# Shenyan

We introduce a new multi-agent architecture (multi-lead multi-invite). Users no longer manually pick modes, @ a feature, or memorize commands, and extensibility jumps. The flow is extremely simple: create or open a folder, then send one message. The system wakes a lead expert and related experts who use a decentralized discussion mechanism inside the APP to collaborate and finally return a feedback report. For beginners, Shenyan is friendlier. We keep expanding preset experts—lead, architect, quality, PTY, docs, slides (not yet pushed to users), sheets, and computer-control (not yet pushed)—each specially optimized with a matched tool set. Shenyan performs better on general office and creative tasks. Thanks to the architecture it is highly general: most tasks need zero config to start; unsupported features are only a matter of time. Conservatively, Shenyan stays performant with 100-200 preset experts; beyond that, plugins may be needed for more professional expansion. It also brings multi-agent analysis into engineering: for developers and other pros, Shenyan greatly improves ultra-complex projects and very long tasks.

We introduce a new multi-agent architecture (multi-lead multi-invite). Users no longer manually pick modes, @ a feature, or memorize commands, and extensibility jumps. The flow is extremely simple: create or open a folder, then send one message. The system wakes a lead expert and related experts who use a decentralized discussion mechanism inside the APP to collaborate and finally return a feedback report. For beginners, Shenyan is friendlier. We keep expanding preset experts—lead, architect, quality, PTY, docs, slides (not yet pushed to users), sheets, and computer-control (not yet pushed)—each specially optimized with a matched tool set. Shenyan performs better on general office and creative tasks. Thanks to the architecture it is highly general: most tasks need zero config to start; unsupported features are only a matter of time. Conservatively, Shenyan stays performant with 100-200 preset experts; beyond that, plugins may be needed for more professional expansion. It also brings multi-agent analysis into engineering: for developers and other pros, Shenyan greatly improves ultra-complex projects and very long tasks.

Canonical: https://uniquebase.ai/products/UB-D6658
Stable identifier: UB-D6658
Snapshot captured: 2026-11-03T00:49:00.488Z
English updated: 2026-11-03T00:56:43.671Z

## Connected profiles

- [Shenyan](/companies/UB-C12269)

## Sources

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