research¶
Research workbench skill pack covering scientific, product, planning, learning, decision, risk-procurement, and experience-event research workflows with traceable evidence chains.
| 字段 | 值 |
|---|---|
| 包名 | research-skill-pack |
| 别名 | research |
| 版本 | 0.9.0 |
| 技能数 | 54 |
| 命令数 | 0 |
| 代理数 | 0 |
| 兼容性 | opencode |
技能列表¶
adoption-recommendation— 基于风险采购证据链给出最终采用建议，区分evidence sufficiency与verdict，并定义Adopt/Control/Pilot/Defer/Reject路径、缓解措施、复审与回滚。Use when the user says...compliance-check— 对候选方案开展合规风险研究，覆盖隐私、数据驻留/跨境传输、许可证与合同条款、政策匹配与法务待确认项。Use when the user says "合规评估", "合规检查", "compliance check", "compliance...conference-adapter— 为会议/研讨会场景补充CFP截止、讲者管理、AV与直播录制、注册胸牌、赞助履约、并行议程与会后proceedings检查清单，不复制主流程。Use when the user says "会议筹备", "conference plannin...content-selection-adapter— 为内容选择场景补充偏好画像、可用性、分级限制、群体兼容、口碑聚合、实时场次票价核验与备选方案检查清单，不复制主流程。Use when the user says "内容推荐", "content selection", "看什么电影", "...decision-brief-framer— 将模糊决策请求转化为结构化决策简报，明确决策问题、备选项、决策人、约束、偏好、must-have、nice-to-have与一票否决项。Use when the user says "决策简报", "decision brief", "怎么...decision-criteria-builder— 构建带权重的决策标准与比较口径，明确must-have/nice-to-have/deal-breaker并定义评分与证据规则。Use when the user says "决策标准", "decision criteria", "评判维...decision-recommendation— 基于decision brief、criteria与comparison matrix生成最终推荐，明确生效条件、备选/回退路径、风险、试点验证与决策日志。Use when the user says "最终建议", "recommenda...event-runbook-writer— 将活动研究成果转为可执行runbook/run of show，覆盖before/during/after时间线、角色分工、检查清单、沟通升级链路、应急SOP与复盘模板。Use when the user says "活动执行手册", "e...experience-brief-framer— 定义体验或活动目标、参与者、约束、偏好与成功标准，形成可执行的活动研究简报。Use when the user says "活动策划", "event planning", "旅行规划", "trip planning", "体验设计", ...learning-goal-framer— 将模糊学习愿望转化为结构化学习目标，明确目标能力、当前基线、应用场景、时间约束、产出要求与评估标准。Use when the user says "学习目标", "learning goal", "我想学", "I want to lear...learning-path-designer— 基于学习目标与资源清单设计分阶段学习路径，定义阶段目标、资源组合、练习任务、交付物与评估检查点。Use when the user says "学习路径", "learning path", "学习路线", "roadmap", "分阶段学...learning-practice-planner— 基于学习路径设计分层练习与实操任务，构建从概念巩固到项目迁移的练习闭环。Use when the user says "练习计划", "practice plan", "实操任务", "hands-on", "动手练习", "Concept...learning-prerequisite-mapper— 为学习目标梳理前置知识与依赖关系，形成分层先修结构与补齐顺序，避免学习路径断层。Use when the user says "前置知识", "prerequisite", "先修要求", "学习依赖", "knowledge depend...learning-progress-reviewer— 对学习执行结果进行阶段化成效复盘，评估概念理解、操作能力、迁移表现与下一步纠偏方向。Use when the user says "学习进度", "learning progress", "阶段检查", "学习效果", "掌握程度", "复...learning-resource-discovery— 按学习目标发现、筛选并排序学习资源，覆盖官方文档、教材、论文、教程、课程、代码仓库、实验与基准。Use when the user says "学习资源", "learning resources", "资料推荐", "resource d...logistics-risk-planner— 规划活动物流与风险应对，覆盖交通/住宿/设备物资/许可、controllable vs uncontrollable风险、预算超支与取消应急路径。Use when the user says "后勤规划", "logistics plann...option-comparison-matrix— 基于criteria对候选方案做矩阵比较，输出评分、证据链接、deal-breaker淘汰、证据缺口与敏感性检查。