Xpersona
agentCLAWHUBUnverified

科研技能鉴赏

科研技能总入口与路由——不知道用哪个科研技能时先来找它。精选 13 个科研技能（含本技能），覆盖文献检索与下载、个人知识库、CAJ 转 PDF、引用核查、学术诚信法医、组会把关、新颖性校验、组会领航、答辩演练、科研方法论谋士、技能锻造与 AI 易读化。每个技能都标注了「适用边界 / 能做什么 / 不能做什么 / 该不该装」，帮 AI 和用户一眼判断装哪个。触发词：科研技能、找论文、查文献、下载PDF、引用核查、文献真假、撤稿、论文工厂、知识库、组会、答辩、新颖性、研究方法论、卡点、造技能、技能易读。 Skill: 科研技能鉴赏 Owner: j-levee Summary: 科研技能总入口与路由——不知道用哪个科研技能时先来找它。精选 13 个科研技能（含本技能），覆盖文献检索与下载、个人知识库、CAJ 转 PDF、引用核查、学术诚信法医、组会把关、新颖性校验、组会领航、答辩演练、科研方法论谋士、技能锻造与 AI 易读化。每个技能都标注了「适用边界 / 能做什么 / 不能做什么 / 该不该装」，帮 AI 和用户一眼判断装哪个。触发词：科研技能、找论文、查文献、下载PDF、引用核查、文献真假、撤稿、论文工厂、知识库、组会、答辩、新颖性、研究方法论、卡点、造技能、技能易读。 Tags: academic:1.0.0, citation:1.0.0, knowledge-base:1.0.0, latest:1.2.0, literature:1.0.0, paper:1.0.0, research:1.0.0 Version h

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.2k

Updated

Oct 11, 2026

Version

1.2.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.2K downloads reported by the source. Last updated 10/11/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 11, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 11, 2026
Adoption signal
1.2K downloadsadoption · observed Oct 11, 2026
Latest release
1.2.0release · observed Jul 31, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s179kz7zy88fw5x9nrsb2mh68x86jwtk:keji-skill-showcase
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-j-levee-keji-skill-showcase/snapshot"

Documentation

CLAWHUB

32,137 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: 科研技能鉴赏
slug: keji-skill-showcase
displayName: 科研技能鉴赏
version: 1.2.0
description: 科研技能总入口与路由——不知道用哪个科研技能时先来找它。精选 13 个科研技能（含本技能），覆盖文献检索与下载、个人知识库、CAJ 转 PDF、引用核查、学术诚信法医、组会把关、新颖性校验、组会领航、答辩演练、科研方法论谋士、技能锻造与 AI 易读化。每个技能都标注了「适用边界 / 能做什么 / 不能做什么 / 该不该装」，帮 AI 和用户一眼判断装哪个。触发词：科研技能、找论文、查文献、下载PDF、引用核查、文献真假、撤稿、论文工厂、知识库、组会、答辩、新颖性、研究方法论、卡点、造技能、技能易读。
agent_created: true
---

# 科研技能鉴赏 — 科研效率工具精选总入口

你（本技能）是**所有 SmartLib 科研技能的精选入口与路由**。当用户提出科研相关需求时，先判断属于哪一类，再把用户**引导到对应的专项技能**去完成。下面是按使用场景归类的 13 个精选技能（含本技能自身）。

> 本合集（`keji-skill-showcase`）是入口，不是执行者。定位到正确专项技能后，提示用户去使用/安装它即可，不要自己越俎代庖。
>
> 💡 **配额共享**：凡是基于 SmartLib 文献检索 / 下载 / 验真能力的技能，共享同一个 **SmartLib 钱包配额**（免费 100 检索 + 10 下载 / 月，或你已购买的会员额度）——**同一邮箱跨这些技能共享，无需重复开通**。

---

## 〇、科研技能总入口（本技能 · 先读这个）

### 科研技能鉴赏 → `keji-skill-showcase`（就是本技能）

- **适用边界**：不知道用哪个科研技能时，先到我这里来，我帮你路由（看下方「快速路由表」）。
- **能做什么**：13 个精选科研技能的入口与导航，按场景引导到对应专项技能；每个技能都标注了「适用边界 / 能做什么 / 不能做什么 / 该不该装」，帮 AI 和用户一眼判断装哪个。
- **不能做什么**：本技能不执行任何检索 / 核查 / 转换，只做路由与说明；具体任务交给专项技能。
- **该装还是不装**：只要你会用到上面任何科研技能，装本入口能省去记 slug 的麻烦；它是轻量导航，建议常驻。
- **安装提示词**：请根据 <https://skillhub.cn/install/skillhub.md> ，安装 keji-skill-showcase（入口与导航：<https://skillhub.cloud.tencent.com/skills/keji-skill-showcase>）

