Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2610.28929.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Technical report on Scriptorium, a digital library search platform enabling multi-human, multi-AI collaboration via a Manager-Worker architecture of seven role-specialized generative agents with full cross-user transparency. Includes verbatim agent prompts, deterministic guardrails, data model, and reproducible setup steps.

It publishes the full implementation surface of a seven-agent collaborative system, including prompts and guardrails, so practitioners can inspect and reuse the architecture rather than read another abstract sketch.

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