home/productivity/prompt-contract-classification

Prompt Contract Classification

GPTClaudeDeepSeek··1,128 copies·updated 2026-07-14
prompt-contract-classification.prompt
# Prompt Contract: Primary taxonomy classification

A Prompt Contract defines the interface for a single LLM call. It is a component of the Class Interface Contract for Runtime AI systems.

**System:** Document Classification Agent (Worked Example)
**LLM call name / identifier:** `primary_taxonomy_classification`
**Model version validated against:** `claude-sonnet-4-6`
**Date:** 2026-04-05
**Author:** ai-orchestrator-framework contributors
**Status:** Draft

**Related:** `class-interface-contract.md`, `../gate-2.md`, `../adr/ADR-001-model-selection.md`

---

## Purpose

What problem-class operation does this LLM call perform? State this in terms of the Problem Class Definition from Gate 0, not in terms of the model or prompt.

when to use it

Community prompt sourced from the open-source GitHub repo nbarari/ai-orchestrator (MIT). A "Prompt Contract Classification" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.

tags

productivitycommunitydeveloper

source

nbarari/ai-orchestrator · MIT