What sources does this skill consider most reliable?

It prioritizes Tier 1 Primary Sources, which include official GitHub repositories, project documentation, official package registries (npm, PyPI), and verified maintainer statements.

Is this skill only for open-source evaluation?

While optimized for OSS evaluation, its verification protocols and source hierarchy are effective for any research task requiring high data integrity and recency.

Does it support real-time data checking?

Yes, it defines specific 'Data Freshness Requirements' that mandate real-time web search verification for volatile data like version numbers, pricing, and licenses.

How does the skill handle conflicting information?

It uses a resolution protocol that prioritizes higher-tier primary sources, the most recent data timestamps, and higher technical specificity to determine the most reliable fact.

Source Validation & Data Verification

Name: Source Validation & Data Verification
Author: maxamillion

bymaxamillion

0•

분석 및 모니터링

Validates the accuracy, credibility, and freshness of information sources during software evaluations and technical research tasks.

This skill provides a rigorous framework for Claude to verify data during open-source project evaluations, ensuring that technical metrics, licensing information, and community health data are current and authoritative. By implementing a three-tier source hierarchy and a multi-source validation protocol, it prevents the use of stale knowledge or unverified claims, making it an essential tool for high-stakes technical decision-making, project audits, and software due diligence.

주요 기능

01Real-time verification protocols for critical data points like pricing, licenses, and version numbers.

02Optimized web search templates for identifying current project health and security advisories.

03Standardized conflict resolution logic for reconciling disagreeing information sources.

040 GitHub stars

05Structured citation and verification records for transparent evidence tracking in reports.

06Hierarchical source ranking to prioritize official documentation and repositories over community sentiment.

사용 사례

01Verifying real-time community health metrics such as GitHub stars, download counts, and maintenance activity.

02Conducting comprehensive due diligence for open-source library adoption and risk assessment.

03Auditing project licensing and operational costs to ensure compliance with enterprise standards.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add maxamillion/claude-oss-eval-plugin source-validation

For use in Claude.ai and ChatGPT

Download Skill