regex-vs-llm-structured-text
A hybrid Python pipeline that uses regex for efficient text extraction and LLMs for low-confidence edge cases.
Install
npx skills add https://github.com/affaan-m/everything-claude-code --skill regex-vs-llm-structured-textStats
| Total installs | 1,178 |
| Weekly installs | 1.2K |
| GitHub stars | 112.5K |
| First seen | Feb 17, 2026 |
| Source | @affaan-m/everything-claude-code |
Summary
- Combines regex extraction with confidence scoring to flag low-confidence items, then validates only those items with an LLM, reducing LLM calls by ~95% versus all-LLM approaches
- Includes production-ready Python patterns for regex parsing, confidence scoring, and hybrid pipeline orchestration with real metrics from a 410-item quiz parsing example
- Best suited for structured, repeating text patterns like quizzes, forms, invoices, and documents where deterministic extraction is possible
- Emphasizes test-driven development, immutable data structures, and metric logging to track pipeline health and identify when regex thresholds degrade
Tags
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FAQ
- How many installs does regex-vs-llm-structured-text have?
- regex-vs-llm-structured-text has 1,178 total installs and 1.2K installs this week.
- Where is regex-vs-llm-structured-text hosted?
- regex-vs-llm-structured-text is published by @affaan-m/everything-claude-code at https://github.com/affaan-m/everything-claude-code.
- How many GitHub stars does regex-vs-llm-structured-text have?
- regex-vs-llm-structured-text has 112.5K GitHub stars.
- When was regex-vs-llm-structured-text first indexed?
- OrangeBot.AI first indexed regex-vs-llm-structured-text on Feb 17, 2026.
- How do I install regex-vs-llm-structured-text?
- Run: npx skills add https://github.com/affaan-m/everything-claude-code --skill regex-vs-llm-structured-text