{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_studentmate","slug":"studentmate","name":"StudentMate","type":"webapp","url":"https://studentmate.shuchir.dev","page_url":"https://unfragile.ai/studentmate","categories":["app-builders"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_studentmate__cap_0","uri":"capability://automation.workflow.calendar.sync.from.class.roster","name":"calendar-sync-from-class-roster","description":"Automatically ingests class schedules from a student's course roster and synchronizes them into a unified calendar view without manual entry. The system likely parses class metadata (meeting times, instructors, locations) from institutional data or user input and maps these to calendar events, eliminating repetitive manual scheduling for each course.","intents":["I want to automatically populate my calendar with all my class meeting times without manually entering each one","I need a single view of my entire weekly schedule across all my courses","I want to sync my class schedule to Google Calendar so it appears alongside my other commitments"],"best_for":["Students enrolled in multiple courses who use Google Calendar as their primary scheduling tool","Budget-conscious learners seeking free alternatives to institutional calendar systems"],"limitations":["No direct LMS integration (Canvas, Blackboard, Moodle) — requires manual class entry or institutional data export","Unclear whether it supports recurring schedule changes mid-semester or handles course drops/adds dynamically","Limited to Google Calendar export; no support for Outlook, Apple Calendar, or other calendar providers"],"requires":["Google account with Google Calendar enabled","Class schedule information (meeting times, days, instructors) — either manually entered or from institutional source","Web browser with JavaScript enabled"],"input_types":["structured class metadata (course name, meeting times, location, instructor)","calendar export format (likely iCalendar/ICS)"],"output_types":["Google Calendar events","calendar feed (ICS format)"],"categories":["automation-workflow","calendar-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_studentmate__cap_1","uri":"capability://automation.workflow.deadline.extraction.and.reminder.scheduling","name":"deadline-extraction-and-reminder-scheduling","description":"Parses assignment deadlines from class information and automatically schedules reminder notifications at configurable intervals before due dates. The system likely stores deadline metadata and uses a background job or cron-based scheduler to trigger notifications at specified times (e.g., 24 hours, 1 week before submission).","intents":["I want automatic reminders for upcoming assignment deadlines so I don't miss submissions","I need to configure when I receive reminders (e.g., 3 days before, 1 day before)","I want a centralized view of all my upcoming deadlines across all classes"],"best_for":["Students prone to missing deadlines who benefit from proactive notifications","Learners managing 4+ concurrent courses with overlapping assignment schedules"],"limitations":["Reminder delivery mechanism unclear — likely email or in-app notifications only; no SMS or push notifications mentioned","No integration with assignment submission platforms (Google Classroom, Canvas) — deadlines must be manually entered or imported","Unclear whether reminders persist across browser sessions or require the app to remain open"],"requires":["Google account (for email notifications)","Assignment deadline information (manually entered or imported)","Active StudentMate account"],"input_types":["assignment metadata (title, due date, course)","reminder configuration (timing, frequency)"],"output_types":["email notifications","in-app alerts","deadline list/dashboard"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_studentmate__cap_2","uri":"capability://tool.use.integration.google.slides.collaborative.assignment.integration","name":"google-slides-collaborative-assignment-integration","description":"Provides native integration with Google Slides to streamline collaborative assignment workflows, likely enabling students to create, access, and share presentation assignments directly within StudentMate without context-switching. The integration probably uses Google's OAuth 2.0 API to authenticate and embed Slides picker/editor components, allowing direct file creation and sharing with classmates.","intents":["I want to create and share Google Slides presentations for group assignments without leaving StudentMate","I need to quickly access shared presentation assignments from my course dashboard","I want to manage presentation deadlines and collaborator permissions in one place"],"best_for":["Students working on presentation-heavy courses (business, communications, humanities)","Teams collaborating on group projects who already use Google Workspace"],"limitations":["Integration limited to Google Slides only — no support for PowerPoint, Keynote, or other presentation formats","No version control or comment threading beyond native Google Slides features","Unclear whether StudentMate provides permission management or if it delegates entirely to Google's sharing model"],"requires":["Google account with Google Drive and Google Slides access","OAuth 2.0 authorization to StudentMate for Slides access","Collaborators must also have Google accounts"],"input_types":["Google Slides file IDs or URLs","collaborator email addresses","presentation metadata (title, due date)"],"output_types":["embedded Google Slides editor","shareable Slides links","presentation metadata (last