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运行 BettaFish 舆情分析系统（源码初始化、依赖安装、Web 启动、命令行报告与 MindSpider 爬虫）。当用户提到 BettaFish、舆情分析系统部署、报告重生成时使用。
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use when drafting, restructuring, or polishing Chinese NSFC proposals (2026 template), especially when strict section-by-section gating, hypothesis-objective-content-problem consistency, literature verification via paper-search MCP, and anti-AI Chinese academic writing constraints are required. 触发词：国自然、国家自然科学基金、基金申请书、科研申请、NSFC、标书、本子、面上项目、青年基金。
Universal assistant for writing high-impact academic literature reviews (Nature/Cell/Lancet level). Supports real-time Zotero integration, outline persistence, and multi-mode reference management. Use when writing a comprehensive review article requiring systematic search, synthesis, and citation management. 触发词：写综述、文献综述、综述写作、literature review、review article、改综述、完善综述、继续写综述、improve review。
用于从零撰写或润色符合Nature/Science/Cell标准的SCI研究论文（Article类型），适用于多学科。触发词：写论文、SCI论文、学术写作、科研写作、论文润色、研究论文、学术投稿、投稿、润色论文、polish paper、write SCI paper、academic writing、draft paper、manuscript writing。路由说明：退稿/返修改主稿→用revise-sci；只写审稿意见回复→用reviewer-response-sci；独立成稿的纯语言润色（拿到别人写好的整稿只改语言、不进本管道）→用polish-sci，本技能的润色仅指管道内 Phase 10 对自写稿的润色；综述/文献综述→用review-writing。本技能侧重写新稿与自写稿润色，Phase 13B含内部初步退稿自查但不出回复包也不出修订稿docx。
用于SCI审稿意见逐条回复的全流程技能，适用于期刊大修/小修阶段，只出回复包（HTML），不改主稿。触发词：审稿意见回复、回复审稿人、回复reviewer、response letter、回复信、rebuttal、逐条回复、Response to Reviewer、revise and resubmit、R&R、reviewer comments。路由说明：与revise-sci区分，本技能只出回复包不改主稿，需同时改主稿并出修订稿docx请用revise-sci；与reviewer-simulator区分，本技能针对已收到的意见写回复，后者是模拟生成审稿意见。
退稿/返修全管道，同时出逐条回复信+修改后正文docx+Patch修订。触发词：改稿、修改稿子、修订正文、退稿改进、返修、revise manuscript、major revision、minor revision、revise and resubmit、point-by-point response、revised manuscript。路由说明：与reviewer-response-sci区分，本技能同时改主稿+出回复包，后者只出回复不改稿；与gsw区分，gsw写新稿，本技能专处理已有稿子的审稿意见驱动修改。
用于将SCI论文材料转化为中文博士或硕士学位论文草稿，执行严格的章节结构、原子化Markdown工作流、门禁检查和版本回滚。当用户提到博士论文、硕士论文、学位论文、毕业论文、SCI转论文、doctoral thesis、master thesis、dissertation 时优先调用。
| name | bettafish |
| description | 运行 BettaFish 舆情分析系统（源码初始化、依赖安装、Web 启动、命令行报告与 MindSpider 爬虫）。当用户提到 BettaFish、舆情分析系统部署、报告重生成时使用。 |
| github_url | https://github.com/666ghj/BettaFish |
| github_hash | 40327d75b60faaf347bc578f93714b5394079d03 |
| version | 0.1.0 |
| created_at | "2026-03-06T23:00:01.499Z" |
| entry_point | scripts/wrapper.py |
| dependencies | ["python>=3.9","git","pip","playwright"] |
将 666ghj/BettaFish 封装为可复用 skill，支持本地一键初始化与常用命令调度。
report_engine_only.py）通过入口脚本 scripts/wrapper.py 调用：
python scripts/wrapper.py <command> [args...]
init：克隆仓库并检出 github_hashupdate：拉取远端并重新检出 github_hashinstall：安装 requirements.txtplaywright-install：安装 Playwright 浏览器驱动run-app：运行 python app.pyrun-report-engine [-- ...]：运行 report_engine_only.py（参数透传）run-mindspider [-- ...]：运行 MindSpider/main.py（参数透传）exec -- <command...>：在仓库根目录执行任意命令~/.cache/opencode-skills/bettafish-repo
可通过参数 --repo-dir 覆盖。
init -> install -> playwright-install -> run-app。references/quickstart.md。