Analyze Candidates | Agent Skills Atlas

About this skill

Ranks candidate skills/agents by task fit using Sonnet LLM-as-judge AND classifies task complexity (model + effort) in same call. Input is union of cheatsheet + FTS5 candidates with EQUAL weight per D3+D9. Output is task-driven ranking + complexity classification + INSTALLBEST | INSTALLMULTIPLE | SYNTHESIZE recommendation. v0.5.0 replaces v0.4.0 BM25+Jaccard ranking with Sonnet-as-judge (Jaccard retained only for INSTALLBEST→MULTIPLE downgrade cross-check).

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Original listing metadata

Original name

analyze-candidates

Original description

Ranks candidate skills/agents by task fit using Sonnet LLM-as-judge AND classifies task complexity (model + effort) in same call. Input is union of cheatsheet + FTS5 candidates with EQUAL weight per D3+D9. Output is task-driven ranking + complexity classification + INSTALL_BEST | INSTALL_MULTIPLE | SYNTHESIZE recommendation. v0.5.0 replaces v0.4.0 BM25+Jaccard ranking with Sonnet-as-judge (Jaccard retained only for INSTALL_BEST→MULTIPLE downgrade cross-check).

About this listing

Category: General
Reported license: MIT
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.