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Creates multiple versions of the same lesson content for advanced, on-level, and struggling learners.","intents":["I need to create lesson variations for students at different learning levels","I want to provide appropriate challenge levels for advanced and struggling students","I need to differentiate instruction without creating multiple lesson plans from scratch"],"best_for":["inclusive classroom teachers","teachers with mixed-ability classes","special education coordinators"],"limitations":["Differentiation suggestions may be surface-level without deep understanding of individual student needs","Requires teacher validation to ensure appropriateness for specific students"],"requires":["Base lesson content","Information about student learning levels or ability groups"],"input_types":["text (lesson content, student ability levels)"],"output_types":["multiple lesson plan variations (text)"],"categories":["education","accessibility"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_10","uri":"capability://education.behavior.intervention.plan.suggestion","name":"behavior intervention plan suggestion","description":"Generates behavior intervention strategies and positive behavior support suggestions for students with behavioral challenges. Provides evidence-based approaches aligned to specific behavioral concerns.","intents":["I need strategies to address a student's disruptive behavior","I want to implement positive behavior supports in my classroom","I need ideas for a behavior intervention plan for a struggling student"],"best_for":["classroom teachers","special education teachers","school counselors","administrators"],"limitations":["Suggestions are general and require professional judgment and expertise to implement","Cannot replace comprehensive functional behavior assessment","Effectiveness depends on consistent implementation and classroom context"],"requires":["Description of specific behavioral concerns","Student grade level and context","Available support resources and staff"],"input_types":["text (behavioral concerns, student context, available resources)"],"output_types":["list of intervention strategies and suggestions (text)"],"categories":["education","behavior-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_11","uri":"capability://education.professional.development.resource.curation","name":"professional development resource curation","description":"Suggests professional development resources, training materials, and learning opportunities aligned to teacher needs and educational topics. Curates relevant PD content for educator growth.","intents":["I need professional development resources on a specific teaching topic","I want to find training materials to improve my instructional practice","I'm looking for learning opportunities to develop new skills"],"best_for":["teachers seeking professional growth","instructional coaches","school administrators planning PD"],"limitations":["Resource recommendations require verification of quality and relevance","May not account for school-specific professional development priorities","Requires teacher judgment to select appropriate resources for their context"],"requires":["Topic or skill area for professional development","Teacher experience level and learning preferences","Available time and budget for PD"],"input_types":["text (PD topic, experience level, preferences)"],"output_types":["curated list of PD resources and opportunities (text)"],"categories":["education","professional-development"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_12","uri":"capability://education.multilingual.content.translation.and.adaptation","name":"multilingual content translation and adaptation","description":"Translates educational content and communications into multiple languages for diverse student and family populations. Adapts content for cultural relevance and accessibility.","intents":["I need to translate lesson materials for English language learners","I want to communicate with families in their home language","I need to make my curriculum accessible to multilingual students"],"best_for":["teachers in multilingual classrooms","ESL/ELL teachers","schools with diverse populations"],"limitations":["Translations require review by native speakers for accuracy and cultural appropriateness","May not capture cultural nuances or context-specific language needs","Requires verification that translated content maintains pedagogical intent"],"requires":["Source content in English","Target language(s) for translation","Context about student population and language proficiency levels"],"input_types":["text (lesson content, communications, materials)"],"output_types":["translated content in multiple languages (text)"],"categories":["education","accessibility","multilingual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_2","uri":"capability://education.iep.document.generation.and.drafting","name":"iep document generation and drafting","description":"Generates Individualized Education Program (IEP) documents with legally compliant templates and structure. Assists special education teachers in creating comprehensive IEP documentation that meets legal requirements and reduces manual documentation burden.","intents":["I need to create an IEP document quickly without spending hours on paperwork","I want to ensure my IEP meets legal compliance requirements","I need a structured template that includes all required IEP components"],"best_for":["special education teachers","special education coordinators","IEP team members"],"limitations":["Generated IEPs require substantial editing to match specific student needs and school context","Cannot replace professional judgment about student accommodations and goals","May require legal review to ensure full compliance with state-specific IEP requirements"],"requires":["Student information (name, grade, disability category)","Assessment data and current performance levels","Specific accommodations and services needed"],"input_types":["text (student data, assessment results, accommodation needs)"],"output_types":["IEP document (text/PDF)"],"categories":["education","compliance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_3","uri":"capability://education.assessment.and.quiz.creation","name":"assessment and quiz creation","description":"Generates assessments, quizzes, and test questions aligned to learning objectives and standards. Creates multiple question types (multiple choice, short answer, essay prompts) based on lesson content and difficulty levels.","intents":["I need to create a quiz or assessment quickly for my upcoming lesson","I want assessment questions that align with my learning objectives","I need multiple versions of assessments for different student levels"],"best_for":["classroom teachers","test coordinators","teachers creating formative assessments"],"limitations":["Generated questions may lack nuance or critical thinking depth","Requires teacher review to ensure questions accurately assess intended learning","May produce generic questions without subject-matter expertise validation"],"requires":["Learning objectives or