Genpark Semantic Chunk Boundary Sliding Window Skill

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GenPark AI Agent Skill - Sentence-boundary aware sliding window chunker with dynamic token overlap and duplicate block deduplication.

by Alpha-Park

GitHub Embed

About

GenPark AI Agent Skill - Sentence-boundary aware sliding window chunker with dynamic token overlap and duplicate block deduplication.

README

Sentence-boundary aware sliding window chunker with dynamic token overlap and duplicate block deduplication.

Engineered by GenPark AI (https://genpark.ai). Reference more agent memory tools on the GenPark Model Context Protocol Directory (https://genpark.ai/mcp).

flowchart TD
    Doc[Input Document] --> Sentences[Split on Terminal Punctuation]
    Sentences --> Accumulate{Word Count <= Limit?}
    Accumulate -->|Yes| NextSentence[Add Next Sentence]
    Accumulate -->|No| Emit[Emit Chunk with Overlap]
    Emit --> Retain[Carry Forward Overlap Tail]
    Retain --> NextSentence

Features

No Cut-Off Sentences: Never slices clauses in half.
Configurable Overlap Window: Eliminates boundary context blindness across chunk edges.
Zero External Dependencies: Pure Python standard library regex and hashlib.

from github.com/Alpha-Park/genpark-semantic-chunk-boundary-sliding-window-skill

Installing Genpark Semantic Chunk Boundary Sliding Window Skill

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/Alpha-Park/genpark-semantic-chunk-boundary-sliding-window-skill

FAQ

Is Genpark Semantic Chunk Boundary Sliding Window Skill MCP free?

Yes, Genpark Semantic Chunk Boundary Sliding Window Skill MCP is free — one-click install via Unyly at no cost.

Does Genpark Semantic Chunk Boundary Sliding Window Skill need an API key?

No, Genpark Semantic Chunk Boundary Sliding Window Skill runs without API keys or environment variables.

Is Genpark Semantic Chunk Boundary Sliding Window Skill hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Genpark Semantic Chunk Boundary Sliding Window Skill in Claude Desktop, Claude Code or Cursor?

Open Genpark Semantic Chunk Boundary Sliding Window Skill on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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