القائمة
Chinese developer community discussions on programming, tech, and career — useful for native-zh developer sentiment and niche technical troubleshooting.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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].