ai-engineering-toolkit

6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.

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---
name: ai-engineering-toolkit
description: "6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching."
category: data-ai
risk: offensive
source: community
date_added: "2026-03-15"
author: viliawang-pm
tags: [prompt-engineering, rag, security, evaluation, ai-engineering, llm]
tools: [claude, cursor, gemini, copilot]
---

# AI En
How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/ai-engineering-toolkit.md \
  https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/ai-engineering-toolkit/SKILL.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/sickn33/antigravity-awesome-skills

Then reference at skills/ai-engineering-toolkit/SKILL.md

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