standards to assess","Lesson content or topic","Desired question types and difficulty levels"],"input_types":["text (learning objectives, content, question specifications)"],"output_types":["assessment document with questions (text)"],"categories":["education","assessment"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_4","uri":"capability://education.parent.communication.template.generation","name":"parent communication template generation","description":"Generates professional communication templates for parent emails, progress reports, and behavioral incident notifications. Creates contextually appropriate messaging that maintains professional tone while conveying student information.","intents":["I need to send a parent email about student progress but don't know how to phrase it","I want to communicate behavioral concerns professionally to parents","I need to write progress reports quickly without starting from scratch"],"best_for":["classroom teachers","special education teachers","school administrators"],"limitations":["Generated templates require personalization with specific student details","May not capture nuanced family dynamics or communication preferences","Requires teacher review to ensure tone matches school culture and individual student context"],"requires":["Communication purpose (progress update, behavior concern, etc.)","Student information and specific details to communicate","Desired tone and formality level"],"input_types":["text (communication purpose, student details, tone preferences)"],"output_types":["email or letter template (text)"],"categories":["education","communication"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_5","uri":"capability://education.student.progress.report.generation","name":"student progress report generation","description":"Generates comprehensive progress reports and report cards with narrative comments and performance summaries. Creates individualized progress documentation that combines quantitative data with qualitative observations.","intents":["I need to write progress reports for all my students but have limited time","I want to create personalized comments that reflect each student's unique progress","I need to generate report card narratives quickly without repetitive writing"],"best_for":["classroom teachers","special education teachers","grade-level teams"],"limitations":["Generated comments may feel generic without specific classroom observation details","Requires substantial customization to reflect individual student growth and challenges","Cannot replace teacher's direct knowledge of student performance and behavior"],"requires":["Student performance data (grades, assessment scores)","Learning standards or competencies being assessed","Specific observations about student progress"],"input_types":["text (student data, performance metrics, observations)"],"output_types":["progress report document (text/PDF)"],"categories":["education","documentation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_6","uri":"capability://education.accommodation.and.modification.suggestion","name":"accommodation and modification suggestion","description":"Recommends specific accommodations and modifications for students with disabilities or learning differences. Suggests evidence-based strategies aligned to student needs and learning profiles.","intents":["I need ideas for accommodations for a student with a specific disability","I want to know what modifications would help a struggling learner access the curriculum","I need to brainstorm accessibility strategies for my classroom"],"best_for":["special education teachers","inclusive classroom teachers","IEP team members"],"limitations":["Suggestions are general and require professional judgment to implement appropriately","Cannot replace comprehensive evaluation and assessment of individual student needs","Effectiveness depends on proper implementation and classroom context"],"requires":["Student disability category or learning difference","Specific academic or behavioral challenges","Current classroom context and available resources"],"input_types":["text (disability/learning difference, challenges, classroom context)"],"output_types":["list of accommodation and modification suggestions (text)"],"categories":["education","accessibility"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_7","uri":"capability://education.rubric.and.grading.scale.creation","name":"rubric and grading scale creation","description":"Generates customizable rubrics and grading scales for assignments and assessments. Creates detailed criteria with performance level descriptors aligned to learning objectives.","intents":["I need to create a rubric for an assignment quickly","I want a grading scale that clearly defines performance expectations","I need to establish consistent criteria for evaluating student work"],"best_for":["classroom teachers","assessment coordinators","teachers creating performance-based assessments"],"limitations":["Generated rubrics may lack subject-specific expertise or nuance","Requires customization to match specific assignment and learning objectives","May need adjustment based on actual student work samples"],"requires":["Assignment or assessment type","Learning objectives being evaluated","Desired number of performance levels"],"input_types":["text (assignment type, learning objectives, performance levels)"],"output_types":["rubric document with criteria and descriptors (text/table)"],"categories":["education","assessment"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_8","uri":"capability://education.classroom.activity.and.lesson.activity.suggestion","name":"classroom activity and lesson activity suggestion","description":"Generates specific classroom activities, engagement strategies, and instructional techniques aligned to learning objectives. Provides concrete activity ideas with implementation guidance.","intents":["I need engaging activities for my lesson but I'm running out of ideas","I want to incorporate interactive elements into my instruction","I need activities that work for my specific grade level and subject"],"best_for":["classroom teachers","new teachers","teachers seeking instructional variety"],"limitations":["Suggested activities may not account for classroom resources, student demographics, or school culture","Requires teacher adaptation to fit specific classroom context","May not align with school's pedagogical approach without customization"],"requires":["Grade level and subject matter","Learning objectives or topic","Available classroom resources and time constraints"],"input_types":["text (grade level, subject, learning objectives, resources)"],"output_types":["list of activity suggestions with implementation details (text)"],"categories":["education","instructional-design"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_magic-school-ai__cap_9","uri":"capability://education.learning.objective.and.standard.alignment","name":"learning objective and standard alignment","description":"Maps learning objectives to educational standards and suggests aligned standards for lesson content. 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