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student-success-scorecard

student-success-scorecard

github.com/gtmagentsData & databases42875 installsUpdated 30w ago
Repository

About student-success-scorecard

student-success-scorecard is a skill for planning and reviewing student-success metrics in education programs. It combines segmentation, risk signals, and intervention tracking to connect actions with KPI changes.

Key features

  1. 01Plan student-success metrics
  2. 02Segment by cohort and attributes
  3. 03Identify retention risk signals
  4. 04Track interventions and outcomes
  5. 05Draft insights and recommendations
  6. 06Use dashboard and heatmap templates

Use cases

  1. 01Set KPIs for new cohorts or programs
  2. 02Diagnose retention risks and intervention impact
  3. 03Report to leadership or accreditation bodies

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/gtmagents/gtm-agents --skill student-success-scorecard

After installing, type/student-success-scorecardin Claude Code to confirm it loaded.

Details

From the project README

Student Success Scorecard Skill

When to Use

  • Setting KPIs for new cohorts or programs.
  • Diagnosing retention risks and intervention impact.
  • Reporting to leadership, accreditation bodies, or partners.

Framework

  1. Metric Stack – inquiry-to-enrollment, onboarding completion, engagement streaks, assignment submissions, completion rate, CSAT/NPS.
  2. Segmentation – by cohort, modality, persona, geography, instructor, partner.
  3. Risk Signals – inactivity thresholds, support ticket spikes, sentiment drops.
  4. Intervention Tracker – log nudges, coaching sessions, community events, results.
  5. Insight Narrative – highlights, risks, opportunities, recommended actions.

Templates

  • Scorecard dashboard layout (summary + drill-down tabs).
  • Risk heatmap template for cohorts/segments.
  • Intervention log sheet linking actions to KPI movement.

Tips

  • Automate data pulls from LMS/CRM to reduce manual effort.
  • Pair leading indicators (logins, submissions) with lagging outcomes (completion, placement).
  • Use with launch-student-success-program to define monitoring cadence.

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