tdms-ecosystem-audit

Analyze the TDMS ecosystem across five domains and return a v2 JSON report.

Updated Feb 24, 2026
One-click install
npx skills add https://github.com/jasonmichaelbell78-creator/framework --skill tdms-ecosystem-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: tdms-ecosystem-audit
Source: https://github.com/jasonmichaelbell78-creator/framework/tree/main/.claude/skills/tdms-ecosystem-audit
Command: npx skills add https://github.com/jasonmichaelbell78-creator/framework --skill tdms-ecosystem-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

TDMS Ecosystem Audit analyzes the entire Technical Debt Management System to surface health risks across pipeline, data quality, and governance domains, enabling teams to identify gaps and plan remediation.

Core Features & Use Cases

  • Comprehensive domain coverage: pipeline correctness, data quality & dedup, file I/O safety, roadmap integration, and metrics reporting.
  • Generates a v2 JSON output with health score, per-category results, findings, patches, and trend data for governance reviews.
  • Provides patch suggestions and baseline trend tracking to guide remediation, sprint planning, and continuity.

Quick Start

Run the TDMS ecosystem audit to generate a v2 JSON report from your repository.

Frequently Asked Questions about tdms-ecosystem-audit

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

FAQPage Schema
How do I audit technical debt management system health across pipeline and data quality domains?

Run an ecosystem audit to surface technical debt risks across pipeline correctness, data quality, file I/O safety, roadmap integration, and metrics reporting. The audit executes 16 category checks across five domains, producing per-category scores and patchable findings for remediation.

Can I automate technical debt governance reviews using a structured JSON format?

Yes, the technical debt audit generates a v2 JSON report containing health scores, per-category results, findings, patches, and trend data. This output is designed for automation and governance reviews, allowing direct integration into existing CI/CD or compliance workflows.

How do I track technical debt metrics and state trends over time for sprint planning?

The audit persists state data after each run to enable trend analysis and baseline tracking. By comparing historical state and metrics, teams can monitor technical debt progression and guide sprint planning or remediation efforts effectively.

What is the best way to remediate technical debt findings discovered during an ecosystem health check?

The ecosystem audit provides actionable patch suggestions alongside its findings. Teams can use these patch recommendations to plan targeted remediation across pipeline, data quality, and governance domains during their development cycles.

Does the technical debt audit require any external dependencies or specific environment setup?

No external dependencies are required to run the technical debt audit. The Skill operates independently using its internal scripts to analyze the repository, score 16 categories, and generate the remediation report without needing additional environment setup.

Can I walk through technical debt audit results interactively rather than just reading a report?

Yes, the technical debt audit supports interactive walkthroughs of its findings. Users can step through the per-category results and patchable findings interactively, making it easier to understand health risks and plan remediation actions.