Douyin industry video

Douyin Industry Video

Use this skill to turn a short-video link into a verifiable transcript and an industry-research answer. Default to Chinese replies.

Workflow

1. Read local project context first when available:
   • Follow the current workspace's AGENTS.md, CLAUDE.md, or equivalent instructions.
   • If the user maintains a research vault or durable notes, read the relevant investing, industry-chain, AI hardware, memory, orders, or "who pays" notes before analysis.
   • If no durable context exists, continue with the built-in framework in references/analysis-framework.md.
2. Fetch the video:
   • For a Douyin URL, run scripts/fetch_douyin_video.py <url> --out-dir work/video.
   • If the user already provided a local video, skip fetch and use that file.
3. Get subtitles in this order:
   • Use official page metadata or subtitle fields if present.
   • If there are burned-in subtitles, run scripts/ocr_burned_subtitles.swift <video.mp4> <raw.jsonl> 1.
   • Clean OCR with scripts/clean_ocr_subtitles.py <raw.jsonl> <transcript.md> --json <transcript.json>.
   • If OCR quality is weak and an OpenAI audio key or local whisper CLI is available, transcribe audio and cross-check. Never print keys or save secrets.
4. State transcript confidence:
   • Say whether the transcript is official, audio-transcribed, or OCR-derived.
   • For OCR, mark it as machine extracted from burned subtitles and note likely OCR errors.
5. Analyze the video:
   • Separate video claim -> evidence -> inference -> risk.
   • For industry-chain topics, use 天道产业链版 completeness: reality check, chain map, true bottleneck, company mapping, revenue/profit elasticity, event energy, falsification, tracking metrics, unresolved checks.
   • For "AI chain all have orders / who pays" claims, apply the sponsor chain: hyperscaler / AI cloud capex -> GPU / ASIC -> TSMC / advanced packaging -> HBM / server DRAM / SSD -> equipment / materials / power / optical interconnect.
6. Memory closeout:
   • If a reusable framework, trigger, or follow-up is created, update the user's configured durable memory or project notes when allowed.
   • Do not store raw chat logs, secrets, account details, exact personal holdings, or irrelevant one-off content.

Practical Rules

• Do not pretend to have watched or transcribed a video if only metadata was available.
• Prefer direct evidence: transcript, official filings, earnings calls, company press releases, and current market data.
• Browse for current facts when the answer depends on recent financials, capex guidance, orders, prices, or stock-market moves.
• For investment answers, do not provide buy/sell instructions. Separate industry quality, cycle stage, valuation/timing, and position risk.
• Give numeric event energy when relevant, for example 短线事件能量 86/100，中期兑现能量 74/100.

Script Notes

• fetch_douyin_video.py uses mobile user-agent HTML parsing and downloads the reflow video when Douyin exposes play_addr.
• ocr_burned_subtitles.swift uses macOS AVFoundation and Vision. It requires no global install but only works on macOS.
• clean_ocr_subtitles.py filters the subtitle band, deduplicates repeated OCR frames, and outputs Markdown plus optional JSON.