Simera

Broad search across Simera's full candidate database (~725k profiles) via OpenSearch. Use this when search_candidates returns too few hits (e.g., you got 3 results but need 20). This scans the entire pool, not just the curated Algolia index, so expect lower precision but much higher recall. Prefer search_candidates first; fall back to this when you need more breadth.

Fetch full candidate profiles by ID. Returns all available data including salary range, English level, languages, video quality, industry QC tags, and presentation notes. Use this after search_candidates to get complete profiles for QC evaluation or side-by-side comparison.

Retrieve the Simera QC evaluation rubric for scoring candidates against a job description. Call this before performing a candidate evaluation or comparison. Returns the full scoring framework, weighting, output format, and compliance rules.

Search the curated Simera candidate pool (Algolia). Returns candidates ranked by relevance. Try this first; if it returns too few hits to pick from, call broad_search_candidates to scan the full ~725k-profile database.