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/install academic-suite-v1
Description
Complete Academic Research & Writing Suite — One-click installation of the full Academic Pipeline ecosystem with all 8 dependencies. Includes academic-pipeli...
README (SKILL.md)
Academic Suite v3.5.0 — 一键安装完整学术套件
元技能包（Meta-Skill Package）
这是一个元技能包，用于一键安装完整的 Academic Pipeline 生态系统。安装后，您将拥有从零开始到最终论文发表的全流程学术研究与写作能力。
🎯 快速开始
安装（一键完成）
clawhub install eric-promax/academic-suite
安装过程会自动安装以下 8 个依赖技能：
| # | 技能 | 用途 |
|---|---|---|
| 1 | ima-skills |
IMA 知识库 API 调用（文献库读取） |
| 2 | academic-search |
8 大平台文献检索（知网 + Semantic Scholar 等） |
| 3 | deep-research |
深度研究分析（13-Agent 团队） |
| 4 | academic-paper |
论文撰写/修订/格式化（12-Agent 流程） |
| 5 | academic-paper-reviewer |
同行评审（5 人评审团 + Devil's Advocate） |
| 6 | humanizer |
英文去 AI 化（24 种模式） |
| 7 | humanizer-zh |
中文去 AI 化（23 种模式） |
| 8 | integrity_verification_agent |
学术诚信验证（引用 + 数据 100% 核查） |
📦 包含内容
核心编排器
- academic-pipeline v3.5 — 12 阶段全流程编排器
依赖技能（8 个）
- ima-skills — IMA 知识库客户端
- academic-search v1.2.0 — 多源文献检索（8 平台 + 查询扩展 + 两遍搜索）
- deep-research v2.0 — 深度研究（13-Agent 团队）
- academic-paper v2.0 — 论文写作（12-Agent 流程）
- academic-paper-reviewer v1.1 — 同行评审（5 人评审团）
- humanizer v1.0 — 英文去 AI 化
- humanizer-zh v1.0 — 中文去 AI 化
- integrity_verification_agent — 学术诚信验证
🚀 使用流程
安装完成后，您可以直接使用自然语言启动学术写作：
示例 1：从零开始写论文
我要用 Academic Pipeline 写一篇关于"中国股市炒新现象"的 MBA 课程论文，8000 字
系统将自动：
- 询问 5 项配置（IMA 路径、论文类型、字数、内容要求、开题报告）
- 启动 Stage 1 LITERATURE SEARCH（文献检索）
- 依次执行 12 个阶段，直到最终 PDF 定稿
示例 2：中途进入评审
我已经有一份论文草稿，帮我进入评审流程
系统将自动：
- 检测您已有论文草稿
- 从 Stage 4 INTEGRITY（学术诚信验证）开始
- 执行后续评审、修订、定稿流程
示例 3：修订已有论文
我收到了审稿人的修改意见，帮我修订
系统将自动：
- 进入 Stage 7 REVISE（修订模式）
- 逐条回应审稿意见
- 执行验证评审 → 最终验证 → 定稿
📊 12 阶段全景图
┌──────────────────────────────────────────────────────────────┐
│ Stage 1 LITERATURE SEARCH (IMA + academic-search) │
│ ↓ 用户确认 │
│ Stage 2 RESEARCH (deep-research) │
│ ↓ 用户确认 │
│ Stage 3 WRITE (academic-paper) │
│ ↓ 用户确认 │
│ Stage 4 INTEGRITY ✦ 强制 ✦ (引用/数据 100% 验证) │
│ ↓ PASS → 继续；FAIL → 修复重验（最多 3 轮） │
│ Stage 5 REVIEW (5 人同行评审) ✦ 强制 ✦ │
│ ↓ Accept→Stage 9 / Minor→Stage 7 / Reject→Stage 3 │
│ Stage 6 RE-REVIEW (验证评审) ✦ 强制 ✦ │
│ ↓ Accept→Stage 9 / Major→Stage 8 │
│ Stage 7 REVISE (academic-paper revision 模式) │
│ ↓ 用户确认 │
│ Stage 8 RE-REVISE (二次修订，最多 1 轮) │
│ ↓ 用户确认 │
│ Stage 9 FINAL INTEGRITY ✦ 强制 ✦ (零问题才能过) │
│ ↓ PASS │
│ Stage 10 HUMANIZE ✦ 强制 ✦ (去 AI 化处理) │
│ ↓ 用户确认去 AI 版本 │
│ Stage 11 FINALIZE (academic-paper format-convert) │
│ ↓ MD+DOCX→LaTeX→PDF │
│ Stage 12 PROCESS SUMMARY (过程记录 PDF) │
└──────────────────────────────────────────────────────────────┘
✦ 强制门控：Stage 4、9（完整性验证）、Stage 5、6（评审决定）、Stage 10（去 AI 化）、Stage 11（终稿）— 不可跳过，必须用户明确确认
🔧 安装后验证
安装完成后，运行以下命令验证所有技能已正确安装：
# 检查已安装的学术相关技能
ls ~/.openclaw/workspace/skills/ | grep -E "academic|humanizer|ima|integrity"
预期输出：
academic-pipeline
academic-search
deep-research
academic-paper
academic-paper-reviewer
humanizer
humanizer-zh
ima-skills
integrity_verification_agent
⚙️ 配置要求
API 配置（可选但推荐）
| 服务 | 用途 | 配置方式 |
|---|---|---|
| IMA 知识库 | 参考文献库存储 | 在 Stage 1 启动时提供路径 |
| Semantic Scholar API | 英文文献检索 | 在 academic-search 中配置 |
| 知网（CNKI） | 中文文献检索 | 通过 Tavily 代理，无需额外配置 |
系统要求
| 项目 | 要求 |
|---|---|
| OpenClaw 版本 | v2026.4.21+ |
| Node.js | v22.x |
| 磁盘空间 | ~50MB（所有技能总计） |
| 网络 | 需要访问学术数据库 API |
📚 文档资源
| 文档 | 链接 |
|---|---|
| 完整使用指南 | https://feishu.cn/docx/GRb7dGij9olddExTBsCcpoaCnWg |
| GitHub 仓库 | https://github.com/eric-promax/academic-agents.git |
| ClawHub 页面 | https://clawhub.ai/eric-promax/academic-suite |
🐛 故障排除
问题 1：安装后提示依赖缺失
症状： 启动 Pipeline 时提示某个技能未找到
解决：
# 重新安装学术套件
clawhub install eric-promax/academic-suite --force
# 或手动安装缺失的技能
clawhub install \x3C缺失的技能名>
问题 2：Stage 1 无法连接 IMA 知识库
症状： Stage 1 LITERATURE SEARCH 时 IMA API 调用失败
解决：
- 检查 IMA API Key 是否配置
- 确认知识库路径正确（如"个人知识库/eric/毕业论文"）
- 如无 IMA 知识库，输入"无"跳过，直接使用 academic-search
问题 3：去 AI 化阶段失败
症状： Stage 10 HUMANIZE 报错
解决：
# 检查 humanizer 技能是否安装
ls ~/.openclaw/workspace/skills/ | grep humanizer
# 重新安装 humanizer 套件
clawhub install humanizer
clawhub install humanizer-zh
📝 版本历史
v3.5.0（2026-05-14）
