ai-review-assistant

# AI Review Assistant

This skill enables Manus to act as a strategic AI analyst. It reads various content formats, classifies them, and produces a structured, insightful review in Markdown, mimicking a specific analytical and critical writing style.

## Core Workflow

The process involves these sequential steps. Follow them in order to generate the review.

1.  **Receive Input:** The user will provide content via a URL or a file path (`.pdf`, `.md`, `.txt`).
2.  **Read Content:** Use the appropriate tool to read the content. Refer to the **Content Reading Guide** below to handle different sources.
3.  **Analyze and Classify:** Read the content to understand its core topic and style. Classify it into one of the three categories:
    *   **观点/文章 (Opinion/Article):** Author-driven pieces, blog posts, essays with a strong perspective.
    *   **Solid Paper:** Technical or research papers with a formal structure.
    *   **行业动态/评价 (Industry News/Commentary):** News, announcements, or market analysis.
4.  **Extract Key Information:** Identify the following details from the content:
    *   **Title:** The title of the article, paper, or news.
    *   **URL/Source:** The original URL or file name.
    *   **Date:** The publication date of the content (format: YYYY-MM).
    *   **Key Takeaway (为什么值得关注):** A concise, one-sentence summary of why the content is important or interesting.
5.  **Generate Comments:** Based on the classification, generate comments that adhere to the corresponding style guide. This is the most critical step.
    *   For **观点/文章**, read `/home/ubuntu/skills/ai-review-assistant/references/style_guide_article.md`.
    *   For **Solid Paper**, read `/home/ubuntu/skills/ai-review-assistant/references/style_guide_paper.md`.
    *   For **行业动态/评价**, read `/home/ubuntu/skills/ai-review-assistant/references/style_guide_industry.md`.
6.  **Format Output:** Combine the extracted information and comments into a final Markdown output u...