LLM Context Pack Generator

Generate Markdown digests and manifest.json files from document bundles for repeatable LLM, RAG, research, and consulting workflows.


FileDigest turns a messy document bundle into an LLM context pack: one readable Markdown digest plus a structured manifest that explains what was processed.

What is in a context pack

  • digest.md: the human-readable Markdown output
  • manifest.json: file names, sizes, page counts, token estimates, warnings, and artifact metadata
  • downloadable artifacts owned by the signed-in user

Why not just upload files

Uploading files directly to an AI tool can hide the preparation layer. A context pack lets you inspect the extracted text, compare versions, reuse the same packet across tools, and keep downstream prompts smaller and clearer.

Common use cases

  • prepare PDFs for ChatGPT or Claude
  • normalize research papers before literature review
  • create document packets for RAG ingestion
  • prepare client files for consulting analysis
  • review warnings before expensive AI processing

Try the output shape

See FileDigest examples for a sample digest.md and manifest.json.