edited, collaborators)"],"categories":["tool-use-integration","collaboration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_studentmate__cap_3","uri":"capability://data.processing.analysis.unified.academic.dashboard.with.course.aggregation","name":"unified-academic-dashboard-with-course-aggregation","description":"Centralizes class schedules, deadlines, and assignment information into a single dashboard view, aggregating data from multiple courses into a cohesive interface. The dashboard likely uses a relational data model to organize courses, assignments, and schedule events, with filtering and sorting capabilities to help students navigate their academic commitments at a glance.","intents":["I want a single view of all my classes, schedules, and deadlines without checking multiple tools","I need to see what's due this week across all my courses","I want to filter my dashboard by course or by deadline proximity"],"best_for":["Students managing 3+ concurrent courses who need a unified view","Learners seeking to reduce cognitive load from context-switching between multiple tools"],"limitations":["Dashboard is web-only; no mobile app mentioned, limiting accessibility during commutes or between classes","No indication of real-time sync — data may be stale if not refreshed manually","Unclear whether dashboard supports custom views, sorting, or filtering beyond basic course organization"],"requires":["Active StudentMate account","At least one course added to the system","Web browser with JavaScript enabled"],"input_types":["course metadata (name, instructor, meeting times)","assignment data (title, due date, course)","schedule events (class meetings, office hours)"],"output_types":["HTML dashboard with course cards","deadline list sorted by date","weekly/monthly schedule view"],"categories":["data-processing-analysis","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_studentmate__cap_4","uri":"capability://data.processing.analysis.class.metadata.persistence.and.retrieval","name":"class-metadata-persistence-and-retrieval","description":"Stores and retrieves class information (course name, instructor, meeting times, location) in a persistent backend database, enabling students to access their schedule across sessions and devices. The system likely uses a simple relational schema with courses as the primary entity, linked to schedule events and assignments, with user authentication to isolate data per student.","intents":["I want my class schedule to persist across browser sessions and devices","I need to edit or update my class information (e.g., room change, instructor change)","I want to export or backup my class schedule data"],"best_for":["Students who access StudentMate from multiple devices (laptop, tablet, phone)","Learners who need long-term schedule persistence across semesters"],"limitations":["No indication of data export formats (CSV, JSON, ICS) — may be locked into StudentMate's proprietary format","Unclear data retention policy — no mention of what happens to data after a semester ends or account deletion","No mention of offline access — schedule data is only available with internet connectivity"],"requires":["StudentMate account with email verification","Internet connectivity for data sync","Web browser with cookie/session storage enabled"],"input_types":["course metadata (name, instructor, meeting times, location)","user authentication credentials"],"output_types":["stored course records","user session tokens","schedule data (likely JSON or database records)"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Google account with Google Calendar enabled","Class schedule information (meeting times, days, instructors) — either manually entered or from institutional source","Web browser with JavaScript enabled","Google account (for email notifications)","Assignment deadline information (manually entered or imported)","Active StudentMate account","Google account with Google Drive and Google Slides access","OAuth 2.0 authorization to StudentMate for Slides access","Collaborators must also have Google accounts","At least one course added to the system"],"failure_modes":["No direct LMS integration (Canvas, Blackboard, Moodle) — requires manual class entry or institutional data export","Unclear whether it supports recurring schedule changes mid-semester or handles course drops/adds dynamically","Limited to Google Calendar export; no support for Outlook, Apple Calendar, or other calendar providers","Reminder delivery mechanism unclear — likely email or in-app notifications only; no SMS or push notifications mentioned","No integration with assignment submission platforms (Google Classroom, Canvas) — deadlines must be manually entered or imported","Unclear whether reminders persist across browser sessions or require the app to remain open","Integration limited to Google Slides only — no support for PowerPoint, Keynote, or other presentation formats","No version control or comment threading beyond native Google Slides features","Unclear whether StudentMate provides permission management or if it delegates entirely to Google's sharing model","Dashboard is web-only; no mobile app mentioned, limiting accessibility during commutes or between classes","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"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":"2026-05-24T12:16:33.648Z","last_scraped_at":"2026-04-05T13:23:42.559Z","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=studentmate","compare_url":"https://unfragile.ai/compare?artifact=studentmate"}},"signature":"nmTnlikqZZ+m8PPkUxWAr5ut1P6ab5++PkhRxRp2rii9BXdMIbgXFjThxwSQklcxFah/dnCJ8jPAJGi30VXQBA==","signedAt":"2026-06-22T23:11:27.298Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/studentmate","artifact":"https://unfragile.ai/studentmate","verify":"https://unfragile.ai/api/v1/verify?slug=studentmate","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"}}