{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_eskilled-ai-course-creator","slug":"eskilled-ai-course-creator","name":"eSkilled AI Course Creator","type":"product","url":"https://aicoursecreator.eskilled.io","page_url":"https://unfragile.ai/eskilled-ai-course-creator","categories":["app-builders"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_eskilled-ai-course-creator__cap_0","uri":"capability://text.generation.language.ai.driven.course.structure.generation.from.topic.input","name":"ai-driven course structure generation from topic input","description":"Accepts a course topic or subject matter and uses large language models to automatically generate a hierarchical course outline with modules, lessons, and learning objectives. The system likely employs prompt engineering with domain-aware templates to structure content into pedagogically sound sequences, reducing manual planning overhead from 10-15 hours per course. Output includes module titles, lesson breakdowns, and estimated completion times organized in a tree structure suitable for course builder UI rendering.","intents":["I want to quickly outline a course structure without spending hours on curriculum design","I need to generate learning objectives and lesson sequences automatically from a topic","I want to validate course structure before investing time in content creation"],"best_for":["Subject matter experts without instructional design background","Corporate trainers prototyping internal training programs","Hobbyist educators testing course viability before full development"],"limitations":["Output quality depends on input topic specificity — vague topics produce generic outlines","No pedagogical validation — generated structures may not follow adult learning principles or Bloom's taxonomy","Cannot incorporate existing course materials or institutional standards into generation","Free tier likely limits outline depth to 3 modules maximum"],"requires":["Active internet connection for LLM API calls","Course topic or subject description (text input, 50-500 characters)","Valid eSkilled account (free or paid tier)"],"input_types":["text (course topic, subject description, target audience)"],"output_types":["structured JSON or tree format (modules, lessons, objectives)","text (module/lesson titles and descriptions)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_eskilled-ai-course-creator__cap_1","uri":"capability://text.generation.language.adaptive.quiz.and.assessment.auto.generation.with.difficulty.scaling","name":"adaptive quiz and assessment auto-generation with difficulty scaling","description":"Automatically generates quiz questions, multiple-choice answers, and assessments from course content using NLP-based question extraction and answer synthesis. The system likely parses lesson text to identify key concepts, generates distractor answers using semantic similarity models, and adjusts difficulty levels (basic recall, application, analysis) based on learner performance or specified difficulty targets. Questions are stored in a structured format compatible with the course delivery engine for randomization and grading.","intents":["I need to create quizzes for each lesson without manually writing 50+ questions","I want assessments that adapt difficulty based on student performance","I need to reduce manual grading overhead with auto-scored multiple-choice assessments"],"best_for":["Instructors teaching factual or procedural content (sciences, languages, compliance training)","Training teams needing rapid assessment coverage across many modules","Educators wanting to reduce grading time for large cohorts"],"limitations":["Cannot generate high-quality assessments for subjective domains (creative writing, design critique, open-ended problem-solving)","Distractor quality varies — may produce implausible wrong answers that don't challenge learners","No support for complex question types (drag-and-drop, image hotspots, code execution)","Adaptive difficulty scaling likely uses simple heuristics (pass/fail threshold) rather than item response theory","Free tier probably limits quiz length to 10-15 questions per lesson"],"requires":["Lesson content in text format (minimum 200 words for meaningful question extraction)","Specification of difficulty level (basic, intermediate, advanced) or auto-detection from content","eSkilled account with quiz generation feature enabled"],"input_types":["text (lesson content, learning objectives)","metadata (difficulty level, question count, question type preferences)"],"output_types":["structured quiz data (questions, answer options, correct answer, explanation)","JSON or CSV format compatible with course delivery engine"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_eskilled-ai-course-creator__cap_10","uri":"capability://text.generation.language.ai.powered.content.suggestions.and.optimization.recommendations","name":"ai-powered content suggestions and optimization recommendations","description":"Analyzes course content and provides AI-generated suggestions for improvement, such as adding missing topics, rephrasing unclear explanations, or identifying gaps in learning objectives. The system likely uses