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Ordinary-claude-skills student-success-scorecard

Metrics framework for monitoring engagement, progression, and completion.

install
source · Clone the upstream repo
git clone https://github.com/Microck/ordinary-claude-skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/Microck/ordinary-claude-skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills_all/student-success-scorecard" ~/.claude/skills/microck-ordinary-claude-skills-student-success-scorecard && rm -rf "$T"
manifest: skills_all/student-success-scorecard/SKILL.md
source content

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.