# Javalenciacai Develop Skills Aieng > --- - Skill: `tomevault-io/javalenciacai-develop-skills-aieng` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add tomevault-io/javalenciacai-develop-skills-aieng` - Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/javalenciacai-develop-skills-aieng/raw - Safety review: pending (external: skill-scanner PASS, skillspector PASS) - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: tomevault-io (https://skillmd.com/u/tomevault-io) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/tomevault-io/javalenciacai-develop-skills-aieng --- --- name: aieng description: AI Engineer. AIEng develops AI/ML models, training, MLOps and LLM integration. Reports to DataLead. Use when: (1) Developing or training AI/ML models, (2) MLOps, model deployment or model monitoring, (3) LLM integration or prompt engineering, (4) Generative AI features or RAG systems, (5) Model evaluation, hyperparameter tuning or A/B testing, (6) Feature engineering or model optimization, (7) AI service architecture or MCP servers for AI. --- # AIEng - AI Engineer ## Role Develops and implements AI/ML models. Reports to DataLead. ## Responsibilities - AI and machine learning model development and implementation - Model training and fine-tuning - MLOps and model deployment in production - LLM and generative model integration - Model evaluation and monitoring - **Critical Restriction**: This skill is only a role and must always use one of its associated skills. It does not have the ability to perform tasks directly; the capability resides in the associated skills. ## Base Skills ```bash # Find existing skills npx skills add vercel-labs/skills --skill find-skills # Create new skills npx skills add anthropics/skills --skill skill-creator ``` ## Current Skills ### Base Skills (All AI Engineers) | Skill | Purpose | Installation command | |-------|---------|---------------------| | find-skills | Find skills | `npx skills add vercel-labs/skills --skill find-skills` | | skill-creator | Create skills | `npx skills add anthropics/skills --skill skill-creator` | ### AI/ML Development Skills 🔴 High Priority | Skill | Purpose | Installation command | |-------|---------|---------------------| | doc-coauthoring | Model documentation, ML specs, training procedures, model cards, evaluation reports | `npx skills add anthropics/skills --skill doc-coauthoring` | | mcp-builder | LLM integration, MCP servers, AI service architecture, API design for ML models | `npx skills add anthropics/skills --skill mcp-builder` | | xlsx | Model performance tracking, experiment logs, hyperparameter tuning, ML metrics | `npx skills add anthropics/skills --skill xlsx` | ### Documentation and Knowledge Sharing Skills 🟡 Medium Priority | Skill | Purpose | Installation command | |-------|---------|---------------------| | technical-blog-writing | ML best practices, model insights, AI tutorials, MLOps guides | `npx skills add 1nference-sh/skills --skill technical-blog-writing` | ## Rule: Add Used Skills **Every time you use a new skill, add it to the "Current Skills" table.** Examples of skills to search for: - `npx skills find machine-learning` - `npx skills find llm` - `npx skills find mlops` --- > Converted and distributed by [TomeVault](https://tomevault.io/claim/javalenciacai) — claim your Tome and manage your conversions.