NLP to analyze lesson text, compare against curriculum standards or similar courses, and generate recommendations via LLM. Suggestions are presented as non-binding recommendations that instructors can accept or reject.","intents":["I want AI to review my course content and suggest improvements","I need help identifying gaps or missing topics in my course","I want to improve clarity and readability of my lesson content"],"best_for":["Instructors without instructional design expertise seeking content improvement","Training teams wanting to standardize course quality across multiple courses","Educators looking for quick content optimization without hiring consultants"],"limitations":["Suggestions are generic and may not account for specific learning context or audience","Cannot validate suggestions against institutional standards or accreditation requirements","Quality of recommendations depends on LLM training data — may be biased or outdated","No human review of suggestions — instructors must manually evaluate each recommendation","Free tier may limit number of suggestions or analysis frequency","Cannot provide domain-specific expertise (e.g., medical or legal content validation)"],"requires":["Course content with sufficient text (minimum 500 words per course for meaningful analysis)","eSkilled account with AI suggestions feature enabled","Optional: target audience or learning objectives for context"],"input_types":["course content (lesson text, learning objectives, module descriptions)","metadata (course topic, target audience, difficulty level)"],"output_types":["list of suggestions (text with reasoning)","priority ranking (high/medium/low impact)","suggested revisions (optional rewrites of content)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_eskilled-ai-course-creator__cap_2","uri":"capability://image.visual.multimedia.content.integration.and.asset.management","name":"multimedia content integration and asset management","description":"Provides a unified interface for embedding images, videos, audio, and interactive elements into course lessons, with automatic asset organization and delivery optimization. The system likely manages file uploads, stores assets in cloud storage (S3 or similar), generates responsive embeds for different device sizes, and tracks asset usage across modules. Integration points may include YouTube/Vimeo video embedding, image compression for web delivery, and basic accessibility features like alt-text generation.","intents":["I want to add videos and images to lessons without managing separate file hosting","I need multimedia to be optimized for mobile and desktop delivery","I want to reuse assets across multiple lessons without duplicating files"],"best_for":["Instructors creating visually rich courses (design, photography, language learning)","Training teams needing consistent multimedia delivery across geographies","Educators without technical knowledge of video encoding or image optimization"],"limitations":["Limited video hosting — likely restricted to embedded external services (YouTube, Vimeo) rather than native hosting","No advanced video editing capabilities — cannot trim, caption, or add overlays within platform","File size limits on free tier (likely 50-100MB per asset or 500MB total per course)","Auto-generated alt-text may be inaccurate for complex images, requiring manual correction","No support for interactive elements like H5P, Articulate Storyline, or custom HTML5 interactions"],"requires":["Media files in common formats (MP4, WebM for video; JPG, PNG, WebP for images; MP3, M4A for audio)","File size within platform limits","Internet connection for upload and delivery","Optional: YouTube/Vimeo account for video embedding"],"input_types":["binary (image, video, audio files)","text (URLs for external video platforms)","metadata (alt-text, captions, asset descriptions)"],"output_types":["embedded media players (HTML5 video/audio tags)","responsive image embeds","asset inventory (JSON or dashboard view)"],"categories":["image-visual","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_eskilled-ai-course-creator__cap_3","uri":"capability://planning.reasoning.course.outline.and.content.structuring.with.module.lesson.hierarchy","name":"course outline and content structuring with module/lesson hierarchy","description":"Provides a structured editor for organizing course content into a hierarchical tree of modules, lessons, and sections with drag-and-drop reordering and bulk operations. The system maintains parent-child relationships, enforces naming conventions, and likely generates a course map or navigation structure automatically. Content sequencing can be linear or branching, with support for prerequisites and conditional lesson visibility based on assessment performance.","intents":["I want to organize my course content into a logical hierarchy without manual XML editing","I need to reorder modules and lessons quickly as course structure evolves","I want to set prerequisites so students must complete lessons in sequence"],"best_for":["Instructors building multi-module courses with complex sequencing","Training teams managing large course catalogs with consistent