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competitive-analysis

Skill0 starsChanged 4 months agoMITView on GitHub

Use when conducting structured competitor or alternative solution research with standardized comparison frameworks. Trigger when user says "competitor analysis", "compare X to Y", "alternative solutions", "market comparison", "vs competitor", "替代方案对比", "竞品分析", or when user needs a formal comparison matrix with defined criteria. This is a specialized variant of research-spikes — use research-spikes for general exploration, use this skill when a structured comparison is the primary output.

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SKILL.md

Competitive Analysis

用于结构化竞品和替代方案对比研究。

When to Use

  • 需要系统化对比多个竞品或替代方案
  • 需要建立标准对比维度和评分体系
  • 选型决策前需要结构化证据
  • 用户明确要求"竞品分析报告"

Input

来源内容
用户消息竞品列表、对比维度、选型优先级
当前项目项目需求、约束条件、成功标准（用于定义对比维度）

Output Schema

文件类型说明
wiki/02-research/market-notes.md市场笔记竞品对比矩阵、评分表

Minimum Viable Output

  • 含 ≥3 个竞品或替代方案
  • 含 ≥4 个对比维度
  • 含每个方案在各维度的定性评估

Complete Output

  • 完整的对比矩阵（定量 + 定性）
  • 每个维度含权重和评分理由
  • 含推荐方案和适用场景
  • 含风险和限制
  • 含参考资料来源

Dependencies

类型说明
前置overview-framing（了解项目定位，用于定义对比维度）
后置architecture-decisions（竞品分析结论输入架构选型）
并行research-spikes（共享调研方法）
依赖读取vision.md（项目定位）、requirements.md（成功标准）

Procedure

  1. 确认对比范围和竞品列表
  2. 定义对比维度（基于项目成功标准和约束）
  3. 收集每个方案在各维度的信息
  4. 填写对比矩阵
  5. 加权评分（如适用）
  6. 给出推荐和适用场景
  7. 标注信息来源和置信度
  8. 增量写入：如果 market-notes.md 已存在（由 research-spikes 等创建），读取现有内容，在末尾追加 ## 结构化对比 section，不覆盖已有笔记

与 research-spikes 的区别

Skill关注点输出形式
research-spikes调研和验证，可以是任意方向Spike 记录、研究笔记
competitive-analysis结构化对比，标准化矩阵对比矩阵、评分表

当用户明确要求"对比 A 和 B"或"竞品分析"时，使用本 skill。当用户要求"验证 X 技术可行性"时，使用 research-spikes。

Target Pages

  • <项目根目录>/wiki/02-research/market-notes.md（主，与 research-spikes 共享）

与 research-spikes 共享 market-notes.md 的协调规则

规则说明
增量写入所有 skill 都增量追加到 market-notes.md，不覆盖已有内容
章节标识competitive-analysis 写入以 ## 结构化对比 为标题的 section
research-spikes以 ## 竞品笔记 或 ## 调研发现 为标题的 section
冲突处理如发现内容矛盾，标注 ⚠️ 待确认：与 xxx 的结论存在冲突，不直接覆盖

Changelog

日期变更原因
2026-04-26新建 skill填补 skill 集合中的结构化竞品分析空白，与 research-spikes 形成互补

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