BBC Skill (Bilibili Comment Collector)
Fetches all Bilibili video comments via WBI-signed API calls into JSONL.
Test report
- Verdict
- Works with setup
- Score
- Tested
- Jul 16, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 68004a8
Naive curl calls to Bilibili's comment/view APIs without WBI signing were rejected outright (code -352 risk-control, 62012 comment-area-closed); the skill's src/bbc/wbi.py implements the real MD5 mixin-key signing algorithm that makes the calls succeed, so this is solving an actual technical barrier, not just wrapping a public API. Real friction: it needs a logged-in Bilibili cookie the tester can't supply in a sandboxed run, so full fetch/summarize was verified via schema+dry-run only, not a live comment pull.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 5/5
- Output vs. baseline 8/10
- Docs & honesty 4/5
What BBC Skill (Bilibili Comment Collector) does
CLI that downloads top-level, nested, and pinned comments for a Bilibili video into comments.jsonl plus a summary.json, using a user-supplied login cookie and WBI request signing. Triggers on requests to fetch/export/analyze comments for a BV number, Bilibili URL, or UP主 UID; read-only, does not post or delete.
How to install BBC Skill (Bilibili Comment Collector)
git clone https://github.com/Agents365-ai/bbc-skill
mkdir -p ~/.claude/skills
cp -r bbc-skill ~/.claude/skills/bbc-skill
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger BBC Skill (Bilibili Comment Collector)
-
/bbc-skillFetches all Bilibili video comments via WBI-signed API calls into JSONL.
It also activates on plain-language prompts like these:
-
帮我把这个哔哩哔哩视频的全部评论都抓下来，包括热门评论和楼中楼的回复，导出成一个文件 -
分析一下这个UP主最新发布的这个视频下面，观众们到底都在讨论什么话题、情绪怎么样 -
把这个BV号下面所有的评论都完整地爬下来给我一份，我要拿去做详细的数据分析和统计用途
Frequently asked questions
- Is the BBC Skill (Bilibili Comment Collector) skill free?
- Yes. The skill itself is free from Agents365-ai/bbc-skill. SkillProof publishes the install command and an independent test verdict at no cost.
- Does BBC Skill (Bilibili Comment Collector) work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 16, 2026. Verdict: Works with setup. Naive curl calls to Bilibili's comment/view APIs without WBI signing were rejected outright (code -352 risk-control, 62012 comment-area-closed); the skill's src/bbc/wbi.py implements the real MD5 mixin-key signing algorithm that makes the calls succeed, so this is solving an actual technical barrier, not just wrapping a public API. Real friction: it needs a logged-in Bilibili cookie the tester can't supply in a sandboxed run, so full fetch/summarize was verified via schema+dry-run only, not a live comment pull.
- What is the BBC Skill (Bilibili Comment Collector) SkillProof Score?
- 8.8/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 4/5.
- How do I install BBC Skill (Bilibili Comment Collector)?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use BBC Skill (Bilibili Comment Collector) with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.