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multi-source-search

authentic

Cross-validate web research and produce an offline-checkable evidence ledger with explicit source diversity, confidence, conflicts, and gaps.

When to use

• Use when a claim needs fact-checking against independent sources.
• Use when research should expose disagreements and evidence gaps, not only summarize results.
• Use when the final output needs a machine-checkable link between claims and sources.
• Use when the host provides at least two distinct search or retrieval capabilities.

When not to use

• Validation checks internal structure; it does not prove that a claim is true.
• The validator does not fetch URLs, judge publisher credibility, or detect hidden common sources.
• Provider diversity does not guarantee viewpoint, geographic, or language diversity.
• Search coverage depends on the host agent's available tools and access.
• High-stakes medical, legal, or financial conclusions still require qualified expert review.

Skill page

Source