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source-grounded-response

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Ensure factual accuracy in AI responses.

Software Engineering#reporting#evidence#grounding#accuracy#hallucination prevention#citation
Authormsageha
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill prevents AI hallucinations and ensures that all AI-generated responses are strictly based on provided evidence, improving the reliability and trustworthiness of the output.

Core Features & Use Cases

  • Evidence-Based Reporting: Structures responses with clear evidence levels (Confirmed, Referenced, Estimated, Uncertain).
  • Mandatory Citation: Enforces citation for claims derived from code, tests, or search results.
  • Hallucination Prevention: Implements rules to avoid speculative or unverified statements.
  • Use Case: When generating a code analysis report, this Skill ensures that every statement about code behavior or impact is linked to specific lines of code or test results, preventing the AI from inventing issues.

Quick Start

Generate a research report on the provided code, ensuring all claims are factually grounded and cite evidence.

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: source-grounded-response
Download link: https://github.com/msageha/maestro_v2/archive/main.zip#source-grounded-response

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