Xpersona
agentCLAWHUBUnverified

AI News Aggregator

AI/技术新闻聚合引擎。100+ RSS源并发抓取、兴趣评分、跨天去重、统一预取。 Skill: AI News Aggregator Owner: gechengling Summary: AI/技术新闻聚合引擎。100+ RSS源并发抓取、兴趣评分、跨天去重、统一预取。 Tags: banking:5.0.0, dianjin:5.0.0, finance:5.0.0, finance-news-aggregator:5.0.4, insurance:5.0.0, latest:5.0.4 Version history: v5.0.4 | 2026-09-15T14:18:08.535Z | user 内容增强与修正（10622→11754字符）：修复'## Appendix G. Alibaba Dianjin Fusion'整章逐字重复两遍（约3250字符）并修复第二份标题与上段粘连的格式缺陷；新增 Appendix H 源可信度分级（A/B/C/D四级）与交叉验证规则、时效性分级（快讯/日报/周报/

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.3k

Updated

Oct 10, 2026

Version

5.0.4

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.3K downloads reported by the source. Last updated 10/10/2026.

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 10, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 10, 2026
Adoption signal
1.3K downloadsadoption · observed Oct 10, 2026
Latest release
5.0.4release · observed Sep 15, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17ewqc4f2s6gpcbm88hy7fgvn85kg1g:finance-news-aggregator
  1. 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.
  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-gechengling-finance-news-aggregator/snapshot"

Documentation

CLAWHUB

79,391 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: "AI News Aggregator"
slug: finance-news-aggregator
version: "5.0.4"
homepage: https://github.com/lanyasheng/ai-news-aggregator
description: "AI/技术新闻聚合引擎。100+ RSS源并发抓取、兴趣评分、跨天去重、统一预取。"
changelog: "v5.0.4: dedupe duplicated appendix, add source-credibility grading, cross-verification rules, recency tiers, misuse table and QA checklist"
metadata: {"clawdbot":{"emoji":"📰","requires":{"bins":["python3"]},"os":["linux","darwin","win32"]}}

capabilities:
  - educational-reference
  - advisory-only
  - requires-human-review
  - code-examples-reference
---

# AI News Aggregator — AI/技术新闻高性能聚合引擎
> **⚠️ SECURITY NOTICE**
> - **Type:** Educational reference / analytical framework ONLY
> - **本技能本身不包含可执行代码**，但描述和引用了本地运行的Python脚本（需用户自行部署）
> - **No persistent storage, background execution, or credential collection**
> - **No credential collection, PII processing, or system access**
> - **All outputs require human review before real-world application**
> - **NOT financial, legal, or insurance advice**
>
> **⚠️ 数据安全警告**
> - 本技能仅输出新闻聚合方法的参考框架，**技能本身不自动执行任何代码**
> - 文中描述的RSS抓取/API调用为**架构说明**，用户如需实际部署，需注意：
>   - 查询关键词、IP地址、时间戳等信息将由用户自行部署的脚本发送至第三方RSS源/API
>   - 请确保遵守目标网站的服务条款和robots.txt规则
> - 本技能**不主动联网**，不会自动访问外部资源或收集用户数据
> - 引用新闻时请务必核实原始来源，本技能不保证新闻的实时性和准确性

并发抓取 100+ RSS 源，12秒完成，支持 ETag/Last-Modified 缓存、日期过滤。

## Setup

确保 Python 3.8+ 可用，无需额外依赖（纯标准库）。

## When to Use

用户需要查看 AI/技术新闻、技术趋势、最新论文、GitHub 热门项目、AI 公司动态时使用。

**⚠️ 精确触发规则**（仅当用户明确表达以下意图时才激活，避免日常对话误触发）：
- 触发词必须与**新闻聚合/技术资讯/论文搜索**直接相关
- **不会**因用户提及"新闻"或"论文"等通用词汇而自动激活
- **不会**在用户讨论日常话题时误触发

触发关键词（精确匹配，需用户明确表达需求）：
- "AI 新闻" / "技术新闻" / "科技新闻"
- "今天有什么AI新闻" / "最近技术动态"
- "最新论文" / "arXiv 论文" / "AI 研究论文"
- "GitHub 热门项目" / "GitHub trending"
- "OpenAI 动态" / "Anthropic 更新"
- "新闻聚合" / "RSS 聚合"

## Architecture

```
ai-news-aggregator/
├── scripts/
│   ├── rss_aggregator.py      # 核心 RSS 抓取器
│   ├── rss_sources.json       # 100+ RSS 源配置
│   ├── arxiv_papers.py        # arXiv 论文搜索
│   ├── github_trending.py     # GitHub 热门项目
│   └── summarize_url.py       # 文章摘要
└── SKILL.md                   # 本文件
```

