Plugins

Registration agency matching plugin — recommends data exchange/registration agency based on data type.

Zhejiang provincial government data inspection config pack with runtime config loading and validation.

Research data provenance auditor: audits lineage integrity, reproducibility and FAIR principles compliance, outputs provenance audit reports for research integrity and open science.

Geospatial data quality inspector: checks elevation accuracy, topology consistency and coordinate system compliance, outputs weighted quality scoring reports per GB/T 24356-2023.

Registration document generation plugin - generates the three registration materials: data description, source legality statement, and ownership explanation (three-rights separation).

Financial AML compliance checker: detects large/suspicious transaction thresholds, exemptions and timeliness, outputs auditable AML compliance reports across banking, insurance and securities.

Data quality scoring plugin — multi-dimensional scoring (completeness/accuracy/consistency/timeliness).

Data inventory plugin — directory scan + value assessment + classification annotation.

Exposes a running DeepSeek Harness as an MCP server over Streamable HTTP or a bundled stdio bridge, so an external agent can create workspaces and sessions, prompt, fork, rename and switch the model on them, read and write files, run foreground and background shell commands, call the instance's own agent tools by name, and read per-turn and cumulative token usage with a cost receipt when a price plugin is installed.

飞牛文件与目录桥：选目录/选文件进对话、文件树与交付卡片操作、目录权限体检、诊断与中英文界面。fnOS picker, composer/file-tree/deliverable bridge, workspace access checks, diagnostics, and i18n for DeepSeekRuntime.

Data packaging plugin for product manual generation and compliance attachments.

Data-circulation assessor: scores how readily a dataset can circulate, covering trusted-data-space access readiness and transaction-compliance pre-checks, with improvement recommendations.

Data asset valuation plugin with cost-based (replacement cost) and income-based valuation.

Data asset registration helper: runs a disallowed-scenario and ownership-dispute pre-check, matches a registration agency by data type and region, and returns a registration checklist with the triple-audit standard and seven-step flow.

Data asset inventory scan plugin — deep metadata scan + triple-condition check, outputs asset catalog.

Data asset compliance check plugin — checks source compliance, processing compliance, usage compliance.

Data asset attestation plugin that generates certification-level data quality reports with evidence chains.

Construction data asset inventory plugin — inventories BIM/IFC classification, asset encoding, outputs asset catalog.

City data AI classification plugin — auto-recommends data classification based on GB/T 47949, supports structured/semi-structured/unstructured data.

MemWeave (dsh-mem-weave) weaves memory into persona: layered memory and a persona editor in one DeepSeek Harness plugin, with a bounded per-turn injection budget, decay and consolidation, a candidate and conflict review queue, 24-hour undo, and calendar reminders, all stored in a local SQLite file.

Telegram bridge for DeepSeek Harness: forwards agent questions (with inline buttons), tool approval requests, turn summaries and subagent messages to a Telegram bot, and takes the answer from Telegram or the DSH Web UI, whichever comes first. Ships a loopback control panel; host-only, no client UI.

Government data inspector covering completeness, accuracy and timeliness metrics.

Data visualization plugin that generates self-contained HTML reports with five chart types (bar/comparison/pie/radar/flowchart) and two-column layout.

Data sensitivity classification plugin that auto-identifies sensitive fields and classifies them into high/medium/low/public levels.