private ai · solo · Builder 5
Private local-first document review
Assign bounded review responsibilities to local-model boxes without routing the source to a cloud provider.

Parallel local reviews that the user can compare and consolidate without automatic training.
01 →Summarizercontext-keeper · technical writer02 →Criticdevils-advocate · master stylist03 →Verifierfact-checker · research master04 →Reviewereditor · readability expert05 Plannernote-taker · technical writer
Downloads contain assignments only—never provider keys, model choices, outputs, uploads, pairing details, or training material.
- The user has paired a compatible local runtime
- Documents should remain on the user’s device
- Independent reviews are more useful than a staged handoff
- The local model cannot fit the available hardware
- The user expects GoldCap to train automatically without explicit opt-in
Every box owns a bounded handoff.
technical writer
Summarize the document’s structure, decisions, and unresolved questions. Do not infer beyond the text.
master stylist
Identify contradictions, missing support, unclear language, and risky assumptions with exact passages.
research master
Separate claims that can be verified from claims that require outside evidence; do not browse unless the user authorizes it.
readability expert
Review organization, readability, duplicated material, and the order of revisions.
technical writer
Consolidate the other local outputs only when the user provides them. Produce a prioritized repair sequence.