few-shot-architect

name	few-shot-architect
description	Professional Few Shot Architect skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
category	ai-ml
tags	["ai","llm","machine-learning","prompt-engineering"]
complexity	advanced
risk	low
compatibility	["claude-code","antigravity","gemini-cli","cursor","copilot","codex-cli","autohand","kiro"]
source	antigravity-official
version	1.0.0
date_added	2026-07-10
last_updated	2026-07-10

Few Shot Architect

Purpose

Manage and implement Few Shot Architect requirements efficiently within enterprise applications.

Core Concepts

Detailed operational framework for Few Shot Architect:

1️⃣ Overview and Strategy

Understanding boundaries, rules, and best practices for the few-shot-architect feature domain.

2️⃣ Code Implementation Reference

# LLM completion caller
response = llm.generate(
    prompt="Explain topic step by step.",
    temperature=0.0
)

3️⃣ Checklist & Validation Rules

• Integration validation checklist completed.
• Code conventions and naming rules followed.
• Strict type safety constraints verified.
• Security standards checked.

Outputs

1. System integration pattern definitions.
2. Code templates and examples.
3. Test validation checklists.