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Coverage areas:
- Crypto / Web3 / DeFi / Trading bots
- Feishu / DingTalk / Enterprise WeChat
- Business systems (freelance ops, performance eng, legal docs)
- Document templates / PPT design / OCR
- Email / CRM / Customer service
- Financial analytics / Stock trading
- AI tools / Agent collaboration / Model management
2026-05-05 16:03:12 +00:00
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Agent Engineering — Complete AI Agent System Design & Operations

Build production AI agents that actually work. Not demos. Not toys. Real systems that run 24/7, handle edge cases, and compound value over time.

What This Skill Does

Complete methodology for the entire agent lifecycle:

  • Architecture Design — Agent purpose, autonomy levels, personality, architecture patterns (solo → swarm)
  • Memory Systems — 5-layer memory architecture, templates, maintenance protocols
  • Workspace Generation — Production-ready SOUL.md, AGENTS.md, IDENTITY.md, USER.md, HEARTBEAT.md templates
  • Multi-Agent Teams — Role matrix, communication protocols, task lifecycle, quality gates
  • Safety & Guardrails — 5-layer safety architecture, circuit breakers, incident response
  • Operational Excellence — Cron design, heartbeat strategy, performance metrics, scaling patterns
  • Advanced Patterns — Agent economies, consensus mechanisms, self-improving agents, disaster recovery
  • Testing — 15 acceptance test scenarios, integration tests, 100-point quality rubric

Install

clawhub install afrexai-agent-engineering

Quick Start

"Design a new agent for [your purpose]"

The skill walks you through:

  1. Agent brief (purpose, autonomy, personality)
  2. Workspace file generation (all 6 core files)
  3. Safety guardrails setup
  4. Acceptance testing
  5. Deployment and monitoring

Who This Is For

  • Solo builders wanting a production-quality personal assistant
  • Teams building multi-agent workflows for business operations
  • Agencies deploying agent systems for clients
  • Anyone who's tired of agents that break in production

Level Up

This skill gives you the methodology. Want pre-built, battle-tested agent configurations for specific industries?

AfrexAI Context Packs ($47 each) include complete agent configs, industry-specific prompts, and operational playbooks:

👉 Browse all 10 packs →

🔗 More Free Skills by AfrexAI

See all 50+ AfrexAI skills →


Built by AfrexAI — AI that compounds. 🖤💛