메뉴
当需要执行完整的需求分析流程时使用。需求洞察指挥官，调度insight-analysis完成JTBD、需求分层、5Whys、KANO分类和优先级评分。关键词：需求分析流程、需求洞察编排、需求优先级全流程、JTBD、5Whys、KANO、优先级评分、分析需求、挖掘需求、用户需求、需求排序。本编排器为透传编排器，仅调度1个子Skill(insight-analysis)，上层编排器也可直接调用insight-analysis。
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when managing Sprint cycles or tracking agile execution. Agile execution commander orchestrating agile-sprint-planning, agile-daily-sync, and agile-review sub-skills. agile-review has merged retrospective-auto auto-retrospective capabilities. Keywords: agile execution, Sprint planning, daily standup, Sprint review, agile management, Sprint retrospective, iteration retrospective, agile development, retrospective report, auto-retrospective.
Use when planning a Sprint. Sprint Planning automation, transforming Product Backlog into Sprint Backlog, including Sprint Goal suggestions, Story auto-selection, workload estimation, and capacity matching validation, outputting a complete Sprint plan. Keywords: Sprint planning, Sprint plan, iteration planning, Story selection, capacity matching, scheduling, what to do this iteration.
Use when you need to consolidate competitor tracking data into a complete, deliverable monitoring report. Competitor Dynamic Monitoring Report auto-generation, including competitor dynamics summary, feature change tracking, market strategy changes, threat assessment, and response recommendations. Keywords: competitor monitoring report, competitor dynamics, feature tracking, threat assessment, competitor response, competitor report, what are competitors doing.
Use when you need to track competitor dynamics and develop response strategies. Competitor Dynamic Tracking & Response, monitors competitor feature changes, evaluates dynamic changes in own advantages, generates response strategies, and tracks effectiveness. Keywords: competitor tracking, competitor analysis, competitor monitoring, feature changes, competitive analysis, competitor changes, competitor dynamics, competitor changed, competitor made a move.
Use when you need to diagnose product health. Automated product health diagnosis that collects multi-dimensional data and performs comprehensive scoring, trend prediction, and bottleneck identification, outputting a health report. Keywords: health score, product diagnosis, multi-dimensional scoring, health check, product health, health rating, product checkup, status check.
Use when planning iteration cycles or adjusting product priorities. Iteration decision commander orchestrating iteration-backlog-grooming and iteration-retrospective sub-skills. Keywords: iteration decision, Backlog optimization, priority adjustment, iteration retrospective, iteration planning, requirement restructuring, RICE scoring, iteration management. This orchestrator dispatches 2 sub-skills: Backlog grooming (no cross-module dependencies) and iteration retrospective (depends on pm-08 output).
| name | insight-orchestrator |
| description | 当需要执行完整的需求分析流程时使用。需求洞察指挥官，调度insight-analysis完成JTBD、需求分层、5Whys、KANO分类和优先级评分。关键词：需求分析流程、需求洞察编排、需求优先级全流程、JTBD、5Whys、KANO、优先级评分、分析需求、挖掘需求、用户需求、需求排序。本编排器为透传编排器，仅调度1个子Skill(insight-analysis)，上层编排器也可直接调用insight-analysis。 |
| metadata | {"module":"产品探索与发现","sub-module":"需求洞察","type":"orchestrator","version":"9.0","domain_tags":["通用"],"trigger_examples":["帮我分析一下用户需求","需求太多了，帮我排个优先级","用KANO模型分析一下需求","挖掘一下用户的深层需求"]} |
本编排器当前 Pipeline 仅包含 1 个子 Skill（insight-analysis），属于合并简化后的退化编排器。保留本编排器的理由：
若未来该子模块需要扩展为多阶段 Pipeline，本编排器可直接增加阶段，无需修改上层编排器的调用方式。
遵循 orchestrator-protocol.md 编排协议。
本编排器为透传编排器，职责是提供统一入口、阶段总结和异常处理。上层编排器（如product-launch-orchestrator）可直接调用insight-analysis子Skill，无需经过本编排器。
pipeline: insight-orchestrator
version: 9.0
post_pipeline:
- action: stage-summary
output: output/phase-reports/pm-discovery/insight-orchestrator.md
stages:
- id: phase-1
name: "需求洞察分析"
skills: [insight-analysis]
gate:
condition: "insight-analysis输出文件已生成"
fail_action: "按子Skill失败原因处理，必要时升级人类"
Skill: insight-analysis
输入:
voice_analysis: output/pm-discovery/user-research-voice-analysis/voice-analysis.json
behavior_analysis: output/pm-discovery/user-research-behavior-analysis/behavior-analysis.json
requirements: 用户提供 或 output/pm-discovery/user-research-voice-analysis/voice-analysis.json（可选）
输出: output/pm-discovery/insight-analysis/insight-analysis.json
验证:
- 输出文件已生成且内容完整
模式: 🤖→👤（优先级权重需人类确认）
所有子Skill执行完成后，必须生成阶段总结文档，写入 output/phase-reports/pm-discovery/insight-orchestrator.md，包含以下6项结构（均不可为空）：
| 参数 | 值 |
|---|---|
| 子Skill输出路径 | output/pm-discovery/insight-analysis/ |
| 总结输出路径 | output/phase-reports/pm-discovery/insight-orchestrator.md |
| 审批记录路径 | output/approvals/{orchestrator-name}/{stage-id}.approval.json |
下游衔接: primary: opportunity-orchestrator（洞察分析完成，将洞察转化为可执行的机会） alternatives: - target: market-orchestrator reason: 洞察结论缺乏市场数据验证，需补充市场分析 condition: 洞察中市场数据引用率<30%或关键假设缺乏市场验证时 - target: user-research-orchestrator reason: 洞察深度不足，需更多用户研究支撑 condition: 洞察样本量不足或用户画像不清晰时 special_cases: - target: insight-analysis reason: 仅需补充特定维度的需求洞察，无需完整编排流 condition: 已有洞察基础，仅需增量更新时
| 卡口 | 条件 | 未通过处理 |
|---|---|---|
| 输出文件已生成 | insight-analysis.json 已生成 | 按子Skill失败原因处理，必要时升级人类 |
| 阶段总结已生成 | output/phase-reports/pm-discovery/insight-orchestrator.md 已生成且6项结构均非空 | 补充缺失结构项后重新生成 |
| 决策点 | 触发条件 | 决策内容 |
|---|---|---|
| KANO边界判定 | insight-analysis KANO分类完成 | 确认边界情况的分类归属 |
| 优先级权重确认 | insight-analysis 优先级评分完成 | 确认评分权重和最终优先级排序 |
| 异常类型 | 处理策略 |
|---|---|
| 子Skill执行失败 | 按子Skill内部降级策略处理，编排器层面暂停并上报人类 |
| 上游数据全部缺失 | 降级为轻量版流程：用户口述需求 → 调用insight-analysis拆解 → 基于描述评分 |
| 阶段总结生成失败 | 基于已完成的子Skill输出生成部分总结，缺失项标注"数据缺失"，不阻塞编排完成 |