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Docs & Writingarclabs561/rank-refine
@arclabs561/rank-refine
SIMD-accelerated MaxSim (ColBERT/ColPali), cosine similarity, diversity (MMR/DPP), token alignment/highlighting for vector search and RAG. Supports text and multimodal late interaction.
Suggested install command
npx skills add arclabs561/rank-refine/@arclabs561/rank-refineAlways inspect the linked repository and skill instructions before running commands. Skills are instructions; permissions and execution still matter.
Compatibility
Agent support matrix
3 supported
| Agent | Status |
|---|---|
| Claude Code | Supported |
| OpenCode | Not listed |
| Cursor | Supported |
| MCP | Not listed |
| GitHub Copilot | Not listed |
| Windsurf |