Controls LLM output with regexes and grammars for validated JSON and XML generation.
npx skills add https://github.com/wwwillott/jobnimbus --skill guidance-wwwillott
Please help me install this Agent Skill. Skill: guidance Source: https://github.com/wwwillott/jobnimbus/tree/main/optional-skills/mlops/guidance Command: npx skills add https://github.com/wwwillott/jobnimbus --skill guidance-wwwillott
This skill enables precise control over LLM outputs by applying regular expressions and context-free grammars to enforce structure, validation, and format in generated content.
Generate a constrained JSON payload containing a name and email field where the email matches a basic regex.
High-intent search queries and answers about installing and using this skill.
This skill applies regex constraints to enforce structure, validation, and format in generated content, guaranteeing valid results for specific fields like emails or custom textual patterns.
Grammar-based generation enforces nested JSON, XML, and domain-specific formats by constraining the LLM during decoding. This guarantees structured, valid payloads without relying on post-generation parsing or error correction.
Context-free grammar generation controls LLM decoding by applying grammatical rules to enforce nested structures. It guarantees valid JSON, XML, and domain-specific formats during generation rather than validating after the fact.
Yes, regex constraints and grammar-based generation are applied across local and cloud backends. This ensures robust, reusable prompts and strict output formats regardless of your deployment environment.
Token healing is a technique used during constrained generation to fix boundary token issues, ensuring regex and grammar constraints apply smoothly. It supports multi-step workflows and robust, reusable guidance functions.
Use grammar-based constraints for multi-step AI workflows and complex nested formats like JSON or XML to guarantee valid results at generation time, avoiding the fragility and extra overhead of post-generation validation.
ovachieverConstrain LLM outputs to valid JSON, XML, and code using regex and grammar constraints.
MesferAliGenerate valid JSON, XML, and code using regex and grammars.
Supporter09Constrain LLM output generation with regex and grammars for structured formats.
samuelmukotiGenerate JSON, XML, and code outputs validated against Pydantic schemas.
