Agent skill · product strategy · aiskillstore
agent-creator
Creates specialized AI agents with optimized system prompts using the official 4-phase SOP methodology from Desktop .claude-flow, combined with evidence-based prompting techniques and Claude Agent SDK implementation. Use this skill when creating production-ready agents for specific domains, workflows, or tasks requiring consistent high-quality performance with deeply embedded domain knowledge.
Why this skill is useful
Adds a comprehensive framework for creating specialized AI agents, including detailed methodologies and validation processes that enhance agent performance.
What it needs
About 10k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Agent Creator - Enhanced with 4-Phase SOP Methodology This skill provides the official comprehensive framework for creating specialized AI agents, integrating the proven 4-phase methodology from Desktop .claude-flow with Claude Agent SDK implementation and evidence-based prompting techniques. When to Use This Skill Use agent-creator for: Creating project-specialized agents with deeply embedded domain knowledge Building agents for recurring tasks requiring consistent behavior Rewriting existing agents to optimize performance Creating multi-agent workflows with sequential or parallel coordination Agents that will integrate with MCP servers and Claude Flow The 4-Phase Agent Creation Methodology Source: Desktop .claude-flow/ official SOP documentation Total Time: 2.5-4 hours per agent (first-time), 1.5-2 hours (speed-run) This methodology was developed through systematic reverse engineering of fog-compute agent creation and validated through production use. Phase 1: Initial Analysis & Intent Decoding (30-60 minutes) Objective: Deep domain understanding through systematic research, not assumptions. Activities: 1. Domain Breakdown What problem does this agent solve? What are the key challenges in this domain? What patterns do human experts use? What are common failure modes? 2. Technology Stack Mapping What tools, frameworks, libraries are used? What file types, formats, protocols? What integrations or APIs? What configuration patterns? 3. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/agent-creator