wechat-article-summarizer

Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from documents (PDF tables, forms, charts, diagrams, multi-page), generate images (text-to-image, editing, composition, refinement). Use when working with audio/video files, analyzing images or screenshots, processing PDF documents, extracting structured data from media, creating images from text prompts, or implementing multimodal AI features. Supports multiple models (Gemini 2.5/2.0) with context windows up to 2M tokens.

Migrate all asyncio.gather() calls to asyncio.TaskGroup for structured concurrency. Use this skill to fix P1-2: replace gather with TaskGroup context managers, add Semaphore-based backpressure for concurrent operations, and use except* for ExceptionGroup handling. Targets Python 3.11+ structured concurrency patterns.

Fix known bugs in the WeChat Article Summarizer project. Use this skill when investigating and fixing code bugs including: deprecated API usage, missing imports, type errors, null safety issues, and container initialization problems. Targets BUG-001 through BUG-006 from the project's TEST_ISSUES.txt.

Set up a complete CI/CD pipeline using GitHub Actions. Use this skill to fix P2-8: create workflows for linting (ruff), type checking (mypy), testing (pytest with timeout), security scanning (pip-audit), and build verification. Includes dependency caching and matrix testing for Python 3.12-3.14.

Improve code quality in the WeChat Article Summarizer project. Use this skill for automated code style fixes (ruff), test infrastructure improvements, and pytest-timeout setup. Targets WARN-001 (4711 ruff issues) and WARN-004 (test suite structural defects) from TEST_ISSUES.txt.

Refactor the DI container from eager to lazy initialization to unblock 186 tests. Use this skill to fix P0-1: convert container.py to use cached_property/lazy providers, create a test container with mock adapters in conftest.py, and eliminate module-level container instantiation across the codebase.

Detect and fix hexagonal architecture boundary violations in the domain layer. Use this skill to fix P1-1: find all imports in domain/ that reference infrastructure/, presentation/, or mcp/ packages, replace them with Protocol-based port interfaces, and set up an automated boundary check script.

Decompose the 113KB GUI app.py God Object into modular components. Use this skill to fix P0-2: split app.py into CTkFrame subclasses (sidebar, article list, summarization, export, settings), CTkToplevel dialogs, MVVM ViewModels, reusable widgets, and a pub/sub event bus. Each extracted file should be <400 lines.

Harden the MCP server against command injection, audit log leaks, and excessive privileges. Use this skill to fix P0-4 (input validation for all tool parameters), P1-3 (audit log sensitive data sanitization), and P1-7 (directory/network access whitelisting and human-in-the-loop confirmation for dangerous operations).

Deep clean Python code style issues using ruff. Use this skill for aggressive automated fixes (--unsafe-fixes) and manual fixes for remaining issues like E722 bare-except, F841 unused-variable, F401 unused-import, F821 undefined-name, and E702 multiple-statements. Targets code under src/ directory.

Audit and fix security issues in the WeChat Article Summarizer project. Use this skill for security-related code fixes including: PBKDF2 salt hardening, MCP audit log sanitization improvements, and SSRF DNS rebinding protection. Targets WARN-002, WARN-003, WARN-005 from TEST_ISSUES.txt.

Implement defense-in-depth SSRF protection with DNS rebinding prevention. Use this skill to fix P0-3, P1-4, P1-5: create SSRFSafeTransport for httpx that resolves DNS once and connects to the validated IP, block alternative IP notations (decimal/octal/IPv6-mapped), disable automatic HTTP redirects, and block cloud metadata endpoints.

Generate unit tests for uncovered modules in the WeChat Article Summarizer project. Use this skill to create pytest-based unit tests for scrapers, CLI, SimpleSummarizer, observability, and async_executor modules. Tests should use mocks to isolate external dependencies.

Fix the 52% of tests that cannot run independently due to shared state, execution order dependencies, or container coupling. Use this skill to fix P1-8: add pytest-randomly for order detection, refactor shared global state into fixtures, replace file system side effects with tmp_path, and ensure every test passes when run in isolation.

Enforce static type checking across the codebase with mypy. Use this skill to fix P2-3~P2-5 (type errors in progress.py, summary_evaluator.py, secure_storage.py, structured_logging.py), P2-7 (add mypy configuration), and P3-1 (type check config). Configures mypy strict mode, fixes all known type errors, and adds type checking to the dev workflow.

Conduct deep three-round web-backed audits for the WeChat Article Summarizer project. Use when tasks require analyzing runtime mechanics, producing graded issue inventories, and generating issue-to-fix mappings with source-backed recommendations and local markdown deliverables.

Analyzes article structure, identifies positions requiring visual aids, generates illustrations with Type × Style two-dimension approach. Use when user asks to "illustrate article", "add images", "generate images for article", or "为文章配图".

Knowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and sequential image generation. Use when user asks to create "知识漫画", "教育漫画", "biography comic", "tutorial comic", or "Logicomix-style comic".

Generates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 10 color palettes and 7 rendering styles. Supports cinematic (2.35:1), widescreen (16:9), and square (1:1) aspects. Use when user asks to "generate cover image", "create article cover", or "make cover".

