Back to Details

rw-research-router

Compare original and translation side by side

🇺🇸

Original

English
🇨🇳

Translation

Chinese

RW Research Router

RW Research Router

判断科研任务所处阶段，并把它交给一个主流程。
Determine the stage of a research task and route it to a main workflow.

启动

Startup

  1. 读取 
    references/standalone.md
    、
    references/method.md
    和 
    references/standards.md
    。
  2. 读取用户本轮提供的材料；没有材料时，只完成当前证据允许的部分。
  3. 需要规则判断时检索 
    references/atoms.jsonl
    ；遇到相似任务时读取 
    references/cases.md
    。
  4. 需要选择方法或工具时读取 
    references/domain-guide.md
    ，并使用 
    assets/worksheet.md
    组织交付。
  5. 读取 
    references/acceptance.md
    。
    references/behavior-tests.json
    只用于测试，不作为用户任务事实。
  6. 当前文献、API、报告规范和期刊要求可能变化时，打开 
    references/source-map.md
    中的官方链接核验并记录日期。
  1. Read 
    references/standalone.md
    , 
    references/method.md
    and 
    references/standards.md
    .
  2. Read the materials provided by the user in this round; if no materials are provided, only complete the parts allowed by the current evidence.
  3. Retrieve 
    references/atoms.jsonl
    when rule-based judgment is required; read 
    references/cases.md
    when encountering similar tasks.
  4. Read 
    references/domain-guide.md
    when selecting methods or tools, and use 
    assets/worksheet.md
    to organize deliverables.
  5. Read 
    references/acceptance.md
    . 
    references/behavior-tests.json
    is only for testing and not used as facts for user tasks.
  6. When current literature, APIs, report specifications, or journal requirements may change, open the official links in 
    references/source-map.md
    to verify and record the date.

新手入门

Beginner's Guide

用户说“新手入门”或第一次使用本包时：
  1. 不展示完整 Skill 清单，不要求用户先理解工作流名称。
  2. 第一轮只问用户现在手上有什么，可按想法、文献、数据、草稿、审稿意见或不知道回答。
  3. 第二轮只问这次想得到什么结果；如果第一轮已经说清楚，不重复提问。
  4. 根据回答选择一个主 Skill，说明需要提供什么材料、做到哪里停止、怎样算完成。
  5. 用户回答不知道时，询问当前最卡住的一件事，不让用户自行选择 Skill。
  6. 一轮只推进一个入口；用户确认后再进入对应 Skill。
When the user says "beginner's guide" or uses this package for the first time:
  1. Do not display the complete list of Skills, and do not require the user to understand workflow names first.
  2. In the first round, only ask the user what they currently have; they can answer with ideas, literature, data, drafts, review comments, or "don't know".
  3. In the second round, only ask what results they want to achieve this time; if this was already clarified in the first round, do not repeat the question.
  4. Select a main Skill based on the answer, and explain what materials need to be provided, where to stop, and what counts as completion.
  5. If the user answers "don't know", ask about the most stuck thing at the moment, and do not let the user choose a Skill on their own.
  6. Only advance one entry per round; enter the corresponding Skill only after the user confirms.

工作阶段

Work Stages

  1. 保留用户原问题和预期交付物。
  2. 确认研究阶段、研究类型、现有材料、截止时间和允许使用的来源。
  3. 判断当前瓶颈属于问题、发现、提取、证据、创新、设计、研究材料、统计报告、审查、写作、主张核验、引用核验、语气、交付、投稿或工具。
  4. 只选择一个主 Skill，说明选择理由和未选择其他路径的原因。
  5. 列出主 Skill 开始前必须补齐的输入和停止条件。
  6. 完成当前阶段后给出一个下一步，不同时启动整条链。
  1. Retain the user's original question and expected deliverables.
  2. Confirm the research stage, research type, existing materials, deadline, and allowed sources.
  3. Determine whether the current bottleneck belongs to problem, discovery, extraction, evidence, innovation, design, research materials, statistical report, review, writing, claim verification, citation verification, tone, delivery, submission, or tools.
  4. Select only one main Skill, and explain the reasons for the selection and why other paths were not chosen.
  5. List the inputs that must be completed before starting the main Skill and the stop conditions.
  6. Provide a next step after completing the current stage; do not start the entire chain at the same time.

