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strawberry-verification

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Verify factual claims with confidence deltas.

Data & Analytics#verification#evidence#grounding#data-integrity#verify#two-pass#confidence-delta
Authorgitwalter
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill verifies factual claims by measuring confidence deltas between scrubbed and full evidence to detect confabulation.

Core Features & Use Cases

  • Two-Pass Verification: Scrubbed vs full evidence comparison to quantify reliance on specific identifiers.
  • Delta-Based Verdicts: Uses confidence delta thresholds to label claims as VERIFIED, PLAUSIBLE, SUSPICIOUS, or UNSUPPORTED.
  • Integration: Works as a reliability layer atop grounding results for critical decisions in data pipelines, QA, and risk assessment.
  • Real-world example: verify a claim derived from multiple sources about a data type or schema.

Quick Start

To use this skill, run it on the grounding-verification workflow with the strawberry profile. See the base grounding-verification pattern for details.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: strawberry-verification
Download link: https://github.com/gitwalter/cursor-agent-factory/archive/main.zip#strawberry-verification

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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