Use when the user says "方案对比", "comparison matrix", "打分表", "逐项对...participant-experience-designer— 从参与者视角优化活动全流程体验，设计attendee journey触点、痛点缓解、互动机制与体验指标，覆盖Before到After阶段。Use when the user says "参与者体验", "participant experi...planning-environment-scanner— 环境扫描与外部趋势分析（PESTLE、趋势雷达、信号识别），将外部变量转化为战略研究输入。Use when the user says "环境扫描", "PESTLE", "趋势分析", "trend analysis", "externa...planning-policy-researcher— 政策与监管研究（法规版图、政策趋势、合规要求、政策影响评估），将制度约束转化为战略规划输入。Use when the user says "政策研究", "policy research", "policy analysis", "法规分析...planning-roadmap-developer— 战略路线图开发与分阶段落地设计（里程碑、依赖关系、决策门、资源节奏），整合环境、利益相关方、情景、政策与技术评估输入。Use when the user says "战略路线图", "roadmap", "strategic plannin...planning-scenario-planner— 情景规划与替代未来构建（关键不确定性、情景矩阵、稳健策略），将环境与利益相关方输入转化为战略选项。Use when the user says "情景规划", "scenario planning", "scenario analysis"...planning-stakeholder-analyst— 利益相关方分析与参与策略设计（影响力-关注度映射、关系网络、诉求识别），为规划研究建立可执行协同路径。Use when the user says "利益相关方分析", "干系人分析", "stakeholder analysis", "s...planning-technology-assessor— 技术评估与采用准备度分析（TRL成熟度、落地可行性、集成复杂度、战略匹配），将技术变量纳入规划决策。Use when the user says "技术评估", "technology assessment", "TRL", "adopti...product-competitor-analysis— 系统化执行竞品发现、功能矩阵、定位分析、SWOT与市场规模估算，提炼可执行差异化方向。Use when the user says "竞品分析", "competitor analysis", "竞品", "competitive land...product-decision-brief— 将用户研究、竞品分析与验证结果综合为go/no-go/pivot决策简报，提供可追溯结论与风险说明。Use when the user says "产品决策", "产品建议", "product decision", "go/no-go",...product-opportunity-mapper— 基于用户证据与竞争格局做问题空间映射，结合JTBD识别、评分并优先级排序产品机会。Use when the user says "机会分析", "opportunity mapping", "JTBD", "Jobs to be Done"...product-user-research— 设计并分析用户研究（访谈、问卷、可用性测试、用户画像、用户旅程图），将用户证据转化为产品决策输入。Use when the user says "用户研究", "user research", "访谈设计", "interview guid...product-validation-planner— 设计产品验证计划，围绕假设清单、最小MVP、量化成功标准与决策树，降低投入前不确定性。Use when the user says "验证计划", "validation plan", "MVP", "假设验证", "hypothesis ...research-brief-framer— 将模糊研究意图转化为结构化research brief，明确研究问题、范围边界、证据要求与验收标准。Use when the user says "研究目标", "研究问题", "research brief", "研究计划", "启动研究...research-citation-auditor— 引用审计与source verification：逐条核对claim→evidence_id→source_id链路，识别unsupported claims、引用缺口、来源失效/过时、统计口径不一致及“最新/领先/主流/最佳”证据不足。U...research-evidence-ledger— 证据账本构建与claim映射：把摘录笔记提升为正式证据，分类EXTRACTED/INFERRED/AMBIGUOUS/PROPOSED，标注confidence、矛盾与不确定性，输出claim map。Use when users ask ...research-insight-log— 研究灵感日志：记录“我突然想到”“记一下这个想法”的hypothesis/analogy/research-question/method-idea/experiment-idea等，绑定触发来源(source_ids/note_ids/c...research-literature-access— 文献全文合法获取与访问审计：处理付费墙、版本差异（published/accepted/preprint/tech report）、全文缺失与授权访问确认，优先free-first并记录access-attempts。Use when us...research-note-capture— 阅读摘录与证据笔记捕获：从PDF/DOC/网页提取关键原文，记录出处位置(page/section/paragraph)、paraphrase与why_it_matters，支持“先摘录不要总结”“读文献摘重点”。