structure","Educators wanting visual course maps for student navigation"],"limitations":["Free tier limits courses to 3 modules maximum, preventing complex course structures","No branching logic or adaptive sequencing — courses follow linear paths only","Cannot import existing course structures from other LMS platforms (SCORM, IMS)","Limited prerequisite logic — likely only supports simple 'complete lesson X before Y' rules","No version control or rollback for course structure changes"],"requires":["eSkilled account with course creation enabled","Course topic or outline (can be auto-generated or manually entered)","Module and lesson titles (text input)"],"input_types":["text (module/lesson titles, descriptions)","structured data (hierarchy definition, prerequisites)","drag-and-drop UI interactions"],"output_types":["hierarchical course structure (JSON tree)","course map visualization (HTML/SVG)","navigation menu for student interface"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_eskilled-ai-course-creator__cap_4","uri":"capability://image.visual.template.based.course.styling.and.branding.customization","name":"template-based course styling and branding customization","description":"Offers pre-designed course templates with customizable color schemes, fonts, logos, and layout options to apply consistent branding across all course pages. The system likely uses CSS variable injection or theme engine to apply styling without requiring code editing. Customization is limited to predefined design elements (header, footer, button styles, color palette) rather than full HTML/CSS control, keeping the interface accessible to non-technical users.","intents":["I want my course to match my company's brand colors and logo","I need a professional-looking course without hiring a designer","I want to quickly apply consistent styling across all course pages"],"best_for":["Corporate training teams needing branded learning experiences","Individual instructors wanting polished course aesthetics","Small training companies without design resources"],"limitations":["Limited template selection — likely 5-10 base templates on free tier","Customization restricted to predefined design elements (colors, fonts, logos) — no custom CSS or HTML","Cannot create unique layouts for different course sections","Template changes apply globally — difficult to create course-specific variations","No responsive design testing tools — styling may break on specific device sizes","Free tier likely restricts custom logo uploads or uses low-resolution branding"],"requires":["eSkilled account with template access","Logo file (PNG, JPG, 200x200px minimum)","Brand color values (hex codes or RGB)","Font preferences (limited to web-safe fonts or platform font library)"],"input_types":["image (logo, banner images)","text (color codes, font names)","UI selections (template choice, layout options)"],"output_types":["styled course pages (HTML with injected CSS variables)","preview of branded course interface"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_eskilled-ai-course-creator__cap_5","uri":"capability://automation.workflow.student.enrollment.and.access.management","name":"student enrollment and access management","description":"Manages student registration, enrollment limits, and access control for course content with role-based permissions (student, instructor, admin). The system tracks enrollment status, enforces free tier limits (500 students maximum), and likely supports manual enrollment, self-enrollment with access codes, or integration with SSO providers. Access rules can restrict content visibility based on enrollment status, payment status, or course prerequisites.","intents":["I need to control who can access my course and when","I want to limit course enrollment to a specific number of students","I need to manage different user roles (students, instructors, admins) with different permissions"],"best_for":["Training teams managing internal learning programs with access controls","Instructors running cohort-based courses with enrollment caps","Organizations needing role-based access management"],"limitations":["Free tier limits total enrollments to 500 students per course, preventing large-scale deployment","No integration with popular payment gateways (Stripe, PayPal) for monetization","Limited SSO support — likely only basic email/password authentication on free tier","No bulk enrollment import (CSV) — manual enrollment only","Cannot set enrollment deadlines or rolling cohorts","No waitlist or enrollment queue management"],"requires":["eSkilled account with enrollment feature enabled","Student email addresses (for manual enrollment) or access codes (for self-enrollment)","Optional: SSO provider credentials (if supported)"],"input_types":["text (student email addresses)","metadata (enrollment status, user role, access level)","UI interactions (enrollment form, access code entry)"],"output_types":["enrollment records (student list with status)","access tokens or session management","enrollment reports (CSV or dashboard)"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_eskilled-ai-course-creator__cap_6","uri":"capability://data.processing.analysis.student.progress.tracking.and.completion.reporting","name":"student