Agent-Skills.md

Agent Skills: Student Success Scorecard Skill

Metrics framework for monitoring engagement, progression, and completion.

UncategorizedID: Microck/ordinary-claude-skills/student-success-scorecard

Repository

Microck/ordinary-claude-skills
MicrockLicense: NOASSERTION
12615

Install this agent skill to your local

pnpm dlx add-skill https://github.com/Microck/ordinary-claude-skills/tree/HEAD/skills_all/student-success-scorecard

Skill Files

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skills_all/student-success-scorecard/SKILL.md

Skill Metadata

Name
student-success-scorecard
Description
Metrics framework for monitoring engagement, progression, and completion.

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.