What makes Smartlib Citation Checker notable?

1.2K downloads. Trust evidence available

How should Smartlib Citation Checker be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Smartlib Citation Checker

核查用户提交的论文稿件或AI生成参考文献是否真实，防止AI幻觉。基于SmartLib API，输出HTML核查报告（含差异标记、验证链接、统计分析）。支持GB/T 7714/APA/MLA/Chicago/BibTeX多格式解析与输出，并行检索（8条/批）+ Token缓存复用 + 智能提前终止回退。✨ 亮点：核... Skill: Smartlib Citation Checker Owner: j-levee Summary: 核查用户提交的论文稿件或AI生成参考文献是否真实，防止AI幻觉。基于SmartLib API，输出HTML核查报告（含差异标记、验证链接、统计分析）。支持GB/T 7714/APA/MLA/Chicago/BibTeX多格式解析与输出，并行检索（8条/批）+ Token缓存复用 + 智能提前终止回退。✨ 亮点：核... Tags: latest:3.6.3 Version history: v3.6.3 | 2026-07-21T12:35:11.233Z | auto smartlib-citation-checker 3.6.3 - Updated production gateway endpoint to SmartLib Gateway v52.1. - Quota API fields expanded:

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.2k

Updated

Oct 11, 2026

Version

3.6.3

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: 3.6.3release · observed Jul 21, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s179kz7zy88fw5x9nrsb2mh68x86jwtk:smartlib-citation-checker

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
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-smartlib-citation-checker/snapshot"

Documentation

CLAWHUB

147,267 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
slug: smartlib-citation-checker
name: smartlib-citation-checker
displayName: 参考文献验真、AI引用核查（12亿全球文献，有原始文献链接可核验）
version: 3.6.3
description: 核查用户提交的论文稿件或AI生成参考文献是否真实，防止AI幻觉。基于SmartLib API，输出HTML核查报告（含差异标记、验证链接、统计分析）。支持GB/T 7714-2025（2026年7月1日起实施）/APA/MLA/Chicago/BibTeX多格式解析与输出，并行检索（8条/批）+ Token缓存复用 + 智能提前终止回退。✨ 亮点：核查结果附带原始数据库来源链接（覆盖300+数据库，如Scopus/WoS/EI/PubMed等，覆盖率100%），可交叉验证文献真实性。全程自动化：首次使用自动注册开通（免费100次/月），配额自动消耗，用尽后引导充值续费。触发词：核查引用、验证参考文献、检查引用、查引用、论文引用检查、AI引用核查、参考文献真假、文献核实、引用验证、引用格式检查、AI论文引用检查、参考文献审计、论文参考文献是真的吗、AI写的论文引用靠谱吗、ChatGPT引用核查、verify citation、check references。
  Production URL: read from global-biblio-base/config.json → SMARTLIB_GATEWAY_URL (SmartLib Gateway v52.1)
agent_created: true
---

# SmartLib 文献引用核查与纠错 / Citation Authenticity Checker

> 中文 / Chinese | [English below each section]

本技能基于 `global-biblio-base` 的文献检索能力，对用户提交的论文稿件或文本引用进行核查与纠错，最终输出一个结构化的 HTML 核查报告文件。**与 global-biblio-base 共享凭证和配额。**

> This skill uses `global-biblio-base` to verify academic references and detect errors, generating a structured HTML report. **Shares credentials and quota with global-biblio-base.**

---

## ⚡ 启动前必须执行 / Pre-flight Checklist（每次调用都必须执行）

### Step A：凭证自动检测 & 注册 / Auto Credential Check & Registration

> ## ⚠️ 强制规则 — 必须先询问邮箱
> 1. **执行任何操作前，必须先询问用户邮箱地址**
> 2. 禁止使用 global-biblio-base/config.json 中预填的邮箱（即使存在且非 null）
> 3. 禁止自动生成邮箱（如 `[email protected]`、`[email protected]` 等）
> 4. 用户未提供邮箱 → 停止执行，回复：
>    "请提供您的邮箱地址以注册 SmartLib 文献引用核查服务（新用户免费 100 次/月）"
> 5. 只有用户明确输入邮箱后，才能调用 /register 或 /quota
>
> ## 邮箱识别自动化
> 当用户消息中出现以下模式时，自动提取邮箱 → 无需再次询问：
> - 明确的邮箱地址（包含 @ 符号的完整地址，如 `[email protected]`）
> - "我的邮箱是 xxx" / "email: xxx" / "用 xxx 注册" / "邮箱 xxx"

