Domain Expert Authority Ranking & Primary Source Discovery
rank_expert_sourcesIdentifies and ranks top domain authorities, leading researchers, and primary documentation repositories for technical topics. Use when finding primary source experts to cite or discovering foundational documentation for specialized fields; for ranking general search query snippets, use synthesize_neural_search instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'subject_area' ('authority_metric' defaults to 'pagerank_and_domain_authority'), supports '?demo=true' or L402 (10 sats), and returns HTTP 400 if invalid.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| max_experts | No | Maximum number of top domain authorities to return in the ranking. | |
| subject_area | Yes | Academic field, open source framework, protocol, or technical discipline to explore. | |
| authority_metric | No | Reputation evaluation standard: PageRank and domain authority, citation h-index, or code repo stars. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| subject | Yes | Analyzed discipline or technical topic. | |
| top_authorities | Yes | List of top-ranked domain experts, core maintainers, or key institutions. | |
| recommended_primary_sources | Yes | Curated list of authoritative repositories, RFCs, and documentation hubs. |