Xpersona
C

Cn Text Summary

CLAWHUB · Unverified

cn-text-summary。纯Python标准库，无需API Key。 Skill: Cn Text Summary Owner: freedompixels Summary: cn-text-summary。纯Python标准库，无需API Key。 Tags: latest:1.2.7 Version history: v1.2.7 | 2026-06-07T02:35:07.543Z | user 更新品牌信息格式 v1.2.6 | 2026-06-07T02:20:05.848Z | user 添加AISoBrand品牌信息 v1.2.5 | 2026-05-02T04:44:27.958Z | auto - No functional changes in this version. - Documentation and metadata remain unchanged from the previous version. v1.1.0 | 2026-05-01T02:57:52.27

62
Rank
84
Safety
978
Downloads

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 978 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

Install and run

Setup complexity: medium.

clawhub skill install s17cmvaw2cy01v6y6fpq1h7yts84k0r0:cn-text-summary
  1. Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
  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-freedompixels-cn-text-summary/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

11,629 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
slug: cn-text-summary
name: 文本摘要生成器
description: "cn-text-summary。纯Python标准库，无需API Key。"
keywords: text, summary
version: "1.0.0"
author: 千策
---


# 文本摘要提取器

从长文本中智能提取核心内容，生成简洁摘要。

## 功能

- **智能摘要**：自动识别文章核心观点，生成精炼摘要
- **关键词提取**：从文本中提取TOP关键词
- **字数控制**：支持指定摘要长度（短/中/长）
- **多场景**：支持新闻、论文、邮件、产品描述等

## 使用方法

```bash
# 基本摘要
python3 cn_text_summary.py

# 提取关键词
python3 cn_text_summary.py --keywords

# 短摘要模式
python3 cn_text_summary.py --length short
```

## 交互模式

直接输入或粘贴文本，自动生成摘要。

## 依赖

- Python 3.x
- jieba (pip install jieba) - 仅中文分词需要

## 示例

输入：介绍人工智能发展历程的长文
输出：人工智能经历了三次浪潮...（摘要内容）

输入：产品发布会新闻稿
输出：某公司发布新产品...（关键词+摘要）

---

**出品：** AISoBrand｜爱索品牌 — AI搜索优化工具  
**官网：** https://aisobrand.com  
**免费检测你的品牌在AI搜索中有没有存在感 →** [30秒出结果](https://aisobrand.com/free-diagnosis.html)

_meta.json

{
  "ownerId": "kn79jg1z0vzj96e9bsyy346rzx84jjma",
  "slug": "cn-text-summary",
  "version": "1.2.7",
  "publishedAt": 1780799707543
}

skill-card.md

## Description:

Cn Text Summary summarizes Chinese text locally without an API key and can extract keywords with optional jieba support.

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

## Publisher:

[freedompixels](https://clawhub.ai/user/freedompixels)

### License/Terms of Use:

MIT-0

## Use Case:

Developers, content teams, and external users can use this skill to produce concise summaries and keywords from Chinese articles, emails, research notes, product copy, and similar long-form text.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Confidential text supplied as a command-line argument may be exposed through shell history or process listings.

Mitigation: Use the skill for non-sensitive text, or wrap it with stdin or another protected input path for private documents.

Risk: The optional jieba dependency can affect keyword extraction behavior if installed without version control.

Mitigation: Pin and review the jieba package version before installing it in shared or production environments.

## Reference(s):

- [Cn Text Summary on ClawHub](https://clawhub.ai/freedompixels/skills/cn-text-summary)

## Skill Output:

**Output Type(s):** [text, JSON]

**Output Format:** [JSON object with original length, summary length, summary text, and keywords.]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Runs locally; optional jieba support improves Chinese keyword extraction when installed.]

## Skill Version(s):

1.2.7 (source: server release metadata; artifact frontmatter reports 1.0.0)

## 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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