Map qualitative text to a Bias Score using Argumentation Mining.
npx skills add https://github.com/FolahanWilliams/decision-intel --skill bias-scoring
Please help me install this Agent Skill. Skill: bias-scoring Source: https://github.com/FolahanWilliams/decision-intel/tree/main/agent-config/skills/bias-scoring Command: npx skills add https://github.com/FolahanWilliams/decision-intel --skill bias-scoring
Maps qualitative text to a quantitative "Bias Score" (0–5) using Argumentation Mining to surface reasoning gaps in decisions.
Input a paragraph of text and request a Bias Score, Bias Heatmap, and Primary Bias Type.
High-intent search queries and answers about installing and using this skill.
You can quantify text bias by mapping qualitative paragraphs to a 0–5 Bias Score using argumentation mining. This process analyzes decision documents to surface reasoning gaps and outputs a Bias Heatmap alongside the Primary Bias Type.
Text bias scoring detects cognitive distortions such as Confirmation Bias, Anchoring, Halo Effect, and Sunk Cost Fallacy. The classifier analyzes argumentation structures to identify these specific reasoning gaps in policy memos and risk assessments.
Argumentation mining evaluates decision documents by mapping qualitative premises to their conclusions. This mechanism surfaces potential reasoning gaps and cognitive distortions, converting the text into a quantitative 0–5 Bias Score and a visual Bias Heatmap.
Yes, you can input a single paragraph of text to receive a Bias Score, Bias Heatmap, and Primary Bias Type. The deterministic scoring model maps the argumentation structure within that paragraph to quantify bias from 0 to 5.
A Bias Heatmap is an output artifact that visualizes reasoning gaps and cognitive distortions in decision documents. It accompanies the 0–5 Bias Score to show exactly where and how qualitative text reflects biased argumentation.
No external NLP libraries or dependencies are required. The skill uses a deterministic scoring model with a built-in bias-type classifier to perform text analysis and argumentation mining directly on your input text.
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