← 返回
内容创作 Key 中文

Ai Cv Weekly

Pluggable AI report engine generating multi-preset, multi-source briefings with smart scoring, deduplication, LLM editing, quality control, rendering, and em...
可插拔AI报告引擎,生成多预设多源简报,支持智能评分、去重、LLM编辑、质控与渲染
llx9826
内容创作 clawhub v4.0.0 1 版本 100000 Key: 需要
★ 0
Stars
📥 564
下载
💾 6
安装
1
版本
#ai#finance#latest#llm#report#weekly

概述

🦞 LunaClaw Brief — OpenClaw Skill

Pluggable AI-Powered Report Engine | 插件化 AI 智能简报引擎

Overview / 概述

LunaClaw Brief is an OpenClaw Skill that generates intelligent reports across multiple domains. It features a plugin architecture with 8-stage pipeline, 8 data sources, 7 editor strategies, hybrid intent routing, streaming output, and multi-channel delivery.

LunaClaw Brief 是一个 OpenClaw Skill,支持多领域智能报告生成。采用插件化架构,8 阶段管线,8 个数据源,7 种编辑器策略,混合意图路由,流式输出,多渠道推送。

Presets / 预设

PresetTypeDescription
---------------------------
ai_cv_weeklyTechAI/CV/多模态技术深度周报
ai_dailyTechAI 技术日报
finance_weeklyFinance金融投资周报
finance_dailyFinance金融快报日刊
stock_a_dailyStockA 股日报(大盘/板块/北向资金/IPO/异动)
stock_hk_dailyStock港股日报(恒生/南向资金/中概股/IPO)
stock_us_dailyStock美股日报(S&P/NASDAQ/科技巨头/IPO)
CustomAnyvia --create-preset natural language

Data Sources / 数据源

SourceCoverage
------------------
githubOpen-source projects + competitor discovery
arxivAcademic papers
hackernewsTech community discussions
paperswithcodeML papers with code
finnewsFinancial news (HN + BBC/NYT RSS)
yahoo_financeYahoo Finance RSS + market indices
eastmoney东方财富 (A-share news, IPO calendar)
xueqiu雪球 (hot stocks, sentiment)

Usage / 使用方式

Via CLI

python run.py                                    # AI/CV Weekly (default)
python run.py --preset stock_a_daily             # A-share daily
python run.py --hint "今天A股怎么样"               # Auto-route → stock_a_daily
python run.py --hint "帮我看看腾讯和阿里"          # LLM auto-route
python run.py --preset ai_cv_weekly --email      # Generate + email
python run.py --create-preset "我是新能源基金经理"  # Create custom preset
python -m brief.scheduler                        # Run scheduled jobs

Via OpenClaw Skill API

from run import generate_report

result = generate_report({
    "preset": "stock_hk_daily",
    "hint": "重点关注腾讯和美团",
    "send_email": True,
})

Trigger Phrases / 触发短语

  • "生成周报" / "生成日报" / "generate weekly/daily"
  • "生成金融周报/日报" / "generate finance report"
  • "生成A股/港股/美股日报" / "generate A-share/HK/US brief"

Key Capabilities / 核心能力

  • Hybrid Intent Router: Regex (instant) + LLM classification (fallback) for preset routing
  • Unified Markdown Schema: ## Section### N. ItemLabel:🦞 Claw: structure
  • Streaming Output: pipeline.run_stream() yields progress events + content chunks
  • Multi-Channel Delivery: Email (SMTP), Webhook (Slack/DingTalk/Feishu/custom)
  • Cron Scheduler: Auto-generate reports on schedule with multi-channel push
  • Custom Presets: Create domain-specific presets via natural language
  • Quality Control: Auto-check structure/word count, retry if below threshold
  • Historical Dedup: Content fingerprinting with configurable time window

Architecture / 架构

PatternWhere
----------------
AdapterBaseSource → 8 source adapters
StrategyBaseEditor → 7 editor strategies
Pipeline8-stage ReportPipeline (sync + stream)
Registry@register_source / @register_editor decorators
ObserverMiddlewareChain for timing, metrics, custom hooks
Factorycreate_sources() / create_editor()
CacheFileCache with TTL for API responses

Configuration / 配置

Global config in config.yaml. Secrets in config.local.yaml (gitignored).

# config.local.yaml (not committed)
llm:
  api_key: "your-key"

Auto-detects OpenClaw environment (OPENCLAW_API_KEY / OPENCLAW_BASE_URL) — no manual LLM config needed when running as an OpenClaw skill.

Output / 输出

  • HTML: Self-contained dark-theme report with embedded Luna logo
  • Markdown: Raw LLM output
  • PDF: Via WeasyPrint (optional)
  • Email: HTML body + PDF attachment
  • Webhook: Slack/DingTalk/Feishu/custom HTTP POST

Built by llx & Luna 🐱 — where the claw meets the code. 🦞

版本历史

共 1 个版本

  • v4.0.0 当前
    2026-03-20 04:35 安全 安全

安全检测

腾讯云安全 (Keen)

安全,无风险
查看报告

腾讯云安全 (Sanbu)

安全,无风险
查看报告

🔗 相关推荐

Ai Cv Weekly

llx9826
通过多源数据聚合和插件式管道,生成深入周度AI/计算机视觉报告,支持多渠道分发。
★ 0 📥 653
content-creation

AdMapix

fly0pants
广告情报与应用数据分析助手,支持搜索广告素材、分析应用排名、下载量、收入及市场洞察,用于广告素材和竞品分析。
★ 295 📥 136,513
content-creation

Baidu Wenku AIPPT

ide-rea
使用百度文库 AI 智能生成 PPT,自动根据内容选择模板。
★ 66 📥 46,221