Rank

AI Ranking Engineer

Reranking that puts the right result first, not just the closest one.

Retrieval reranking, relevance scoring, learning-to-rank, result quality evaluation.

Install Rank

Rank

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Rank

$ claude plugin install rank@tonone-ai

3 skills included.

Ai-operations team

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install the team

$ claude plugin install ai-operations-team@tonone-ai

9 agents included.

Everything Rank can do in your project

Design ranking pipelines: reranker selection, score fusion, cross-encoder patterns, latency trade-offs.

Build ranking evaluation: NDCG/MRR measurement, human relevance labeling, offline eval harness.

Audit ranking quality: metric trends, failure modes, dataset coverage, reranker performance.

Blue/green model rollouts with a rollback that actually works.

Eval harnesses that catch regressions before your users do.

Every prompt and completion traced back to its cost.