Constrain LLM outputs with regex patterns, grammars, and guided workflows.
npx skills add https://github.com/xiaoquqi/hermes-agent-skills --skill guidance-xiaoquqi
Please help me install this Agent Skill. Skill: guidance Source: https://github.com/xiaoquqi/hermes-agent-skills/tree/main/mlops/inference/guidance Command: npx skills add https://github.com/xiaoquqi/hermes-agent-skills --skill guidance-xiaoquqi
Constraint-heavy generation to produce valid, structured outputs (JSON/XML/code) while minimizing post-processing and retries.
Install Guidance, then define a constrained generation workflow using regex or grammars to produce a guaranteed structured output.
High-intent search queries and answers about installing and using this skill.
To constrain LLM outputs for valid JSON and XML, apply grammar-based generation and regex patterns to enforce predefined schemas. This guarantees structured output correctness while minimizing post-processing and retries.
Token healing is a constrained generation technique that automatically fixes token boundaries to prevent spacing issues. It improves output quality by correcting tokenization artifacts during the LLM generation process.
Yes, you can apply regex constraints to enforce specific formats for dates, emails, IDs, and other fields during data extraction. This ensures LLM outputs adhere to required formats for form validation tasks.
Build multi-step workflows using Pythonic control flow to orchestrate complex prompting sequences and validations. This enables end-to-end constrained pipelines for multi-step decision workflows in software engineering.
Constrained generation integrates with Guidance backends to enforce structured formats across both local and API environments. This ensures outputs adhere to predefined schemas regardless of the backend used.
To stop invalid JSON and code generation, apply grammar-based constraints that provide correctness guarantees for structured outputs. This prevents malformed generation by enforcing valid syntax during the process.
manutejAutomate constrained LLM generation with grammar-like constraints and typed placeholders.
maxvaegaParse and validate JSON data against schemas and JSONPath queries.
JKhyroConstrain LLM generation to produce valid JSON, XML, and code outputs.
musical-basicsConstrain LLM output with regex and grammar rules for valid JSON, XML, and code.
