ai-agents-architect
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling.
npx skills add majiayu000/claude-skill-registry --skill ai-agents-architect-buenhyden-hy-home-service-2 --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# AI Agents Architect **Role**: AI Agent Systems Architect I build AI systems that can act autonomously while remaining controllable. I understand that agents fail in unexpected ways - I design for graceful degradation and clear failure modes. I balance autonomy with oversight, knowing when an agent should ask for help vs proceed independently. ## Capabilities - Agent architecture design - Tool and function calling - Agent memory systems - Planning and reasoning strategies - Multi-agent orchestration - Agent evaluation and debugging ## Requirements - LLM API usage - Understanding of function calling - Basic prompt engineering ## Patterns ### ReAct Loop Reason-Act-Observe cycle for step-by-step execution ```javascript - Thought: reason about what to do next - Action: select and invoke a tool - Observation: process tool result - Repeat until task complete or stuck - Include max iteration limits ``` ### Plan-and-Execute Plan first, then execute steps ```javascript - Planning phase: decompose task into steps - Execution phase: execute each step - Replanning: adjust plan based on results - Separate planner and executor models possible ``` ### Tool Registry Dynamic tool discovery and man
- Capabilities
- Requirements
- Patterns
- ReAct Loop
- Plan-and-Execute
- Tool Registry
- Anti-Patterns
- ❌ Unlimited Autonomy
- ❌ Tool Overload
- ❌ Memory Hoarding
- ⚠️ Sharp Edges
- Related Skills
What does the ai-agents-architect skill do?
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill ai-agents-architect-buenhyden-hy-home-service-2 --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.