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Soccer Predict
by
Superluigi
· GitHub ↗
· v1.1.0
· MIT-0
112
Downloads
0
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0
Active Installs
2
Versions
Install in OpenClaw
/install soccer-predict
Description
Football match betting prediction system. Auto-scrapes data from titan007.com (Asian handicap, over/under, European odds, fundamentals, lineups, corners, hal...
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install soccer-predict - After installation, invoke the skill by name or use
/soccer-predict - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Soccer Predict?
Football match betting prediction system. Auto-scrapes data from titan007.com (Asian handicap, over/under, European odds, fundamentals, lineups, corners, hal... It is an AI Agent Skill for Claude Code / OpenClaw, with 112 downloads so far.
How do I install Soccer Predict?
Run "/install soccer-predict" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Soccer Predict free?
Yes, Soccer Predict is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Soccer Predict support?
Soccer Predict is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Soccer Predict?
It is built and maintained by Superluigi (@superluigi0309); the current version is v1.1.0.
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