mplsjohnnycage/chatgpt-langextract-sprite

v0.1.4

API-key-free ChatGPT inference for LangExtract using existing Fly Sprites MCP exec and a Sprite-side tool dispatcher; no second MCP server.

GitHub

document-processor

REQUIRED deterministic input preparation for source-grounded LangExtract Sprite jobs.

extraction-reasoner

REQUIRED active ChatGPT inference procedure for native LangExtract prompt batches.

orchestrator

REQUIRED operating procedure for LangExtract extraction on YOUR_AUTHORIZED_SPRITE via active ChatGPT reasoning and the existing Fly Sprites MCP. Execute for every matching request, including continuations.

validation-recovery

REQUIRED fail-closed validation, recovery, and completion checks for LangExtract Sprite jobs.