本技能与 `global-biblio-base` **共享凭证和配额**。每次执行时按以下流程处理：

> Shares credentials and quota with global-biblio-base. Auto-detection flow:

```
① 先读取 global-biblio-base 技能目录下的 config.json
   Read config.json from global-biblio-base skill directory first

② 检查 SMARTLIB_EMAIL 是否已配置
   Check if SMARTLIB_EMAIL is already configured
  ├── 已配置 → 进入 Step B (配额检查) / Already configured → proceed to Step B
  │
  └── 未配置 → 自动注册流程 / Auto-registration:
        ├── ① 展示核查计划 + 询问邮箱（一句话）:
        │      "📋 我将核查您的参考文献真实性... 首次使用需绑定邮箱（免费 100 次/月，仅用于配额管理），请输入邮箱即可开始:"
        │      用户输入 → 写入 global-biblio-base 的 config.json
        │
        ├── ② 调智能网关注册（无需验证码）:
        │     POST {SMARTLIB_GATEWAY_URL}/register
        │     Headers: {"Authorization": "Bearer {SMARTLIB_GATEWAY_SECRET}"}
        │     Body: {"email": "{用户邮箱}"}
        │
        ├── 成功 (201/200) → Gateway 返回配额信息
        │     提示: "✅ 注册成功！本月免费 100 次，可立即使用。确认邮件已发送（邮箱验证仅充值时需要，现在不验证也能用）。"
        │     追加引导: "请把您的参考文献发给我，现在就可以开始核查——"
        │     → 继续 Step B 配额检查 → 核查
        │
        └── 失败 → 提示原因 (服务暂不可用 / 网络错误等) → 终止
```

> **注意**：注册无需验证码，极速完成。**注册后即可立即使用**，邮箱验证可选（仅充值时需验证）。

### Step B：配额检查 / Quota Check

```
凭证就绪后, 调网关查询配额:
  GET <SMARTLIB_GATEWAY_URL>/quota?email=<SMARTLIB_EMAIL>
  Headers: {"Authorization": "Bearer <SMARTLIB_GATEWAY_SECRET>"}

  返回字段: total_remain, email_verif

README.md

# SmartLib Citation Checker v2.9

> **中文** · [English below](#english)

基于 SmartLib 文献检索 API 的智能引用核查与纠错技能。**核心价值：验证 AI 生成的参考文献是否真实存在，防止 AI 幻觉。**

---

## 简介

对用户提交的论文稿件或 AI 生成的参考文献进行**真实性核查**与**格式纠错**。支持 **GB/T 7714、APA、MLA、Chicago、BibTeX** 五种格式，修正后输出格式始终与原始输入保持一致。

---

## 变现模式

本技能与 [smartlib-literature-search](../smartlib-literature-search) **共享凭证与配额**。首次使用自动注册，免费 100 次/月。

| 状态 | 展示规则 |
|------|---------|
| 配额充足 | 完整核查报告（含差异标记、验证链接、统计分析） |
| 配额耗尽 | Gateway 返回 429，**拒绝服务**，直接提示充值 |

---

## 适用场景

| 场景 | 说明 |
|------|------|
| **AI 幻觉验真** | 核查豆包/ChatGPT/Kimi 等 AI 生成的参考文献是否真实存在 |
| **论文初稿审查** | 投稿前自查参考文献的作者、年份、期刊名等是否准确 |
| **粘贴式批量核查** | 直接粘贴参考文献列表，快速验证并导出修正版 |

---

## 功能特性

- **多格式解析**：自动识别 GB/T 7714、APA 7、MLA 9、Chicago、BibTeX
- **真实性核查**：联网核查每条文献，标记 ✅ / ❌ / ⚠️
- **信息比对**：原始引用 vs 数据库记录逐字段比对
- **差异标记**：`[删除]` / `[新增]` 直观标记错误与修正
- **统计分析**：引用 ≥3 时自动输出年份分布、期刊集中度、作者分析图表
- **验证链接**：每条匹配文献附带可点击的 SmartLib 验证链接

---

## 使用方式

