assumption-audit

Audit unverified assumptions across CRISP-DM documentation and generate a structured report.

Updated Mar 20, 2026

Search Tags:#documentation #audit #reporting #assumptions #data-quality #stakeholders #crisp-dm

Ready to run

npx skills add https://github.com/thbraet/claude-template --skill assumption-audit-thbraet

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: assumption-audit
Source: https://github.com/thbraet/claude-template/tree/main/skills/assumption-audit
Command: npx skills add https://github.com/thbraet/claude-template --skill assumption-audit-thbraet

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill surfaces unverified assumptions and open questions across CRISP-DM documentation, enabling proactive risk management and stakeholder alignment.

Core Features & Use Cases

Scans all CRISP-DM documentation under docs/crisp-dm/**/*.md to locate the "Assumptions & Business Validation" sections.
Extracts and categorizes Assumptions, Questions for Business, and Business Feedback logs by status to produce an auditable trail.
Generates a consolidated audit report in-session and optionally saves to docs/crisp-dm/assumption-audit.md for future reference.

Quick Start

Run the assumption-audit skill to generate a live audit report from the CRISP-DM documentation.

Frequently Asked Questions about assumption-audit

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

FAQPage Schema

How do I audit unverified assumptions across CRISP-DM documentation?▼

To audit unverified assumptions across CRISP-DM documentation, scan all markdown files under docs/crisp-dm/ to extract and categorize open business questions, generating a structured report with statuses, impact, and suggested actions for stakeholder alignment.

What is a CRISP-DM assumption audit and when do I need it?▼

A CRISP-DM assumption audit is a process of identifying and consolidating unverified assumptions and open business questions across all six project phases. You need it for proactive risk management and ensuring stakeholder alignment before proceeding.

How do I consolidate open business questions from data science project docs?▼

Consolidate open business questions from data science project docs by applying the audit skill to extract items from Assumptions & Business Validation sections, categorize them by status, and output a shareable report with traceable source links.

Does the assumption audit work with markdown files outside the docs/crisp-dm directory?▼

No, the assumption audit specifically targets markdown files located within the docs/crisp-dm/**/*.md directory structure to locate Assumptions & Business Validation sections and extract relevant items for the audit trail.

Can I save the assumption audit report directly to my project files?▼

Yes, you can save the assumption audit report directly to your project files. The skill generates a consolidated report in-session and optionally saves it to docs/crisp-dm/assumption-audit.md for future reference and stakeholder distribution.

What is the best way to track data quality assumptions for stakeholder reporting?▼

The best way to track data quality assumptions for stakeholder reporting is generating a structured audit that categorizes assumptions by status, assesses impact, suggests actions, and ensures every item is traceable to its source CRISP-DM documentation.