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nyantused-cpun edited this page Aug 15, 2026 · 1 revision

Welcome to the folio wiki! Folio(兰亭)— a document-generation engine for consultants, built natively for DSH.

Folio turns client materials into deliverable consulting documents through a five-stage pipeline: intake (archive, parse, chunk, index), chronicle (per-client memory with decision records and knowledge graphs), craft (swappable methodology packs), press (HTML / PPTX / DOCX / quote generated from one source of truth), and proof (mechanical gates, independent review, citation audit).

It ships as a native DeepSeek Harness plugin stack: 15 first-party tools (folio_*) with schema-validated parameters, a session-protocol event plugin (auto session-start reminders, auto-save on session close), an L0 guard plugin that blocks direct writes to deliverable paths and non-CLI Python calls, and a custom agent preset ("兰亭 mode") with a swappable persona. The engine kernel stays host-agnostic — the same CLI works in Trae and Kimi — while the DSH layer is pure official extension points, zero forks.

Methodology is replaceable without touching code: Folio Packs (light / standard / deep) are YAML + SKILL.md, so switching domains means swapping a pack, not rewriting the engine. Zero API keys to start under DSH — reading images, web search, and independent review ride the host's native capabilities (LLM_MODE=host).

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