@binhuatochina

scichina-topic-writer-reviewer monitors kepuchina.cn for trending content, generates science articles based on extracted keywords, and performs three-stage fact-checking to prevent hallucination. execution is procedural but relies on external tool availability and user confirmation gates.

getnote-knowledge-master operationalizes a six-step knowledge management workflow (create, ingest, organize, search, synthesize, audit) via cli commands and get笔记 api. activates on explicit terminology or multi-step knowledge tasks. targets the 得到 knowledge base by default.

tech-news-daily-report aggregates weekly technology and ai news via tavily search, deduplicates across language boundaries using semantic rules, applies relevance and recommendation scoring, generates topic relationship maps, and synchronizes output to local markdown, feishu docs, and group channels.

knowledge-expansion-notetaking automates a multi-stage analysis workflow when users share new concepts: source tracing, definition parsing, boundary mapping, disambiguation, and deep archival across four platforms. the workflow is detailed but procedurally vague and lacks failure recovery specifics.

tech-news-daily-cn aggregates 7-day tech and ai news via tavily search, deduplicates by url and semantic core facts, scores by relevance and recommendation, writes markdown locally and syncs to feishu docs and group chat.