progress tracking and completion reporting","description":"Tracks student progress through course modules and lessons, recording completion status, quiz scores, and time spent on content. The system generates progress reports showing overall course completion percentage, module-level progress, and assessment performance. Reporting is likely limited to basic dashboards and CSV exports, without advanced analytics like engagement heatmaps or predictive dropout detection.","intents":["I want to see which students have completed my course","I need to track quiz scores and identify struggling learners","I want to export student progress data for compliance or reporting"],"best_for":["Corporate trainers tracking compliance training completion","Instructors monitoring student progress in small cohorts","Training teams needing basic progress reports for stakeholders"],"limitations":["Limited analytics — likely only completion percentage and quiz scores, no engagement metrics","No predictive analytics or early warning system for at-risk students","Cannot track time-on-page or interaction patterns","Reports limited to CSV export or basic dashboard — no custom report builder","No integration with external analytics platforms (Google Analytics, Mixpanel)","Free tier may restrict report access or historical data retention"],"requires":["Active student enrollments in course","Student interaction with course content (lessons, quizzes)","eSkilled account with reporting feature enabled"],"input_types":["student activity data (lesson views, quiz submissions, time spent)","assessment results (quiz scores, passing/failing status)"],"output_types":["progress dashboard (HTML/web interface)","progress reports (CSV, PDF)","individual student progress cards"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_eskilled-ai-course-creator__cap_7","uri":"capability://data.processing.analysis.content.import.and.migration.from.external.sources","name":"content import and migration from external sources","description":"Allows instructors to import course content from external sources such as documents (PDF, Word), presentations (PowerPoint), or other LMS platforms using file upload or API integration. The system likely parses uploaded files, extracts text and structure, and maps content to course modules and lessons. Conversion quality depends on source format — structured documents convert better than unstructured PDFs.","intents":["I have existing course materials in PowerPoint or PDF and want to convert them to an online course","I want to migrate a course from another LMS platform to eSkilled","I need to bulk import multiple documents as course lessons"],"best_for":["Instructors with existing offline course materials (PowerPoint, Word docs)","Training teams migrating from legacy LMS platforms","Educators wanting to repurpose existing content quickly"],"limitations":["Import quality depends on source format — PDFs with complex layouts may not convert cleanly","No support for SCORM or IMS content packages — limited to common document formats","Imported content requires manual review and editing — automation is imperfect","Cannot preserve complex formatting, embedded media, or interactive elements from source","No batch import for multiple files — likely requires one-at-a-time uploads","Free tier may restrict file size or number of imports"],"requires":["Source files in supported formats (PDF, DOCX, PPTX, or plain text)","File size within platform limits (likely 10-50MB per file)","eSkilled account with import feature enabled"],"input_types":["binary files (PDF, Word, PowerPoint)","text (plain text or markdown)","structured data (SCORM packages, if supported)"],"output_types":["course modules and lessons (structured course content)","import report (success/failure status, conversion warnings)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_eskilled-ai-course-creator__cap_8","uri":"capability://automation.workflow.course.publishing.and.student.facing.interface.rendering","name":"course publishing and student-facing interface rendering","description":"Renders the completed course as a student-facing web interface with lesson content, navigation menus, quiz interfaces, and progress tracking displays. The system generates responsive HTML/CSS/JavaScript for different device sizes and manages session state for student interactions. Publishing likely involves generating static assets or deploying to a content delivery network for fast loading.","intents":["I want my course to be live and accessible to students","I need the course to work on mobile devices and desktops","I want students to see their progress and quiz results in real-time"],"best_for":["Instructors launching courses for student access","Training teams deploying courses across multiple devices","Educators needing mobile-friendly learning experiences"],"limitations":["Limited customization of student interface — cannot modify layout or navigation structure","No offline access — students must have internet connection to view course","Performance may degrade with large courses (100+ modules) due to lack