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Kimi-K3
Kimi K3 is an open-weight, 2.8T-parameter native multimodal agentic model with a 1M-token context window, designed for frontier coding, knowledge work, and reasoning tasks.
ai-product-competitive-analysis-skill
A Codex skill that automatically researches AI products, SaaS, apps, and web tools to produce structured competitive analysis reports, comparison matrices, and PRD-ready opportunity insights.
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Last updated
2026-07-04
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FR-AI / ANALYSISWhy it is worth attention
It transforms a simple product or market query into a comprehensive, source-cited competitive analysis package that directly feeds into product decision-making, PRD writing, and team presentations.
Who it is for
- AI product managers
- Product teams conducting competitor research
- Entrepreneurs evaluating market opportunities
- Business analysts creating competitive intelligence reports
Use cases
- Quickly generate a competitive landscape report for a given product category (e.g., AI outfit assistant).
- Deep-dive into a single competitor's features, pricing, and AI capabilities from its URL or name.
- Prepare a PRD-ready list of actionable opportunity points based on competitor analysis.
- Create a comparison matrix of 5–8 products in a vertical for internal decision-making.
Strengths
- Automatically supplements missing competitors and collects data from official sources (website, pricing, docs, changelogs).
- Explicitly separates facts from inferences and cites sources for key claims.
- Covers business models, AI capabilities (models, RAG, agents, trust mechanisms), and growth channels.
- Output is structured and directly usable in PRDs, slide decks, or Notion/Flybook tables.
Considerations
- Requires Codex (an AI coding platform) and manual installation into the skills directory.
- Best suited for AI product/SaaS analysis; less tested for non-digital or heavily regulated industries.
- Dependence on real-time web search means quality may vary if official sources are unavailable or behind paywalls.
README quick start
安装
Description
Codex skill: AI 产品竞品调研、拆解、矩阵分析与 PRD 机会点输出
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