Use when user...research-quality-reviewer— 研究报告独立质审：检查证据覆盖、引用完整性、逻辑链、反面证据、方法匹配、可执行建议、风险披露与AI腔（AI slop），给出发布前评级。Use when users ask “报告审查/quality review/发布前检查/check ...research-report-writer— 基于research brief、evidence ledger与synthesis写正式研究报告/执行摘要，支持科学研究、产品研究、规划研究、白皮书与提案，确保每个claim可追溯evidence_id并披露方法与局限。Use when ...research-router— 研究入口与任务路由器。根据用户请求判断研究类型（科学研究、产品研究、规划研究、学习研究、决策研究、风险采购研究、活动体验研究）、复杂度并推荐合适的研究skill链路。Use when the user says "研究", "帮我研究", ...research-source-discovery— 研究资料发现与来源登记：查找论文、官方文档、竞品材料、政策文件、行业报告、数据集与用户反馈，建立/维护source index并记录search strategy，按authority/relevance/freshness/verifia...research-synthesis— 研究综合分析：将evidence ledger转为主题聚类、对比矩阵、缺口分析、矛盾分析与置信度分级，形成key findings与recommendation options。Use when users ask “综合分析/证据整合/对...risk-research-brief— 明确评估对象、采用场景、风险边界与决策要求，形成可执行的风险采购研究简报。Use when the user says "风险评估", "risk assessment", "工具评估", "tool evaluation", "供应商评估...schedule-itinerary-planner— 基于activity brief与场地研究设计可执行日程/行程，平衡活动密度、转场缓冲、休息餐食与A/B备选方案。Use when the user says "行程安排", "行程规划", "itinerary", "itinerary ...scientific-experiment-planner— 科学实验设计与验证规划：围绕可检验假设、变量、baseline、ablation、评价指标、统计检验与复现要求生成experiment plan，回答“如何评估贡献”。Use when users ask “实验设计/experiment ...scientific-gap-finder— 基于文献矩阵做research gap分析：识别真实gap vs 伪gap，绑定支撑与反例论文，评估novelty与可验证性，并产出贡献方向(contribution options)。Use when users ask “找gap/研究...scientific-literature-review— 科学文献综述与systematic review：围绕RQ执行检索策略、纳入排除筛选、全文复核、文献矩阵构建与方法比较，输出研究现状、related work脉络、争议点与研究空白。Use when users ask “文献综述/lite...scientific-methodology-designer— 科学方法设计：把研究想法落成可证伪research design，定义研究对象、核心假设、I/O、差异化、验证路径与validity threats，明确可声称与不可声称边界。Use when users ask “方法设计/methodo...scientific-paper-writer— 科研论文写作与骨架生成：基于research brief、evidence ledger、synthesis和实验结果产出paper outline与paper draft，强化contribution framing、related wo...scientific-review-rebuttal— 论文投稿前自查与审稿回复(rebuttal)：执行novelty/soundness/evaluation/presentation/reproducibility/ethics六维检查，分类reviewer comments并生成poin...security-risk-review— 对候选方案执行安全风险评审，覆盖数据暴露、访问控制、密钥管理、供应链、执行越权、prompt injection与审计响应能力。Use when the user says "安全评审", "security risk review", "...tco-operational-risk— 评估候选方案的TCO与运维风险，覆盖直接/隐性成本、买建混合路径、锁定风险、退出可行性与情景敏感因子。Use when the user says "TCO", "TCO评估", "total cost of ownership", "总拥...training-event-adapter— 为培训与工作坊场景补充学习目标映射、学员前置条件、实验环境、讲师材料、考核认证、出勤追踪与反馈闭环检查清单，不复制主流程。Use when the user says "培训安排", "training workshop", "课程交付",...travel-adapter— 为旅行场景补充目的地类型、签证入境、天气季节、本地交通、货币语言、健康保险与跨城/跨国核验清单，不复制主流程。Use when the user says "旅行规划", "trip planning", "旅游攻略", "travel i...vendor-source-diligence— 对供应商、开源项目与数据来源做尽调，评估身份与治理、SLA与支持、许可证兼容、bus factor、锁定与退出条件。Use when the user says "供应商尽调", "vendor due diligence", "sourc...venue-destination-research— 研究并评估城市/酒店/会场/景点候选，覆盖可达性、容量、成本、设施、安全、天气与法规许可，输出推荐/备选/淘汰清单。Use when the user says "场地调研", "venue research", "目的地选择", "des...