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⚙️ AI Tools & Utilities

Evaluation Suitev0.1.2

Name: Evaluation Suite
Author: yuyonghao-123

yuyonghao-evaluation-suite

yuyonghao-123

Provides API for evaluating RAG quality, logical reasoning, and detecting hallucinations in AI-generated content with batch support.

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807

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CreatedMar 27, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install yuyonghao-123/yuyonghao-evaluation-suite

Skill Package8 files

📋SKILL.mdmarkdown

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Quality Score

B51/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation4/35

· 240 downloads (low demand)
· No tracked installs (may still have real users via manual install)

Documentation14/25

· SKILL.md present
· Moderate documentation (≥1500 chars)
· Detailed summary

Package Completeness8/15

· skillAssets present (7 files)
· Includes scripts or config files

💡

Usage Guide

Generated May 9, 2026

AI/ML EngineersQuality Assurance TeamsProduct Managers for AI featuresResearch Scientists evaluating LLMsintermediate

💡 Application Scenarios

Customer Support RAG Quality MonitoringCustomer Service

Use RAG evaluation to continuously assess the quality of answers generated by a customer support chatbot. Ensure retrieved documents are relevant and answers are accurate, reducing response errors.

LLM Hallucination Detection for Legal Document GenerationLegal

Apply hallucination detection to verify AI-generated legal documents against provided context. Prevent fabricated clauses or citations that could lead to legal risks.

Educational AI Tutor Reasoning AssessmentEducation

Evaluate the logical reasoning steps of an AI tutor when solving math or science problems. Ensure the tutor's explanations are coherent and lead to correct answers.

Healthcare Clinical Decision Support ValidationHealthcare

Use the evaluation suite to test AI systems that provide diagnostic suggestions based on medical literature. Check for hallucinated symptoms or incorrect reasoning that could compromise patient safety.

E-commerce Product Description Accuracy CheckE-commerce

Assess AI-generated product descriptions for factual accuracy against retrieved product specs. Detect hallucinations like false features or pricing to maintain trust.

💼 Business Models

SaaS Evaluation PlatformSubscription fees ($100-$500/month per team) or pay-per-evaluation ($0.01 per query).

Offer the evaluation suite as a cloud-based service where clients pay per evaluation or via monthly subscription. Integrate with CI/CD pipelines for automated testing.

Consulting and Custom Evaluation ServicesProject-based consulting fees ($10k-$50k per engagement) and ongoing support contracts.

Provide tailored evaluation frameworks for enterprise AI deployments. Includes threshold tuning, custom metrics, and integration support.

Open Core with Premium FeaturesPremium feature licenses ($200-$1000/year) and enterprise support subscriptions.

Release core evaluation capabilities as open source to drive adoption, while charging for advanced features like batch processing, reporting dashboards, and priority support.

💬 Integration Tip

Start by integrating the evaluator into your CI/CD pipeline to run evaluations on every model update or before deployment. Use the threshold parameters to align with your quality standards.