedback to maximize student learning impact using evidence-based pedagogical principles.

Cognitive Tutoring Architecture Designer

Designs evidence-based cognitive tutoring architectures with knowledge component mapping, Bayesian knowledge tracing, and adaptive problem selection.

Digital Worked Example Sequence

Designs interactive digital worked example sequences with backward fading and self-explanation prompts for e-learning and LMS platforms.

Erroneous Example Designer

Generates deliberately flawed, realistic worked examples to build student error-detection skills and deepen conceptual understanding.

Formative Assessment Loop Designer

Designs adaptive, evidence-grounded formative assessment cycles that continuously elicit student thinking and trigger real-time instructional adaptations.

Individual Spacing Algorithm Explainer

Generates personalized spaced repetition schedules and plain-language algorithm explanations based on student performance data and forgetting curves.

Intelligent Tutoring Dialogue Designer

Designs evidence-grounded, multi-turn AI tutoring dialogues and branching interaction logic to guide student learning without lecturing.

Learning Analytics Interpretation Guide

Translates educational metrics and LMS dashboards into evidence-grounded, actionable instructional decisions and lesson interventions.