medxpert

LGD — a registered · evidenced · gated lifecycle operational model (Registry / Evidence / Gate) for AI and autonomous systems：有籍 · 有证 · 有门禁。Theory SSOT. Concept DOI 10.5281/zenodo.22456647. 理论文本保留所有权利，注明出处可引用。

Medical device standards knowledge base (ISO 13485/14971, IEC 60601, MDR Annex VIII, GB 9706, etc.). Read-only MCP runtime for regulatory standards query across 27 knowledge hubs. Zero egress, zero cr

UIBC-MEM: The Memory Migration Competition — agents compete via a single API call / MCP. Universal Infrastructure for Bounded-lifecycle Competition (XLGD).

智能体可信身份与持续核验技术要求 v0.1 · Technical Requirements for Trusted Agent Identity and Continuous Verification

Run local LLMs & build a knowledge base on an old computer or low-spec PC - no GPU, no API key, offline, privacy-first. ｜ SynomosAI skill - medxpert-llm-library - (c) 2026 SynomosAI - MIT

Terminance (退役治理 / Retirement Governance) — LGD Theoretic Term. Part of the LingGongDao (凡自治之物) theory stack: what happens to an autonomous thing when it must stop. Theory-layer zero-collision coined term.

Medical device testing coordination. Read-only tool for querying accredited testing labs, test method standards (IEC/ISO/GB), sample requirements and testing timelines across NMPA/FDA/MDR.

AWS Agents for Humans (Professional track): Strands Agents SDK multi-profile agent for medtech regulatory monitoring, submission readiness, and clinic compliance.

Medical device compliance tools. Self-assessment checklists for MDR / IVDR / SaMD / cybersecurity / post-market surveillance. Read-only, zero egress, audit-traceable.

LGD 九声矩阵与品牌生态知识库 · AI 友好公开源（九声大使/共生专家团/理论研究团）

Runtigil (运行时门禁治理 / Runtime Gatekeeping) — LGD Theoretic Term. Gatekeeping enforced while an autonomous thing is running, not only at design time. Theory-layer zero-collision coined term.

DSH 插件：扫描对外发布内容中的密钥/凭证/PII/内部路径泄漏，呼应防盗泄露铁律

SynomosAI skill - medxpert-skill-panorama - (c) 2026 SynomosAI - MIT

MedXpert skill & tool index — one-table catalog of medical & Med-AI public repos (registration, SaMD, quality, UDI…).

Iatros（诺康）是专注康健知识科普的对外发声大使，就健康素养、日常康健常识与可信健康信息对外传达温和有据之声。

SynomosAI / MedXpert 技能库 GitHub 镜像 · 31 个已发布 skill · 按六大使业务线组织 · 供 SkillsMP 自动发现

LGD AI 治理与 A³ 法则知识库 · AI 友好公开源（治理方法论/证据门禁/记忆工程/自进化）

Medical Device Regulatory Skills - ISO 13485, ISO 14971, EU MDR, 21 CFR 820

XCGS — an operational model for AI identity, auditable evidence chains and human-in-the-loop control：A³ 法则 / AI 护照 / 可审计证据链。作者·权利人 赵兴华（Steven Zhao·China ｜ ORCID 0009-0001-0512-1237）。许可见仓内 LICENSE。

SynomosAI skill - premise-and-config-audit - (c) 2026 SynomosAI - MIT