菜单
Chinese developer community discussions on programming, tech, and career — useful for native-zh developer sentiment and niche technical troubleshooting.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Chinese tech business news, startup funding, and industry analysis from 36kr.
Transcribe video/audio URL to text + word-level timestamps using Bilibili Bcut ASR API (free, no API key). Preferred for Chinese content — Bcut gives character-level timestamps vs Whisper word-level. Returns text + segments [{start, end, text}]. Requires yt-dlp + ffmpeg.
Transcribe video/audio URL or local file to text + SRT using yt-dlp + Groq Whisper API (free tier). Preferred default for v2 transcription. Returns raw text and segments; summary is caller's responsibility.
Transcribe video/audio URL or local file to text + SRT using yt-dlp + OpenAI Whisper API. Paid fallback for v2 transcription when Groq is rate-limited or unavailable. Returns raw text and segments; summary is caller's responsibility.
Transcribe video/audio URL or local file to text + SRT using yt-dlp + local mlx-whisper (Apple Silicon). Free, offline, fastest on M-series Macs. Opt-in advanced path for users with Apple Silicon + mlx-whisper installed. Returns raw text and segments; summary is caller's responsibility.
Deep URL fetch using crawl4ai (Playwright-powered) for JS-rendered pages, anti-bot sites, and dynamic content. Slower than fetch-jina but handles sites that block simple fetchers. Requires user-installed crawl4ai package.
| name | v2ex |
| description | Chinese developer community discussions on programming, tech, and career — useful for native-zh developer sentiment and niche technical troubleshooting. |
| version | 1 |
| languages | ["zh","mixed"] |
| methods | [{"id":"api_search","impl":"methods/api_search.py","requires":[],"rate_limit":{"per_min":30,"per_hour":500}}] |
| fallback_chain | ["api_search"] |
| when_to_use | {"query_languages":["zh","mixed"],"query_types":["developer","programming","career","community","tech-discussion"],"avoid_for":["academic","multimedia","social-lifestyle"]} |
| quality_hint | {"typical_yield":"medium","chinese_native":true} |
| layer | leaf |
| domains | ["chinese-ugc"] |
| scenarios | ["chinese-native","developer-community","discussion"] |
| model_tier | Fast |
| experience_digest | experience.md |
V2EX (www.v2ex.com) is a long-standing Chinese developer community centered on programming, career, products, and niche technical discussion. This channel queries sov2ex.com, a third-party ElasticSearch-style search index over V2EX threads.
api_search — Queries https://www.sov2ex.com/api/search?q=<q>&size=10. Extracts threads from hits[*]._source and constructs canonical thread URLs as https://www.v2ex.com/t/{id}.[zh, mixed].