StochStack

prototype 08

Agent Orchestration 路由台

自然语言请求会路由到 10 个 HighScore initiatives 之一;无法命中则进入 backlog,作为未来 intake 依据。

用自然语言描述你的问题

Skill 工作流

Submit one request to generate orchestration workflow.

Backlog 收集

Routed: 0

Backlog: 0

No backlog entries yet.

Initiative Skill 包

initiative-01-portfolio-mgmt

Clinical operation portfolio management

Manage milestones, budget, and resources across studies with proactive risk signals.

aliases: clinical operations portfolio management · trial milestones · budget planning · resource allocation

initiative-02-trial-simulator

Clinical trial simulator capability

Run trial simulation and digital twin scenarios before operational commitment.

aliases: clinical trial simulation · digital twin trial

initiative-03-site-startup

Optimized site startup capability

Accelerate site startup and activation through bottleneck-aware workflows.

aliases: site startup · site activation

initiative-04-footprint-selection

Data-driven trial footprint and site selection capability

Optimize footprint and site mix using data-backed feasibility and geographic strategy.

aliases: site selection · trial footprint

initiative-05-partner-of-choice

Differentiated global Partner-of-Choice model

Build strategic CRO partnerships with transparent performance and governance model.

aliases: partner-of-choice · strategic CRO partnership

initiative-06-submission-closeout

Submission and close-out acceleration capability

Shorten regulatory submission and study close-out cycle with coordinated operations.

aliases: regulatory submission acceleration · study close-out

initiative-07-rbqm

Holistic analytics/AI-enabled and risk-based trial data quality management

Deploy RBQM with AI signals to improve data quality and reduce monitoring waste.

aliases: risk-based quality management · RBQM

initiative-08-delivery-sourcing

Simplified clinical delivery and sourcing model to optimize costs

Optimize costs through delivery model redesign and sourcing strategy.

aliases: clinical outsourcing model · functional service provider

initiative-09-data-tech-foundation

Integrated, scalable data and tech foundation

Build interoperable clinical systems and unified data platform for scale.

aliases: clinical data platform · interoperable clinical systems

initiative-10-ai-authoring

AI tools for end-to-end automation (first step: authoring)

Automate medical writing and downstream document workflows with AI.

aliases: medical writing automation · AI authoring

update log

Prototype Change Log

  1. 2026-03-01 · v0.2.0

    新增结构化 Skill Pack 规范

    • - 为每个 initiative 新增输入 schema,提升 intake 质量一致性。
    • - 新增工具清单、审批 gate、输出模板(邮件/报告/Jira)。
    • - 扩展路由返回结构,命中后直接返回 skill pack 详情。
  2. 2026-03-01 · v0.1.0

    Agent 编排原型首版

    • - 新增面向 10 个 HighScore initiatives 的自然语言路由。
    • - 新增命中 initiative 后的 skill 执行工作流输出。
    • - 新增未命中请求的 backlog 入库。