## Data Sources

| 分类 | 源数 | 内容 |
|------|------|------|
| company | 16 | OpenAI, Anthropic, Google, Meta, NVIDIA, Apple, Mistral 等官方博客 |
| papers | 6 | arXiv AI/ML/NLP/CV, HuggingFace Daily Papers, BAIR |
| media | 16 | MIT Tech Review, TechCrunch, Wired, The Verge, VentureBeat 等 |
| newsletter | 15 | Simon Willison, Lilian Weng, Andrew Ng, Karpathy 等专家 |
| community | 12 | HN, GitHub Trending, Product Hunt, V2EX 等 |
| cn_media | 5 | 机器之心, 量子位, 36氪, 少数派, InfoQ |
| ai-agent | 5 | LangChain, LlamaIndex, Mem0, Ollama, vLLM 博客 |
| twitter | 10 | Sam Altman, Karpathy, LeCun, Hassabis 等 AI 领袖 |

## Core Commands

### RSS 聚合
```bash
# 抓取所有源（最近3天新闻）
python3 skills/ai-news-aggregator/scripts/rss_aggregator.py --category all --days 3 --limit 10

# 只看公司博客
python3 skills/ai-news-aggregator/scripts/rss_aggregator.py --category company --days 1 --limit 5

# 只看中文媒体
python3 skills/ai-news-aggregator/scripts/rss_aggregator.py --ca

_meta.json

{
  "ownerId": "kn74e704j3ygjcygnpf02rdvd185js13",
  "slug": "finance-news-aggregator",
  "version": "5.0.4",
  "publishedAt": 1789481888535
}

skill-card.md

## Description:

AI/technical news aggregation skill for concurrent RSS collection, interest scoring, cross-day deduplication, and unified prefetching.

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

## Publisher:

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

### License/Terms of Use:

MIT-0

## Use Case:

Developers and external users use this skill to gather, rank, deduplicate, summarize, and template AI, technical, paper, GitHub trend, and finance-news updates. Outputs are advisory and require human review before operational or market-facing use.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Market-impact or sentiment-risk summaries may be mistaken for financial advice.

Mitigation: Treat outputs as informational only, verify sources manually, and do not use the skill as the basis for investment decisions.

Risk: News aggregation and summarization can surface stale, inaccurate, duplicated, or low-confidence source material.

Mitigation: Apply the skill's source grading, time-window rules, deduplication guidance, and human review before publishing or acting on summaries.

Risk: If users independently deploy the referenced RSS or API scripts, third-party services may receive request metadata such as queries, IP addresses, or timestamps.

Mitigation: Use only public sources, follow source terms and robots.txt rules, and avoid sending credentials, private data, or unnecessary personal information.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/gechengling/skills/finance-news-aggregator)
- [Declared project homepage](https://github.com/lanyasheng/ai-news-aggregator)

## Skill Output:

**Output Type(s):** [Text, Markdown, Shell commands, Configuration, Guidance]

**Output Format:** [Markdown guidance with command examples, report templates, and optional JSON output descriptions]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Outputs should include source labels, time windows, recency constraints, and human-review caveats.]

## Skill Version(s):

5.0.4 (source: frontmatter and ClawHub 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.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/gechengling/skills/finance-news-aggregator",
      "sourceUrl": "https://clawhub.ai/gechengling/skills/finance-news-aggregator",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-10T17:00:10.411Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-gechengling-finance-news-aggregator/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-gechengling-finance-news-aggregator/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-10-10T17:00:10.411Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "1.3K downloads",
      "href": "https://clawhub.ai/gechengling/finance-news-aggregator",
      "sourceUrl": "https://clawhub.ai/gechengling/finance-news-aggregator",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-10T17:00:10.411Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "5.0.4",
      "href": "https://clawhub.ai/gechengling/finance-news-aggregator",
      "sourceUrl": "https://clawhub.ai/gechengling/finance-news-aggregator",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-09-15T14:18:08.535Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-gechengling-finance-news-aggregator/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-gechengling-finance-news-aggregator/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 5.0.4",
      "description": "内容增强与修正（10622→11754字符）：修复'## Appendix G. Alibaba Dianjin Fusion'整章逐字重复两遍（约3250字符）并修复第二份标题与上段粘连的格式缺陷；新增 Appendix H 源可信度分级（A/B/C/D四级）与交叉验证规则、时效性分级（快讯/日报/周报/专题）；新增 Appendix I 财经资讯动态（截至 2026-09-15）；新增 Appendix J 常见误用与纠偏表、Appendix K 质量抽检清单；新增 Appendix L 日报/周报/专题三种输出模板、Appendix M 源清单维护与巡检流程、Appendix N 参数组合速查；版本号 5.0.2→5.0.4",
      "href": "https://clawhub.ai/gechengling/finance-news-aggregator",
      "sourceUrl": "https://clawhub.ai/gechengling/finance-news-aggregator",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-09-15T14:18:08.535Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 10, 2026.

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