القائمة
Use for public Discourse-based community discussions, especially Linux DO, when queries need Chinese AI/dev forum posts and native operator 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 | discourse_forum |
| description | Use for public Discourse-based community discussions, especially Linux DO, when queries need Chinese AI/dev forum posts and native operator troubleshooting. |
| version | 1 |
| languages | ["zh","mixed"] |
| methods | [{"id":"api_search","impl":"methods/api_search.py","requires":[],"rate_limit":{"per_min":20,"per_hour":400}}] |
| fallback_chain | ["api_search"] |
| when_to_use | {"query_languages":["zh","mixed"],"query_types":["community","developer","product-feedback","tech-discussion","chinese-ugc"],"domain_hints":["linux.do","linux do","discourse","forum","claude code"],"avoid_for":["academic","consumer-lifestyle","multimedia"]} |
| quality_hint | {"typical_yield":"medium","chinese_native":true} |
| layer | leaf |
| domains | ["chinese-ugc"] |
| scenarios | ["developer-community","ai-tools","troubleshooting","public-forum"] |
| model_tier | Fast |
Public Discourse communities are a distinct forum surface: long-form troubleshooting, operator notes, product limitations, and community-native workarounds. This channel starts with Linux DO as the first built-in source.
api_search — queries the site's public Discourse search endpoint and maps topic-oriented results into canonical topic URLs.