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Context Forge Research Square Package

This package prepares a Research Square-oriented method article grounded in the context-forge repository.

Proposed Title

Context Forge: A Lightweight Method for Diversity-Aware Context Packing and Prompt-Injection-Aware Retrieval

Why This Fits Research Square Better

Research Square accepts method articles and data-oriented technical submissions. This package therefore frames context-forge as a concrete method paper with validation through repository tests and controlled examples rather than a broad opinion piece about prompting.

Repository Basis

  • Source repo: context-forge
  • Package surface: JavaScript library plus CLI
  • Evidence in repo:
    • document chunking
    • relevance scoring
    • diversity-aware ranking
    • edge-pin ordering
    • prompt injection and secret-like pattern scanning
    • unit tests for selection, risk detection, and heading preservation

Files

  • paper.md - full manuscript draft
  • abstract.txt - platform-ready abstract
  • keywords.txt - suggested keywords
  • author-bio.txt - short author biography
  • cover-note.txt - platform note
  • paper.bib - lightweight bibliography
  • submission-metadata.json - structured metadata
  • assets/workflow-figure.svg - figure asset

Suggested Platform Notes

  • Primary platform target: Research Square
  • Preferred article type: Method Article
  • Keep the claims tied to implemented functions and test coverage

About

Preprint paper package — Context Forge: A Lightweight Method for Diversity-Aware Context Packing and Prompt-Injection-Aware Retrieval (Research Square pending)

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