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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。
The review-first prompt is selected by default. You can switch to a direct command or download a local copy.
Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
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.
A direct command skips the review prompt. Inspect the source before running it.
npx skills add https://github.com/wsxwj123/opencode-skills-backup --skill bettafishThe command stays on one line. Scroll horizontally to inspect it before copying.
Prefer a local copy? Download the files currently available to SkillsMP.
学术写作技能的结构签字流程门禁说明（含总开关、强度边界与已知限制）。本目录同时是一个插件——Claude Code 放进 ~/.claude/skills/ 重启一次即自动加载；Codex 读本目录的 .codex-plugin/plugin.json，装完需跑一次 /hooks 信任。PreToolUse 钩子拦截"未确认大纲就写正文"。当用户问门禁为什么拦我、怎么解锁、怎么确认结构签字、门禁没生效怎么办时使用。
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 做退稿后的逐条 gap 分析与改稿，并出一份内部 response letter（reviews/response_letter.md），但不出正式投稿用的完整回复包、也不单独出修订稿docx——要正式回复包走reviewer-response-sci。
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。
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Showing SKILL.md
| 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。