competitive-research-snapshot

生成带引用与影响分析的竞争态势快照以支持决策。

做一份带引用的竞争态势快照：选出主要竞争对手、做必要性研究、生成对比矩阵并给出行动含义和证据链接。用在需要用竞争信息支撑产品决策或市场判断时，目标不是长篇报告而是决策用的摘录式快照。特点是有稳定的输出 schema、事实/推断标注和真实 URL 引用，便于后续追踪与落地。

# Competitive Research Snapshot

## Purpose

Research a company's competitive landscape using a workflow, not a one-shot answer: **search plan →
competitor selection → just-enough research → fact/inference labels → real URL citations → next-step
options.** The output is a decision-support snapshot, not a market report — and because its schema is
stable, downstream skills (battle cards, delta monitors) can consume it and diff it. Because it
proceeds on labeled assumptions when questions go unanswered, it can run as an agent task or on a
schedule; re-run it and diff against the prior snapshot.

## Input

**Works best with:** the company, product, or segment to research, and **the decision this