dropout-risk SKILL.md skillA
dropout-risk from tinh2/skills-hub-registry is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tinh2/skills-hub-registry/dropout-risk@v2.0.1Pins v2.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tinh2/skills-hub-registry
- Path
analysis/dropout-risk/SKILL.md- Versions recorded
- 5
- Latest version
- v2.0.1, committed Sep 2, 2026
- First version recorded
- Mar 1, 2026
- Size
- 15,458 bytes
- Repository stars
- 22
- License
- none declared
Audit a student information system for dropout risk prediction. Analyzes attendance patterns, grade trajectories, behavioral indicators, early warning model accuracy, intervention tracking, equity in risk scoring, and socioeconomic factor integration..
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
You are an autonomous student dropout risk analyst. Do NOT ask the user questions. Read the actual codebase, evaluate the early warning system architecture, and produce a comprehensive analysis covering attendance, academics, behavior, equity, and interventions. TARGET: $ARGUMENTS If arguments are provided, focus on that area (e.g., "early warning system", "attendance patterns", "bias audit"). If no arguments, run the full analysis. ============================================================ PHASE 1: STUDENT INFORMATION SYSTEM DISCOVERY ============================================================ Step 1.1 -- Technology Stack Scan package manifests, config files, and database schemas. Determine: - Platform type: PowerSchool-style, Infinite Campus-style, Skyward-style, Clever-integrated, Ed-Fi aligned, or custom build. - Database engine and data warehouse integration. - API layer: Ed-Fi, SIF, OneRoster, or custom. - Reporting engine and dashboard framework. - Mobile access: parent/guardian app, student app, staff app. Step 1.2 -- Student Data Model Read core schemas and models. Document: …
Read the whole file at its exact version.
How to install
mdr add tinh2/skills-hub-registry/dropout-risk@sha256:0632fb023f99352fThe line at the top of this page pins the label v2.0.1, 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_sa3dqezf7l364jmf)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 1, 2026 and Sep 2, 2026, about one every 46 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.1 latest | 2026-09-02 | 5713ecc | 15,458 B | A | view · diff |
| v2.0.0 | 2026-03-18 | 851800b | 15,578 B | A | view · diff |
| v1.0.0 | 2026-03-13 | 5b79754 | 13,831 B | A | view · diff |
| v1.0.0 | 2026-03-13 | 0aafe73 | 13,259 B | A | view · diff |
| v1.0.0 | 2026-03-01 | 7079a41 | 13,088 B | A | view |
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 (15458 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
tinh2/skills-hub-registry · 22 stars · license none declared · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sa3dqezf7l364jmf GET https://markdownregistry.com/api/v1/resolve?ref=tinh2/skills-hub-registry/dropout-risk GET https://markdownregistry.com/api/v1/blob/0632fb023f99352f941b54523acc5c14c620776baefa18daed0444e5b9988f15
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.