data-validator

Translate CORE validation results into an HTML report and JSON verdict.

35|9|Updated Mar 3, 2026
One-click install
npx skills add https://github.com/Appsilon/mediforce --skill data-validator-appsilon
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: data-validator
Source: https://github.com/Appsilon/mediforce/tree/main/apps/landing-zone/plugins/landing-zone/skills/data-validator
Command: npx skills add https://github.com/Appsilon/mediforce --skill data-validator-appsilon

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Render a self-contained HTML report from CORE validation results to support human review and downstream routing.

Core Features & Use Cases

  • Generate a compact HTML presentation with a domain × category heatmap and a top findings list.
  • Produce a machine-readable verdict (/output/result.json) and a human-facing HTML report (/output/presentation.html) for reviewer tasks.
  • Handle partial results and missing audit data by surfacing signals clearly for the reviewer.

Quick Start

Provide the input via input.json and findings.json and run the skill to generate /output/presentation.html and /output/result.json.

Frequently Asked Questions about data-validator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a self-contained HTML validation report from CORE results?

To generate a self-contained HTML validation report from CORE results, provide interpret-validation output via input.json and findings.json. The skill renders a domain × category heatmap and top findings list into /output/presentation.html, while also writing a machine-readable verdict to result.json.

What is the best way to create an audit trail heatmap for CDISC data validation?

Creating an audit trail heatmap for CDISC data validation involves processing deterministic CORE results. This skill compiles those findings into a compact HTML presentation, visually mapping validation issues by domain and category for quick human review.

How do I route validation findings to downstream automated processes?

To route validation findings downstream, you use the machine-readable verdict generated at /output/result.json. This JSON output contains the htmlReportPath and classification data reused from input.json, enabling automated routing based on the validation outcome.

Can I render an HTML report if the audit trail data is partially missing?

Yes, you can render an HTML report with partial or missing audit data. The skill handles incomplete findings by surfacing clear signals within the presentation, ensuring the reviewer understands the validation scope and any missing context.

Does the data-validator skill require any external dependencies to produce a JSON verdict?

No external dependencies are required to produce a JSON verdict. The skill operates independently by reading /output/input.json and /workspace/findings.json to generate both the /output/presentation.html file and the corresponding result.json output.