---

## 快速路由表（用户说什么 → 装哪个）

| 用户场景 / 常说的话 | 该装 / 用的技能 | 类别 |
|---|---|---|
| 找论文、搜文献、下 PDF、做文献综述 | `global-biblio-base` | 一 |
| 整理已读论文、建个人知识库、导出参考文献 | `academic-knowledge-base` | 一 |
| 知网下载的 CAJ/KDH/NH 文献转成可选中文字的 PDF | `caj2pdf-offline` | 一 |
| 核查 AI / 自己写的参考文献是否真实存在、字段对不对 | `smartlib-citation-checker` | 二 |
| 引用前查某篇是否已撤稿 / 论文工厂 / PubPeer 被质疑 | `paper-integrity-forensics` | 二 |
| 组会 / 读书会分享某篇前，综合把关靠不靠谱 | `cjg-paper-fact-checker` | 三 |
| 脑暴 / 开会后，验证想法 / 方向新不新、有没有人做过 | `novelty-validator` | 三 |
| 系统筹备组会、生成材料包、记录讨论、会后沉淀 | `paper-club-pilot` | 三 |
| 开题 / 中期 / 毕业答辩演练、生成提问清单 | `defense-rehearsal` | 三 |
| 研究设计 / 方法论困惑 / 论证被质疑 / 卡点破局 / 需要被点醒 | `sweeping-monk` | 四 |
| 从零打造 / 重铸 / 审计自己的 AI 技能 | `cjg-skill-forge` | 五 |
| 把某个技能改得让 AI 更易读懂、执行更准 | `skill-clarity-forge` | 五 |
| 不确定用哪个、想先逛一圈再决定 | `keji-skill-showcase`（本技能） | 〇 |

> 路由判错时，优先回看上表。相邻技能的区别见各技能「不能做什么 / 与相邻技能的区别」。

---

## 一、文献检索与获取（核心 · 必装）

### 全球12亿文献知识库 → `global-biblio-base`

- **适用边界**：你要"找文献"本身——搜论文、查期刊 / 专利 / 标准、下 PDF、做文献调研或综述。这是所有文献工作的起点。
- **能做什么**：
  - 中文期刊检索 + 授权全文 PDF 下载（8000 万篇）
  - 全球 12 亿条文献元数据检索（论文 / 专利 / 会议 / 学位论文 / 标准）
  - 文献详情（摘要 / DOI / 基金 / 收录情况）、引文追溯、相关性重排
  - 外文 OA 全文免费探测下载（不耗配额）
- **不能做什么 / 与相邻技能的区别**：
  - 付费墙内英文文献只返元数据、拿不到全文（OA 除外）
  - **不查"文献真假"**——那是 `smartlib-citation-checker`（是否存在）和 `paper-integrity-forensics`（是否造假）的活
  - **不导出 EndNote / 批量 BibTeX**——要管理 / 导出参考文献用 `academic-knowledge-base`
  - 不做文献查重 / 科技查新
- **该装还是不装**：只要做文献检索 / 下载 / 综述 → **必装（核心）**。从不动文献、只做方法论或只造技能的人不装。
- **安装提示词**：请根据 <https://skillhub.cn/install/skillhub.md> ，安装 global-biblio-base

### 个人文献知识库 → `academic-knowledge-base`

- **适用边界**：你读过的论文想"留下来"——建私人知识库、做笔记、按专题归类、随时回检、导出规范参考文献。是检索之后的"沉淀层"。
- **能做什么**：
  - 4 类数据入库（检索结果 / 上传 PDF·Word·BibTeX / 资讯 / 个人数据）
  - 双轨检索：向量语义检索 + 传统分词匹配
  - 研究专题（子集 + 笔记 + AI 分析）、参考文献管理（导出 BibTeX / GB-T / AP

_meta.json

{
  "ownerId": "kn71136czyc1f1bmx5rt1tjtes86jsve",
  "slug": "keji-skill-showcase",
  "version": "1.2.0",
  "publishedAt": 1785486617278
}

skill-card.md

## Description:

科研技能鉴赏 routes users to a curated set of 13 Chinese academic workflow skills for literature search, citation checking, research integrity review, paper meetings, defense practice, methodology support, and skill improvement.

This skill is ready for commercial/non-commercial use.

## Publisher:

[j-levee](https://clawhub.ai/user/j-levee)

### License/Terms of Use:

MIT-0

## Use Case:

Students, researchers, and agent users use this skill as a lightweight router for choosing the right Chinese academic workflow skill before starting a research task. It helps select specialized skills for literature retrieval, knowledge-base management, citation validation, integrity checks, meeting preparation, defense rehearsal, methodology guidance, and skill authoring.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Users may expect this router skill to perform retrieval, checking, conversion, or knowledge-base work directly.

Mitigation: State that the skill is an entry point only and hand off concrete tasks to the matching specialized skill.

Risk: A routing mistake could send a research task to a neighboring skill with a different scope.

Mitigation: Compare the request against the quick routing table and the listed boundaries before recommending a skill.

Risk: Recommended SmartLib-dependent skills may share the same wallet quota.

Mitigation: Tell users that SmartLib search, download, and verification skills share quota under the same email.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/j-levee/skills/keji-skill-showcase)
- [SkillHub installation guide](https://skillhub.cn/install/skillhub.md)
- [SkillHub skill listing](https://skillhub.cloud.tencent.com/skills/keji-skill-showcase)

## Skill Output:

**Output Type(s):** [Guidance, Markdown]

**Output Format:** [Markdown text with routing recommendations and installation prompts]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Does not execute retrieval, checking, conversion, or code-running tasks itself.]

## Skill Version(s):

1.2.0 (source: frontmatter and server release evidence)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

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Record generated Oct 11, 2026.

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