Individual skill

agent-designer

Use when designing a multi-agent system (supervisor, swarm, pipeline), writing agent tool schemas, or reading agent run logs for cost, latency or failure bottlenecks. Not for Claude Code workflow files (workflow-builder).

engineering/skills/agent-designer/SKILL.md

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Repository stars (not skill ratings): 29,490
Repository last updated: Nov 5, 2026
License: MIT

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agentic-ai Repository topic
anthropic-claude Repository topic
claude-ai Repository topic
claude-code Repository topic
claude-skills Repository topic
claude-code-skills Repository topic
ai-coding-agent Repository topic
claude-code-plugins Repository topic
developer-tools Repository topic
openai-codex Repository topic
operations Derived category
writing Derived category

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README.mddoc · 12,511 bytes
SKILL.mdcore · 3,941 bytes
SKILL.mdcore · 3,941 bytes
SKILL.mdcore · 3,941 bytes
SKILL.mdcore · 3,941 bytes
agent_evaluator.pyruns · 53,536 bytes
agent_planner.pyruns · 38,868 bytes
assets/sample_execution_logs.jsonasset · 15,847 bytes
assets/sample_system_requirements.jsonasset · 2,292 bytes
assets/sample_tool_descriptions.jsonasset · 16,116 bytes
expected_outputs/sample_agent_architecture.jsonasset · 13,933 bytes
expected_outputs/sample_evaluation_report.jsonasset · 15,336 bytes
expected_outputs/sample_tool_schemas.jsonasset · 11,988 bytes
references/agent_architecture_patterns.mddoc · 9,876 bytes
references/evaluation_methodology.mddoc · 20,476 bytes
references/tool_design_best_practices.mddoc · 13,718 bytes
tool_schema_generator.pyruns · 37,813 bytes

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# Agent Designer — Multi-Agent System Architecture

Design, schema-generate, and evaluate multi-agent systems with three deterministic tools. The scripts are the workflow — do not freehand an architecture when the planner can score one from requirements.

## When to use

- Designing a new multi-agent system from requirements (pattern choice, roles, comms)
- Generating provider-ready tool schemas (Anthropic + OpenAI formats) from plain tool descriptions
- Evaluating execution logs: success rate, latency distribution, cost, bottlenecks

**When NOT to use:** Claude Code Workflow-tool automations → `workflow-builder`; single-agent workflow scaffolds → `agent-workflow-designer`; multi-agent fan-out at runtime → `agenthub`.

## Pattern decision table