student-success-scorecard SKILL.md skillA
student-success-scorecard from gtmagents/gtm-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add gtmagents/gtm-agents/student-success-scorecard@git:20251119.8c446bfPins git:20251119.8c446bf in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- gtmagents/gtm-agents
- Path
plugins/edtech-growth/skills/student-success-scorecard/SKILL.md- Versions recorded
- 1
- Latest version
- git:20251119.8c446bf, committed Nov 19, 2025
- Size
- 1,259 bytes
- Repository stars
- 436
- License
- Apache-2.0
Metrics framework for monitoring engagement, progression, and completion.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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. ---
Read the whole file at its exact version.
How to install
mdr add gtmagents/gtm-agents/student-success-scorecard@sha256:9e19557d660e803dThe line at the top of this page pins the label git:20251119.8c446bf, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_bqp4q6ko6kyghdgj)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Nov 19, 2025.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1259 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
gtmagents/gtm-agents · 436 stars · license Apache-2.0 · pushed 2026-04-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bqp4q6ko6kyghdgj GET https://markdownregistry.com/api/v1/resolve?ref=gtmagents/gtm-agents/student-success-scorecard GET https://markdownregistry.com/api/v1/blob/9e19557d660e803da60501fe324127d134e39279f6a9a126e95546e297255551
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.