AI-review

Reads content from URLs or files, classifies it, and generates structured summaries and comments in a specific, analytical style. Use when you need to proces...

Security Scan

The skill's instructions, referenced style guides, and required actions are coherent with its stated purpose of reading content and producing structured reviews.

Purpose & Capability

Name/description (read URLs/files and generate structured reviews) matches the instructions and included reference style guides. The use of browser navigation, text extraction for PDFs, and local style guide files is expected for this use case.

Instruction Scope

Instructions stay within the stated purpose (read a URL/file, classify, extract key fields, apply a style guide, output a fixed Markdown table). They explicitly call external tools (browser_navigate, browser_scroll, curl + pdftotext, file read, manus-speech-to-text). This is coherent, but it relies on those tools being present and will download whatever URL the user provides — so avoid giving sensitive local paths or private URLs unless intended.

Install Mechanism

Instruction-only skill with no install spec and no code files, so nothing is written to disk by the skill itself. Lowest install risk.

Credentials

The skill requests no environment variables, credentials, or config paths. The only filesystem references are to the skill's own included style guide files and to user-supplied input paths/URLs, which is proportional to its purpose.

Persistence & Privilege

The skill does not request persistent presence (always: false) and does not modify other skills or system-wide settings. disable-model-invocation is false (agent may call autonomously), which is the platform default and not concerning here given no other red flags.

Assessment

This skill appears to do what it says: fetch or read user-provided URLs/files, extract text (PDFs via curl + pdftotext), apply a local style guide, and emit a fixed Markdown table. Before installing or using it: (1) be aware it will download any URL you give it — do not provide private or sensitive links unless you intend that content be fetched; (2) avoid giving it paths to sensitive local files (it will read files you point it at); (3) the skill expects tools like pdftotext, curl, and browser navigation actions to be available — if those aren't installed the skill may fail; (4) no credentials or external endpoints are hardcoded, and there is no install step, so the footprint is minimal. If you want extra safety, run it in a restricted environment or review the skill's runtime tool permissions before use.

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 using the specified template.

Content Reading Guide

Based on the input type, use the following strategy to read the content. If a method fails, clearly inform the user that the content could not be read.

Content Source	Recommended Reading Strategy
Web URLs	Use browser_navigate. If initial Markdown extraction is incomplete, use browser_scroll to load the full page.
PDF Files (URL/Local)	Use shell with curl to download and pdftotext to extract text (e.g., curl -o t.pdf <URL> && pdftotext t.pdf -).
YouTube Videos	Use browser_navigate. The system will automatically provide a summary. Read the generated summary file.
Podcast Webpages	Use browser_navigate to get Show Notes. For audio, use manus-speech-to-text if an audio file is available.
Local Files (.md/.txt)	Use file tool with the read action.

Output Template

ALWAYS use this exact Markdown template for the final output. Do not add any extra titles or introductions.

| Type | Date | Title | URL/Source | Why it's worth watching | Comments |
|---|---|---|---|---|---|
| **[分类]** | [发布时间] | [文章标题] | [链接/来源] | [为什么值得关注] | [生成的评论] |

Replace the bracketed placeholders [] with the information you have gathered and the comments you have generated.