Audit wiki pages against cited sources and detect uncited factual claims.
npx skills add https://github.com/kfchou/wiki-skills --skill wiki-audit-kfchou
Please help me install this Agent Skill. Skill: wiki-audit Source: https://github.com/kfchou/wiki-skills/tree/main/skills/wiki-audit Command: npx skills add https://github.com/kfchou/wiki-skills --skill wiki-audit-kfchou
This Skill provides a comprehensive fact-checking process for wiki pages, ensuring that all claims are supported by cited sources and identifying uncited factual claims.
Run the wiki-audit skill to fact-check the page 'transformer-architecture.md'.
High-intent search queries and answers about installing and using this skill.
Fact-checking a wiki page involves auditing its claims against cited sources to verify accuracy and flagging uncited factual claims. This process requires reading the page's SCHEMA.md for citation rules and accessing the original source documents to confirm support.
Cross-model adversarial review is a strong mode technique that uses a different provider's model to evaluate wiki claims. It identifies overreach and contradictions in factual statements, providing an additional layer of accuracy assurance beyond standard citation checks.
Detecting uncited factual claims requires auditing the wiki page text to isolate factual statements and cross-referencing them with the page's citations. The audit flags any factual assertions that lack supporting source references.
Yes, accessing the page's SCHEMA.md is required to verify wiki page accuracy. It defines the specific citation rules that the audit uses to determine whether factual claims are properly supported by their referenced sources.
A wiki audit report details the findings of the fact-checking process, categorizing claims into supported, unsupported, and partial. It provides a comprehensive overview of citation verification and highlights uncited factual statements.
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