ai-topics-cn

Active crawl workflow — reads hot-topics.yaml, selects high-priority un-crawled topics, deep-dives via web search, creates wiki concept pages, and updates tracking

Analyze Chinese AI media, newsletter, and crawl items for durable trends, source differences, and wiki actions

Triage crawled Chinese AI articles from inbox/ into structured Japanese wiki pages following SCHEMA.md conventions

Upgrade bio-only blogger entity pages to comprehensive thought analysis format

Enrich skeleton X/Twitter account entity pages to full quality (8-15KB), matching antirez-com.md / simon-willison.md depth.

Check and process emails on exe.dev VM using Maildir filesystem. Use this when user asks to check emails or when newsletters arrive.

Systematic depth analysis framework for opinion leaders tracking research completion across 4 layers - L1 Profile, L2 Timeline, L3 Thought Analysis, L4 Ongoing Monitoring

Enrich person entity pages using Grokipedia (AI-generated encyclopedia with 6M+ articles). Search for people by name, extract structured biographical data, and merge into wiki entity pages.

Query the blogwatcher-cli SQLite database for RSS scan results. Use pre-verified column names and query templates to avoid errors.

Group raw articles by semantic topics, assess wiki value, and recommend actions

Synthesize perspectives from multiple opinion leaders on a shared topic into a cross-referenced wiki index page. Use when the user wants to consolidate different viewpoints on the same concept.