confidence-levels

Apply standardized confidence scales to analytical judgments with documented rationale and sources.

15|5|Updated Apr 6, 2026
One-click install
npx skills add https://github.com/Liberty91LTD/cti-skills --skill confidence-levels-liberty91ltd
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: confidence-levels
Source: https://github.com/Liberty91LTD/cti-skills/tree/main/skills/confidence-levels
Command: npx skills add https://github.com/Liberty91LTD/cti-skills --skill confidence-levels-liberty91ltd

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Confidence levels are essential to communicate the certainty of analytical judgments; this skill provides standardized scales to reduce ambiguity and bias when assessing evidence.

Core Features & Use Cases

  • Standardized bands of confidence (Very High to Very Low) with defined meanings.
  • Guidance on when to apply each level and how to document reasoning and sources.
  • Use Case: Attach confidence levels to threat intel assessments or risk analyses to improve traceability and decision-making.

Quick Start

Assign a confidence level to your first analytical conclusion and briefly justify it with the most relevant evidence.

Frequently Asked Questions about confidence-levels

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

FAQPage Schema
How do I apply standardized confidence levels to analytical judgments?

Confidence levels are standardized bands from Very High to Very Low applied to analytical conclusions to reduce ambiguity and bias. They encode the chosen level, rationale, and sources in frontmatter and notes for traceability across diverse evidence.

How do I document evidence quality and sources for a risk assessment?

You document evidence quality by evaluating open-source reports, internal telemetry, and expert opinion. The skill encodes the chosen confidence level, rationale, and sources in frontmatter and accompanying notes to support your risk assessment conclusions.

Can I use the Admiralty scale rating system for threat intel assessments?

Yes, you can use the Admiralty scale rating system for threat intel assessments. The skill provides standardized confidence scales to evaluate evidence quality and attach traceable confidence levels to your intelligence conclusions.

When do I need to use a standardized confidence scale for analysis?

You need a standardized confidence scale when communicating the certainty of analytical judgments across multiple sources. It is essential for reducing ambiguity and bias during evidence evaluation in threat intel or risk analysis.

What is the best way to attach confidence ratings to open-source reports?

The best way to attach confidence ratings to open-source reports is to assign a defined confidence band and briefly justify it with the most relevant evidence. The skill encodes this reasoning and source data in frontmatter for traceability.