rubric

by tomnio · AI Tool · ★ 88

About rubric

Rubric Schema-first structured extraction from LLMs. You define a Zod schema. Rubric puts that schema on the request, pulls JSON out of the reply, validates it, and reasks with the error until the value conforms — or retries run out. For documents longer than the context window, splits the text, extracts per chunk, and merges — measured to recover 100% of planted entities at a 0% duplicate rate where a single call over the same document returns nothing (benchmarks). does not patch the SDK. The original client is unchanged.

anthropicdata-extractiondocument-processingllmopenaischema-validationstructured-outputtypescriptzod

Quick Facts

Stars88
Forks6
LanguageTypeScript
CategoryAI Tool
LicenseMIT
Quality Score64.3741297085231/100
Last Updated2026-09-28
Created2026-09-08
Platformsnode
Est. Tokens~20k

Compatible Skills

These tools work well together with rubric for enhanced workflows:

  • zenrows-mcp — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
  • zod-to-openai-tool — semantic(0.23)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
  • nutrient-document-engine-mcp-server — semantic(0.23)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
  • nutrient-dws-mcp-server — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • Pare — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)

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Frequently Asked Questions

What is rubric?

rubric is Schema-first structured extraction from LLMs — validated JSON from one call or a 150-page document.. It is categorized as a AI Tool with 88 GitHub stars.

What programming language is rubric written in?

rubric is primarily written in TypeScript. It covers topics such as anthropic, data-extraction, document-processing.

How do I install or use rubric?

You can find installation instructions and usage details in the rubric GitHub repository at github.com/tomnio/rubric. The project has 88 stars and 6 forks, indicating an active community.

What license does rubric use?

rubric is released under the MIT license, making it free to use and modify according to the license terms.

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