Generates images and text via reverse-engineered Gemini Web API. Supports text generation, image generation from prompts, reference images for vision input, and multi-turn conversations. Use when other skills need image generation backend, or when user requests "generate image with Gemini", "Gemini text generation", or needs vision-capable AI generation.

Converts X (Twitter) tweets and articles to markdown with YAML front matter. Uses reverse-engineered API requiring user consent. Use when user mentions "X to markdown", "tweet to markdown", "save tweet", or provides x.com/twitter.com URLs for conversion.

AI image generation with OpenAI, Azure OpenAI, Google, OpenRouter, DashScope, MiniMax, Jimeng, Seedream and Replicate APIs. Supports text-to-image, reference images, aspect ratios, and batch generation from saved prompt files. Sequential by default; use batch parallel generation when the user already has multiple prompts or wants stable multi-image throughput. Use when user asks to generate, create, or draw images.

AI image generation with OpenAI, Azure OpenAI, Google, OpenRouter, DashScope, MiniMax, Jimeng, Seedream and Replicate APIs. Supports text-to-image, reference images, aspect ratios, and batch generation from saved prompt files. Sequential by default; use batch parallel generation when the user already has multiple prompts or wants stable multi-image throughput. Use when user asks to generate, create, or draw images.

Generates professional infographics with 21 layout types and 20 visual styles. Analyzes content, recommends layout×style combinations, and generates publication-ready infographics. Use when user asks to create "infographic", "信息图", "visual summary", "可视化", or "高密度信息大图".

Converts Markdown to styled HTML with WeChat-compatible themes. Supports code highlighting, math, PlantUML, footnotes, alerts, infographics, and optional bottom citations for external links. Use when user asks for "markdown to html", "convert md to html", "md 转 html", "微信外链转底部引用", or needs styled HTML output from markdown.

Posts content to WeChat Official Account (微信公众号) via API or Chrome CDP. Supports article posting (文章) with HTML, markdown, or plain text input, and image-text posting (贴图, formerly 图文) with multiple images. Markdown article workflows default to converting ordinary external links into bottom citations for WeChat-friendly output. Use when user mentions "发布公众号", "post to wechat", "微信公众号", or "贴图/图文/文章".

Posts content to Weibo (微博). Supports regular posts with text, images, and videos, and headline articles (头条文章) with Markdown input via Chrome CDP. Use when user asks to "post to Weibo", "发微博", "发布微博", "publish to Weibo", "share on Weibo", "写微博", or "微博头条文章".

Posts content and articles to X (Twitter). Supports regular posts with images/videos and X Articles (long-form Markdown). Uses real Chrome with CDP to bypass anti-automation. Use when user asks to "post to X", "tweet", "publish to Twitter", or "share on X".

Generates professional slide deck images from content. Creates outlines with style instructions, then generates individual slide images. Use when user asks to "create slides", "make a presentation", "generate deck", "slide deck", or "PPT".

Translates articles and documents between languages with three modes - quick (direct), normal (analyze then translate), and refined (analyze, translate, review, polish). Supports custom glossaries and terminology consistency via EXTEND.md. Use when user asks to "translate", "翻译", "精翻", "translate article", "translate to Chinese/English", "改成中文", "改成英文", "convert to Chinese", "localize", "本地化", or needs any document translation. Also triggers for "refined translation", "精细翻译", "proofread translation", "快速翻译", "快翻", "这篇文章翻译一下", or when a URL or file is provided with translation intent.

Fetch any URL and convert to markdown using baoyu-fetch CLI (Chrome CDP with site-specific adapters). Built-in adapters for X/Twitter, YouTube transcripts, Hacker News threads, and generic pages via Defuddle. Handles login/CAPTCHA via interaction wait modes. Use when user wants to save a webpage as markdown.

Generates Xiaohongshu (Little Red Book) infographic series with 11 visual styles and 8 layouts. Breaks content into 1-10 cartoon-style images optimized for XHS engagement. Use when user mentions "小红书图片", "XHS images", "RedNote infographics", "小红书种草", or wants social media infographics for Chinese platforms.

Downloads YouTube video transcripts/subtitles and cover images by URL or video ID. Supports multiple languages, translation, chapters, and speaker identification. Caches raw data for fast re-formatting. Use when user asks to "get YouTube transcript", "download subtitles", "get captions", "YouTube字幕", "YouTube封面", "视频封面", "video thumbnail", "video cover image", or provides a YouTube URL and wants the transcript/subtitle text or cover image extracted.

Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring network traffic, web scraping, form automation, and JavaScript debugging.

Configure MCP (Model Context Protocol) servers for Claude Code. Manage MCP servers at user or project scope with best practices to avoid context pollution.

Manage Model Context Protocol (MCP) servers - discover, analyze, and execute tools/prompts/resources from configured MCP servers. Use when working with MCP integrations, need to discover available MCP capabilities, filter MCP tools for specific tasks, execute MCP tools programmatically, access MCP prompts/resources, or implement MCP client functionality. Supports intelligent tool selection, multi-server management, and context-efficient capability discovery.

Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working with dates using DateTime, troubleshooting Code node errors, or choosing between Code node modes.

Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.

Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.

Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type.