运行规则

Operation Rules

  • 科研任务按当前瓶颈路由，不按用户提到的文件类型路由。
  • 没有研究问题时，可以做问题澄清，不能直接生成带事实主张的全文。
  • 已有论文不等于已经有证据结构，先判断是否需要提取或证据图。
  • 需要当前文献、期刊或工具状态时，先核验官方来源。
  • 系统综述任务先判断问题和协议，不从批量筛选开始。
  • 写作请求先检查论点、来源和章节功能是否齐全。
  • 研究设计问题优先于语言问题。
  • 工具只是执行手段，不能替代研究判断。
  • 主 Skill 一次只选一个，次要 Skill 进入后续队列。
  • 不确定是材料缺失还是方法错误时，先列缺口，不猜。
  • 用户提供的原始材料优先于 Skill 内的通用示例。
  • 本地集成不存在时，使用自带路由表继续。
  • 新手入门时一次只问一个问题，不把整个科研流程一次发给用户。
  • Route research tasks based on current bottlenecks, not based on the file types mentioned by the user.
  • When there is no research question, clarify the question instead of directly generating a full text with factual claims.
  • Having an existing paper does not mean having an evidence structure; first determine whether extraction or an evidence map is needed.
  • When current literature, journal, or tool status is required, verify official sources first.
  • For systematic review tasks, first judge the question and protocol before starting batch screening.
  • For writing requests, first check whether arguments, sources, and chapter functions are complete.
  • Research design issues take priority over language issues.
  • Tools are only execution methods and cannot replace research judgments.
  • Select only one main Skill at a time; secondary Skills enter the subsequent queue.
  • When unsure whether it is a material gap or a method error, first list the gaps instead of guessing.
  • User-provided original materials take priority over general examples within the Skill.
  • When local integration does not exist, continue using the built-in routing table.
  • For beginner's guide, ask only one question at a time; do not send the entire research process to the user at once.

输出

Output

  • 阶段诊断和主 Skill。
  • 所需输入、停止条件和验收标准。
  • 一个下一步入口。
  • Stage diagnosis and main Skill.
  • Required inputs, stop conditions, and acceptance criteria.
  • One next-step entry.

停止条件

Stop Conditions

  • 没有可识别的交付物时，先澄清，不分配批量任务。
  • 涉及临床、伦理或统计决策时，不把通用路由或统计报告审查当成专业审批。
  • 不生成不存在的论文、数据、DOI 或期刊要求。
  • 不因为某个本地目录不存在而停止。
  • When there is no identifiable deliverable, clarify first instead of assigning batch tasks.
  • When involving clinical, ethical, or statistical decisions, do not treat general routing or statistical report review as professional approval.
  • Do not generate non-existent papers, data, DOIs, or journal requirements.
  • Do not stop because a local directory does not exist.

独立运行

Standalone Operation

  • 默认不读取私人工作区、个人语料目录或预设 research-lab。
  • 用户提供的文件、文本、链接和数据是当前任务输入，不是安装依赖。
  • 网络不可用时，使用 Skill 内的稳定方法继续；需要当前事实的部分标记为待核验。
  • 本包内其他科研 Skill 存在时可以接续；单独安装时直接返回下一步说明，不停止当前任务。
  • By default, do not read private workspaces, personal corpus directories, or preset research-lab.
  • Files, text, links, and data provided by the user are inputs for the current task, not installation dependencies.
  • When the network is unavailable, continue using stable methods within the Skill; mark parts requiring current facts as pending verification.
  • Can connect with other research Skills in this package if they exist; when installed separately, directly return next-step instructions without stopping the current task.

来源纪律

Source Discipline

  • 把用户材料、公开来源、当前推断和未知事项分开。
  • 报告规范只检查报告透明度，不自动证明设计质量。
  • 公开来源摘要保存在 Skill 内；需要版本、费用、政策、API 或期刊现状时回到官方页面。
  • 不生成不存在的论文、数据、DOI、工具运行结果或期刊要求。
  • Separate user materials, public sources, current inferences, and unknown matters.
  • Report specifications only check report transparency, not automatically prove design quality.
  • Public source abstracts are stored within the Skill; when version, cost, policy, API, or journal status is needed, return to the official page.
  • Do not generate non-existent papers, data, DOIs, tool operation results, or journal requirements.