likelihood-language

Map forecast terms to standardized probability bands for forward-looking assessments.

15|5|Updated Apr 6, 2026
One-click install
npx skills add https://github.com/Liberty91LTD/cti-skills --skill likelihood-language
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: likelihood-language
Source: https://github.com/Liberty91LTD/cti-skills/tree/main/skills/likelihood-language
Command: npx skills add https://github.com/Liberty91LTD/cti-skills --skill likelihood-language

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Probability language in forward-looking assessments is often inconsistent. This Skill standardizes the terminology and maps predictions to explicit probability bands to ensure clarity and auditable reasoning.

Core Features & Use Cases

  • Standardized mapping of forecast terms to named probability bands for all analyses.
  • Consistent linguistic framing across risk reports, briefs, and dashboards.
  • Real-world use: translate vague phrases like "could happen" into a defined band for transparency.

Quick Start

Map this forecast to the standard probability bands and return the mapped term.

Frequently Asked Questions about likelihood-language

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

FAQPage Schema
How do I standardize forecast language for consistent probability bands?

To standardize forecast language, map forward-looking predictions to explicit probability bands. This translates vague risk assessment terms into a defined, auditable framework for consistent reporting.

What is the best way to map vague phrases into defined probability bands for risk forecasts?

Mapping vague phrases uses a standardized linguistic framework to assign defined probability bands to risk forecasts. This ensures consistent wording and transparent reasoning across intelligence assessments and project estimates.

Can I use a standardized probability framework for project estimates and dashboards?

Yes, a standardized probability framework applies to project estimates and dashboards. It maps forecast terms to named probability bands, ensuring consistent linguistic framing across all team reports and briefs.

Why does probability language need to be mapped to explicit probability bands?

Probability language needs mapping to explicit bands because forward-looking assessments often use inconsistent terminology. Standardizing these terms ensures clarity, consistency, and auditable reasoning across all risk forecasts.

Does standardizing forecast language support auditable reasoning in intelligence assessments?

Yes, standardizing forecast language supports auditable reasoning in intelligence assessments. It maps predictions to explicit probability bands, creating a clear framework for consistent wording across all analytical reports.