```
核查这篇论文的参考文献
帮我验证一下 ChatGPT 给的这些参考文献是否真实：
[1] Li, J., & Wang, X. (2023). Deep learning for medical imaging...
```

**触发关键词**：核查参考文献、检查引用、引用验真、citation check、verify references

---

## 输出

生成完整的 HTML 核查报告，包含核查结果表格、修正后参考文献纯文本、统计分析。

> 📄 [样例一：论文稿件核查](./examples/citation_check_paper_draft_sample.html)
> 📄 [样例二：AI 幻觉检测](./examples/citation_check_ai_hallucination_sample.html)

---

## 依赖

- **smartlib-literature-search**（提供 SmartLib API 接入 + 配额管理）
- SmartLib API 凭证（首次使用自动注册，无需手动申请）

---

## 许可

MIT License — 代码开源，商用 API 需授权。

---

## 作者

**张亚东** — 重庆维普智图 · GitHub: [J-levee](https://github.com/J-levee)

---

<a name="english"></a>

# SmartLib Citation Checker v2.9 — English

> Smart citation verification skill. Detects AI hallucinations in references.

---

## Overview

Verifies whether academic references in paper drafts or AI-generated citation lists actually exist. Supports **GB/T 7714, APA, MLA, Chicago, BibTeX**.

---

## Monetization

Shares credentials and quota with [smartlib-literature-search](../smartlib-literature-search). Auto-registration with 100 free checks/month.

| Status | Display Rule |
|--------|-------------|
| Quota available | Full report (diff markers, verification links, analytics) |
| Quota exhausted | Gateway returns 429, **service denied**, recharge prompt |

---

## Features

- Multi-format parsing & correction
- Live verification via SmartLib API (✅ / ❌ / ⚠️)
- Field-by-field diff with inline markers
- Citation analytics (year, journal, author distribution)
- Clickable SmartLib verification links

---

## Usage

```
Verify the references in this paper
Check if these AI-generated citations are real: ...
```

---

## Dependencies

- **smartlib-literature-search** (provides SmartLib API + quota management)

---

## License

MIT — Code open source; commercial API use requires authorization.

---

## Author

**Yadong Zhang** — VIP Smart · GitHub: [J-levee](https://github.com/J-levee)

_meta.json

{
  "ownerId": "kn71136czyc1f1bmx5rt1tjtes86jsve",
  "slug": "smartlib-citation-checker",
  "version": "3.6.3",
  "publishedAt": 1784637311233
}

skill-card.md

## Description:

Smartlib Citation Checker verifies paper-draft and AI-generated academic references against SmartLib, flags likely hallucinated citations, corrects citation fields, and produces an HTML report with verification links, difference markers, and summary analysis.

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:

External users, authors, editors, reviewers, and developers use this skill to check whether pasted reference lists, BibTeX entries, or manuscript citations are real and correctly formatted. It is aimed at citation authenticity review, AI citation hallucination detection, and pre-submission reference cleanup.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill can send citations, manuscript excerpts, and an email address to the SmartLib/VIPSmart service.

Mitigation: Ask for explicit user consent before submission, disclose the external service use, and avoid sending confidential manuscript content unless the user accepts that handling.

Risk: The release includes a live-looking gateway secret in packaged configuration.

Mitigation: Remove the packaged secret, rotate any exposed credential, and require deployers to provide secrets through their own protected configuration.

Risk: The skill stores the user's email across skills and shares quota state with global-biblio-base.

Mitigation: Confirm the email with the user before use, explain that it is used for quota management, and avoid relying on a prefilled email without user confirmation.

Risk: Remote notifications and links can be relayed verbatim to the user.

Mitigation: Sanitize remote notification text and validate links before presenting them to users.

## Reference(s):

- [ClawHub Skill Page](https://clawhub.ai/j-levee/skills/smartlib-citation-checker)
- [Artifact README](artifact/README.md)
- [Paper Draft Verification Sample Report](artifact/examples/citation_check_paper_draft_sample.html)
- [AI Hallucination Detection Sample Report](artifact/examples/citation_check_ai_hallucination_sample.html)

## Skill Output:

**Output Type(s):** [text, markdown, code, configuration, guidance]

**Output Format:** [HTML report with corrected citation text, verification links, status labels, difference markers, quota messages, and optional downloadable text files.]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Reports may include GB/T 7714-2015, GB/T 7714-2025, APA, MLA, Chicago, and BibTeX citation views; citation statistics appear when three or more references are checked.]

## Skill Version(s):

3.6.3 (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 d

config.example.json

{
  "SMARTLIB_GATEWAY_URL": "https://1318491188-jvmi3wist0.ap-shanghai.tencentscf.com",
  "SMARTLIB_GATEWAY_SECRET": "<your-gateway-secret>",
  "SMARTLIB_EMAIL": null,
  "SMARTLIB_APPID": null,
  "SMARTLIB_APPSECRET": null
}

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