Claude Skills · Data & Analytics
Chunking Strategy Optimizer
imtiazrayhan/agentscamp-libraryFind the chunking strategy and size that maximizes retrieval quality for a specific corpus, by sweeping configurations against a fixed eval set instead of guessing. Use when RAG answers miss obvious content, when standing up a new corpus, or when picking chunk size/overlap.
At a glance
This skill is for Data & Analytics and helps you optimize chunk size for rag systems, evaluate retrieval quality across configurations, and configure chunking strategy for corpus.
git clone --depth 1 https://github.com/imtiazrayhan/agentscamp-library
cp -r agentscamp-library/skills/chunking-strategy-optimizer ~/.claude/skills/chunking-strategy-optimizer
Setup, runtime and requirements describe imtiazrayhan/agentscamp-library, the repo this skill ships in.
ragRetrievalchunkingvector-searchevaluationoptimization
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