evidence-evaluation

Evaluate evidence quality by scoring credibility, methodology, recency, and relevance.

4|Updated Jan 28, 2026

Search Tags:#documentation #methodology #evaluation #evidence #decision-making #credibility

Ready to run

npx skills add https://github.com/wme3/DeliberateDecisions --skill evidence-evaluation

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: evidence-evaluation
Source: https://github.com/wme3/DeliberateDecisions/tree/main/skills/evidence-evaluation
Command: npx skills add https://github.com/wme3/DeliberateDecisions --skill evidence-evaluation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

In data-driven decisions, weak or unverified evidence leads to flawed conclusions, biased judgments, and increased risk. This skill provides a structured framework to distinguish facts from assumptions, evaluate source quality, and document evidence in a reproducible, audit-friendly way.

Core Features & Use Cases

Credibility assessment: evaluate source trustworthiness and potential conflicts of interest.
Methodology evaluation: examine data collection methods, sample size, controls, and repeatability.
Recency & relevance: ensure information is up-to-date and directly applicable to the decision context.
Evidence documentation: capture claims, sources, quality scores, and red flags for governance.
Use cases: decision analyses, risk reviews, policy decisions, and research audits.

Quick Start

Input an evidence item and run it through the evaluation workflow to score credibility, methodology, recency, and relevance.

Frequently Asked Questions about evidence-evaluation

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

FAQPage Schema

How do I evaluate the credibility of evidence used in business decision-making?▼

To evaluate evidence credibility for decision-making, assess source trustworthiness and potential conflicts of interest. This skill provides a structured framework to distinguish facts from assumptions and grade sources systematically.

What is the best way to document evidence quality for a risk assessment audit?▼

The best way to document evidence quality for risk assessments is using a structured template that captures source details, red flags, and an overall quality score. This ensures your evaluation is reproducible and audit-friendly.

How does methodology evaluation work for grading research evidence?▼

Methodology evaluation works by examining data collection methods, sample sizes, controls, and repeatability. This process scores the reliability of the evidence to ensure your conclusions are not based on flawed data.

Can I use this evidence evaluation framework for policy decisions and research reviews?▼

Yes, you can use this evidence evaluation framework for policy decisions and research reviews. It systematically grades credibility, methodology, recency, and relevance across various business contexts.

How do I identify red flags in evidence before making a data-driven decision?▼

To identify red flags in evidence, run your data through an evaluation workflow that checks for bias, weak methodology, and conflicts of interest. This highlights potential risks before finalizing your decision.