- ✅ 首次发布 academic-suite 元技能包
- ✅ 整合 8 个依赖技能，一键安装
- ✅ 阶段编号统一为连续整数（1-12）
- ✅ 新增 5 项启动配置询问
- ✅ 新增 Stage 10 HUMANIZE 去 AI 化
v3.4（2026-04-24）
- ✅ academic-pipeline v3.4 发布
- ✅ 集成 humanizer + humanizer-zh
- ✅ 集成 academic-search（8 平台文献检索）
- ✅ IMA 知识库对接
v3.3（2026-04-24）
- ✅ 并行化优化（Stage 3 写作阶段）
- ✅ humanizer 集成
v3.2（2026-04-15）
- ✅ 收敛停止规则
- ✅ 预算透明
- ✅ AI 研究失败模式清单（7 模式）
📞 支持
| 渠道 | 联系方式 |
|---|---|
| GitHub Issues | https://github.com/eric-promax/academic-agents/issues |
| ClawHub 讨论区 | https://clawhub.ai/eric-promax/academic-suite/discussions |
| 飞书文档评论 | https://feishu.cn/docx/GRb7dGij9olddExTBsCcpoaCnWg |
📄 许可证
MIT License
维护者： 大头虾 (eric-promax)
最后更新： 2026-05-14
版本： 3.5.0
严谨是分析的基础，逻辑是推理的武器。 🔮
Usage Guidance
Install only if you trust this publisher and the listed dependency skills. Before running the installer, consider reviewing or pinning each dependency and removing --force if you do not want existing skills overwritten. Supply only the API keys and knowledge-base paths needed for the current task, and independently verify all academic outputs.
Capability Tags
Capability Assessment
Purpose & Capability
The stated purpose is a broad academic research and writing pipeline, and the described capabilities—literature search, writing, review, integrity checks, formatting, and humanizing—fit that purpose, but they are expansive and involve multiple dependent skills.
Instruction Scope
The workflow is described as automatic across 12 stages, but the artifacts also state that key stages require user confirmation. Users should still understand that this is a long-running, multi-step orchestration.
Install Mechanism
Although the registry says there is no install spec, the package includes an install script and clawhub.json install script entry. The script force-installs or updates nine skills from unpinned dependency names, which can change the user's agent environment beyond this reviewed package.
Credentials
Network access to academic databases, optional API keys, and user-provided knowledge-base paths are purpose-aligned for literature search, but users should treat them as sensitive.
Persistence & Privilege
The quickstart says the system saves progress for resume, which is reasonable for long writing workflows, but the artifacts do not specify storage location, retention, or cleanup.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install academic-suite-v1 - After installation, invoke the skill by name or use
/academic-suite-v1 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Academic Suite v1.0.0 — Initial Release
- Released the academic-suite meta-skill package for one-click installation of the full academic research and writing pipeline.
- Integrates all 8 core dependencies: academic-pipeline v3.5, academic-search, deep-research, academic-paper, academic-paper-reviewer, humanizer, humanizer-zh, ima-skills, and integrity_verification_agent.
- Unified 12-stage automated workflow covering literature search, research, writing, integrity checking, peer review, AI-dehumanization, and publication formatting.
- Includes enhanced setup prompts and expanded configuration options for a seamless start.
- Provides updated documentation and troubleshooting guides for quick onboarding.
Metadata
Frequently Asked Questions
What is academic-suite-v1?
Complete Academic Research & Writing Suite — One-click installation of the full Academic Pipeline ecosystem with all 8 dependencies. Includes academic-pipeli... It is an AI Agent Skill for Claude Code / OpenClaw, with 31 downloads so far.
How do I install academic-suite-v1?
Run "/install academic-suite-v1" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is academic-suite-v1 free?
Yes, academic-suite-v1 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does academic-suite-v1 support?
academic-suite-v1 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created academic-suite-v1?
It is built and maintained by ericming (@eric-promax); the current version is v1.0.0.
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