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Soccer Predict
作者
Superluigi
· GitHub ↗
· v1.1.0
· MIT-0
112
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当前安装
2
版本数
在 OpenClaw 中安装
/install soccer-predict
功能描述
Football match betting prediction system. Auto-scrapes data from titan007.com (Asian handicap, over/under, European odds, fundamentals, lineups, corners, hal...
安全使用建议
This skill is coherent with its description, but exercise caution before enabling it. Key points to consider:
- The skill instructs the agent to open titan007 pages and run JavaScript in the page context to extract tables. That can access page cookies/localStorage or other site-local data — only run this if you trust the skill source and understand the site’s data sensitivity and terms of service.
- The SKILL.md tells the agent to persist learned models and match history to files under ~/.claude/projects/*/memory/..., but the registry metadata does not declare these config paths. Confirm where data will be written, review those files, and ensure you are comfortable with persistent storage of scraped data.
- Scraping titan007 may violate that site’s terms or local laws; check legal/ToS implications and betting regulations in your jurisdiction.
- Because the skill can store and reuse historical predictions, review stored content for sensitive or personally identifying data and consider running the skill in a sandboxed environment (isolated user account or container) if you want to limit exposure.
- Avoid providing any unrelated credentials; this skill does not declare needed secrets. If additional env vars or tokens are requested later, treat that as a red flag.
If you decide to proceed: start with a short test in concise mode, monitor network activity and created files, and inspect saved memory files before allowing continued autonomous use.
功能分析
Type: OpenClaw Skill
Name: soccer-predict
Version: 1.1.0
The 'soccer-predict' skill is a comprehensive sports analytics tool designed to scrape football match data from titan007.com and provide betting recommendations. It utilizes standard OpenClaw capabilities such as 'browser navigate' and 'browser console exec' for data extraction and implements a persistent 'learning' mechanism by saving model weights and match history to local markdown files (e.g., in references/review-framework.md). All identified behaviors, including web scraping and file persistence, are explicitly documented and strictly aligned with the stated purpose of quantitative sports prediction, with no evidence of data exfiltration, malicious execution, or harmful prompt injection.
能力评估
Purpose & Capability
Name/description (football betting predictions from titan007) align with the instructions: the SKILL.md explains scraping titan007, running a 5-step prediction framework, and producing outputs. No unrelated credentials or external services are requested in metadata.
Instruction Scope
Instructions tell the agent to use browser-based scraping (browser navigate / browser act / browser console exec) and to run JavaScript in the page context to extract data. That is reasonable for scraping, but executing arbitrary JS in a browsed page may access page-local secrets (cookies, localStorage) and could exfiltrate data. The instructions also direct saving model/framework/data across sessions (see persistence), which broadens the skill's runtime footprint beyond a one-off scrape.
Install Mechanism
No install spec and no code files — instruction-only. This is the lowest-risk install model and is consistent with an agent-driven scraping/prediction skill.
Credentials
The skill declares no required environment variables or config paths, which fits its purpose. However, SKILL.md and references explicitly instruct writing persistent files to ~/.claude/projects/*/memory/..., a config path not declared in metadata. The skill requests no secrets, but the combination of in-browser JS and implicit file writes is notable.
Persistence & Privilege
The skill directs the agent to 'save the updated framework and match history to memory files' under ~/.claude/projects/*/memory/... to persist learning across sessions. The metadata did not declare required config paths or warn about persistent file writes. Persisting scraped data and learned parameters to the user's home directory increases long‑term risk (sensitive data retained, larger attack surface) and should be made explicit to users before installation.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install soccer-predict - 安装完成后,直接呼叫该 Skill 的名称或使用
/soccer-predict触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.1.0
README bilingual, LICENSE fixed, added CHANGELOG and gitignore
v1.0.0
- Initial release of the soccer betting prediction and analysis system.
- Automated data scraping from titan007.com, including odds, team stats, lineups, and more.
- Five-step quantitative analysis framework: data collection, fundamental analysis, odds probability calculation, logistic regression models, and EV calculation.
- Dual output modes supported: concise summary for quick results and detailed HTML reports with visualizations.
- Supports post-match review, prediction accuracy tracking, and automatic optimization of model weights.
- Accepts match IDs or descriptions for prediction and supports after-match analysis using provided results.
元数据
常见问题
Soccer Predict 是什么?
Football match betting prediction system. Auto-scrapes data from titan007.com (Asian handicap, over/under, European odds, fundamentals, lineups, corners, hal... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 112 次。
如何安装 Soccer Predict?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install soccer-predict」即可一键安装,无需额外配置。
Soccer Predict 是免费的吗?
是的,Soccer Predict 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Soccer Predict 支持哪些平台?
Soccer Predict 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Soccer Predict?
由 Superluigi(@superluigi0309)开发并维护,当前版本 v1.1.0。
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