instructor
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library
Packaged view
This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.
Install command
npx @skill-hub/cli install nousresearch-hermes-agent-instructor
Repository
Skill path: skills/mlops/inference/instructor
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library
Open repositoryBest for
Primary workflow: Analyze Data & AI.
Technical facets: Full Stack, Data / AI, Testing.
Target audience: Development teams looking for install-ready agent workflows..
License: Unknown.
Original source
Catalog source: SkillHub Club.
Repository owner: NousResearch.
This is still a mirrored public skill entry. Review the repository before installing into production workflows.
What it helps with
- Install instructor into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
- Review https://github.com/NousResearch/hermes-agent before adding instructor to shared team environments
- Use instructor for development workflows
Works across
Favorites: 0.
Sub-skills: 0.
Aggregator: No.