instructor
reference corpus · status live · domain AI (AI, prompts and agents) · lane A · refresh pinned · tags GLOBAL · STRUCTURED-OUTPUT · LLM · PYDANTIC · FUNCTION-CALLING
What an agent uses it for
An agent extracting typed/structured data from LLM calls queries this for instructor's Pydantic response-model patterns, retries, and validation hooks.
curl -fsSLO https://raw.githubusercontent.com/xerj-org/xerj/corpus-hub/tools/xerj-code/hub/instructor.jsonxerj corpus add --from ./instructor.jsonxerj corpus index instructor then xerj code instructor "your question"Needs the xerj CLI and a local node running; the copy prompt covers both, checks each step, and shows how to stop only the node you started. No shell: the MCP tool xerj_code_search with corpus: "instructor", once the corpus is indexed on the node.
Sources and pins
| source | pin | licence | size | review note |
|---|---|---|---|---|
| instructor | 035c77b7b04d | MIT | 73.8 MB / 1,043 files | Read LICENSE: MIT, Copyright (c) 2023 Jason Liu; single licence file, no secondary carve-out; active repo. Clean. |
73.8 MB across 1,043 files. Added 2026-10-13.
Rights
MIT. Redistribution permitted with attribution per the licence review. The review block records a human opening each licence file at the pin. Detector output is a hint, never the verdict.
Retrieval spot-check (G7)
Not yet spot-checked. Queries are pre-registered in the registry before grading.