What an AI-Ready Document Context Pack Contains
A FileDigest job turns source files into a digest, manifest, metadata, and private downloads that can be reused in AI workflows.
An AI-ready context pack is not just a converted PDF. It is a small bundle of artifacts that a human can inspect before using it in an LLM, RAG system, or agent workflow.
FileDigest focuses on two core outputs first.
digest.md
The digest is the readable Markdown output. It gives the user a cleaner source representation that can be copied into an LLM, stored in a prompt packet, or passed to downstream indexing.
manifest.json
The manifest is the structured audit layer. It records job status, file metadata, processing outcomes, artifact types, token estimates, and storage references.
Why both are needed
Markdown is useful for humans and LLM context. The manifest is useful for software, QA, reproducibility, and billing. Together, they make document preparation less fragile than a one-off conversion script.