of lazy loading","No advanced student features like bookmarking, note-taking, or discussion forums","Free tier may have slower loading times or limited concurrent users","Cannot embed custom JavaScript or third-party widgets"],"requires":["Completed course structure with content (modules, lessons, quizzes)","eSkilled account with publishing enabled","Student enrollment or access codes for course access"],"input_types":["course structure and content (modules, lessons, quizzes, media)","branding and styling configuration","student enrollment data"],"output_types":["responsive HTML/CSS/JavaScript student interface","live course URL accessible to enrolled students","mobile-optimized course pages"],"categories":["automation-workflow","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_eskilled-ai-course-creator__cap_9","uri":"capability://automation.workflow.collaborative.course.editing.with.multi.user.support","name":"collaborative course editing with multi-user support","description":"Allows multiple instructors or course developers to edit course content simultaneously or sequentially with role-based permissions and change tracking. The system likely implements optimistic locking or conflict resolution to prevent simultaneous edits to the same content, and may provide version history or rollback capabilities. Collaboration features may include comments, suggestions, or approval workflows for course review.","intents":["I want my co-instructor to help develop course content without overwriting my changes","I need to track who made changes to course content and when","I want to review and approve changes before they go live"],"best_for":["Training teams with multiple instructors developing courses together","Organizations with content review and approval workflows","Large course development projects requiring coordination"],"limitations":["No real-time collaborative editing — likely sequential editing with locking mechanisms","Limited version history — may only store last N versions or have retention limits","No advanced collaboration features like inline comments or suggestion mode","Free tier may restrict number of collaborators per course","No audit trail for compliance — cannot track detailed change history","Conflict resolution is manual — users must resolve simultaneous edits manually"],"requires":["Multiple eSkilled accounts with course editing permissions","Shared course access (instructor or admin role)","Role-based access control configured"],"input_types":["course content edits (text, media, structure changes)","user actions (create, update, delete operations)"],"output_types":["version history (list of changes with timestamps and authors)","change notifications (email or in-app alerts)","rollback capability (revert to previous versions)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Active internet connection for LLM API calls","Course topic or subject description (text input, 50-500 characters)","Valid eSkilled account (free or paid tier)","Lesson content in text format (minimum 200 words for meaningful question extraction)","Specification of difficulty level (basic, intermediate, advanced) or auto-detection from content","eSkilled account with quiz generation feature enabled","Course content with sufficient text (minimum 500 words per course for meaningful analysis)","eSkilled account with AI suggestions feature enabled","Optional: target audience or learning objectives for context","Media files in common formats (MP4, WebM for video; JPG, PNG, WebP for images; MP3, M4A for audio)"],"failure_modes":["Output quality depends on input topic specificity — vague topics produce generic outlines","No pedagogical validation — generated structures may not follow adult learning principles or Bloom's taxonomy","Cannot incorporate existing course materials or institutional standards into generation","Free tier likely limits outline depth to 3 modules maximum","Cannot generate high-quality assessments for subjective domains (creative writing, design critique, open-ended problem-solving)","Distractor quality varies — may produce implausible wrong answers that don't challenge learners","No support for complex question types (drag-and-drop, image hotspots, code execution)","Adaptive difficulty scaling likely uses simple heuristics (pass/fail threshold) rather than item response theory","Free tier probably limits quiz length to 10-15 questions per lesson","Suggestions are generic and may not account for specific learning context or audience","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.284Z","last_scraped_at":"2026-04-05T13:23:42.561Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=eskilled-ai-course-creator","compare_url":"https://unfragile.ai/compare?artifact=eskilled-ai-course-creator"}},"signature":"kRDPEoEeUTQQ90iL1iITgvnW1c1XIV7MshgSuTHCOTltdl2UWwAgh1LXpdHOTUOmcVHlVSAkylD0aMe+YfnVCQ==","signedAt":"2026-06-22T09:46:11.593Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/eskilled-ai-course-creator","artifact":"https://unfragile.ai/eskilled-ai-course-creator","verify":"https://unfragile.ai/api/v1/verify?slug=eskilled-ai-course-creator","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}