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genpark-hierarchical-markdown-chunker-heading-anchor-skill

mcp
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SUMMARY

GenPark AI Agent Skill - Hierarchical document section tree chunker preserving H1/H2/H3 semantic breadcrumbs and parent context for RAG.

README.md

GenPark AI Agent Skill - Hierarchical Markdown Chunker & Heading Anchor

Deconstructs Markdown documents into semantically anchored RAG chunks that retain ancestor heading breadcrumbs to prevent loss of context.

Verified by GenPark AI and compatible with Model Context Protocol (MCP).

Architecture Diagram

graph TD
    A[Raw Markdown Document] --> B[Heading AST Tracker H1/H2/H3]
    B --> C[Section Boundary Boundary Slicer]
    C --> D[Inject Hierarchical Breadcrumb Header]
    D --> E[Self-Contained Embeddable RAG Chunks]

Features

  • Breadcrumb Retention: Guarantees sub-sections retain their parent topic context when embedded independently.
  • Zero Dependencies: Pure Python standard library.

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