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Commits, branches and sync with the but CLI
- 361361 downloads
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Works with
- Claude Code
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Choose between regex and an LLM for structured text v1.0.0
Use this resource to decide between regex and an LLM to extract quizzes, forms or invoices at the lowest cost
New
- 572 downloads
- 192 likes
- 225 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install regex-first-hybrid-parserWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent checks whether the format is consistent, builds a regex parser, adds a confidence score and reserves the LLM for edge cases. You get a decision framework and a low-cost parsing architecture.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: decision framework and hybrid pipeline architecture
- SKILL.md: regex parser, confidence scoring, LLM validator and metrics
Good fit for
- You extract questions or tables from documents with a repeating layout
- LLM extraction costs are too high for the volume you process
Not for
Tags
- regex
- llm
- extraction
- parsing
- cost
About
You say
“Extract the questions from these quiz PDFs: regex first, and an LLM only for the questions regex does not recognise.”
Skill published by affaan-m under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to decide between regex and an LLM to extract quizzes, forms or invoices at the lowest cost
- Review and adjust the result
Content preview
Files
- LICENSE1 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md6.6 KB
Origin and licence
Listed unmodified
- Author
- affaan-m
- Source
- github.com/affaan-m/ecc/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/regex-vs-llm-structured-text
- Licence
- MIT
Notice
« regex-vs-llm-structured-text » (affaan-m, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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