media-crawler-bilibili
Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media. Use for topic, format, title, creator, or audience research with explicit time-range and quality controls.
git clone --depth 1 https://github.com/tsingyuai/growth-lab /tmp/media-crawler-bilibili && cp -r /tmp/media-crawler-bilibili/collectors/media-crawler-bilibili ~/.claude/skills/media-crawler-bilibiliSKILL.md
# Bilibili collection Follow [media-crawler](../media-crawler/SKILL.md). Define purpose, query/BV/creator inputs, date window, sample target, desired quality, comments/media scope, and invoking Model Memory destination. Search with `--platform bili --type search`. Configure `START_DAY`, `END_DAY`, `BILI_SEARCH_MODE`, and conservative `MAX_NOTES_PER_DAY` in `config/bilibili_config.py`. Shortlist by relevance, content format, recency, creator fit and engagement—not raw plays alone. Put full video URLs or BV numbers in `BILI_SPECIFIED_ID_LIST`; put Space URLs or UIDs in `BILI_CREATOR_ID_LIST`. Use detail/creator mode respectively. If downloading video, explicitly select `BILI_QN` compatible with account/video access and disclose that requested quality may be unavailable. `CREATOR_MODE`, contacts and dynamics limits are separate from content comments; record which were enabled. Deduplicate by BV, preserve query provenance, verify files, and stop on auth/risk control. Return inputs, config window/mode/quality, raw/copied paths, counts and coverage, time, commit, partial failures, and selection rationale.
Collect Douyin competitive evidence with MediaCrawler using keyword search, exact video detail, comments, media, and creator profiles. Use for trend, hook, format, audience-language, or creator research that needs reproducible raw evidence and a documented selection method.
Collect Kuaishou competitive evidence with MediaCrawler using keyword search, exact video detail, comments, media, and creator profiles. Use for trend, format, audience-language, or creator research requiring reproducible source records and explicit collection limits.
Collect Baidu Tieba thread and user evidence with MediaCrawler using keyword or bar discovery, exact thread detail, replies, and creator pages. Use for community pain-point, vocabulary, objection, topic, or user research with thread-context preservation.
Collect Weibo posts and creator evidence with MediaCrawler using search, exact post IDs, comments, optional media, and creator IDs. Use for discourse, trend, messaging, audience-language, or account research requiring preserved provenance and risk-aware detail enrichment.
Collect Zhihu answers, articles, videos, comments, and creator evidence with MediaCrawler through search and exact URLs. Use for expert discourse, problem framing, objections, terminology, topic, or creator research where content type and question context must remain explicit.
Install, authenticate, configure, operate, and troubleshoot the external MediaCrawler client shared by Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu collectors. Xiaohongshu uses the separate browser-first xiaohongshu-mcp Collector. Use when auditing this client, onboarding a supported platform account, selecting search/detail/creator modes, enabling comments or media, locating outputs, or diagnosing crawler failures.
渐进式研究当前产品，并把已经稳定、可追溯的产品认知增量写入根目录 SOUL.md。首次接入产品代码、原型或线上 URL，需要确认产品形态与已有能力，或某个增长 loop 在执行中发现新的产品事实、用户场景、问题与价值证据时使用。不得一次性臆造完整产品画像，也不得仅凭代码功能推断用户、问题或价值。
完整调研并确定 SEO 机会：从产品理解、领域词表拆解、关键词矩阵扩展、Bing 真实热度验证、竞品发现、实时 SERP 抓取，到头部页面的搜索引擎层、用户层和质量层拆解。需要查热词、验证搜索量、判断搜索意图、研究竞品页面、寻找信息增益缺口或决定应该做什么 SEO 页面时使用。