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Agent Workflow Designer

Designs production-grade multi-agent pipelines with clear pattern choice, handoff contracts, failure handling, and cost controls.

AutomationIntermediate★ 24,151⑂ 3,405AI score 7/10Last updated: Aug 9, 2026

What it does

Helps you architect multi-step LLM/agent pipelines instead of improvising them.

  • Pattern selection: sequential (strict dependency chain), parallel (fan-out/fan-in), router (intent dispatch with fallback), orchestrator (planner coordinating specialists), evaluator (generator + quality-gate loop).
  • Config scaffolding: scripts/workflow_scaffolder.py emits a workflow skeleton you can iterate on.
  • Handoff contracts: explicit, bounded payload fields per edge so context doesn't balloon.
  • Reliability & cost: retries, timeouts, output validation gates, and per-step budget limits baked into the design.

Who it's for

  • Engineers whose task is too complex for a single prompt.
  • Anyone deciding between single-agent and multi-agent approaches.
  • Teams refactoring a workflow suffering from context bloat, flaky handoffs, or runaway cost.
  • Architects who want a deterministic structure documented before implementation.

Examples

  1. Content pipeline: python3 scripts/workflow_scaffolder.py sequential --name content-pipeline to scaffold research → draft → edit → review.
  2. Incident triage: orchestrator --name incident-triage --output workflows/incident-triage.json to generate a planner that coordinates log-analysis, impact-scoring, and remediation agents.
  3. Workflow refactor: describe a 5-step flow that forwards full upstream context each step, and the skill redesigns it around targeted artifacts plus timeout/budget policies.

· · · Install guide · · ·

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the .gemini/skills/agent-workflow-designer folder from the GitHub repo alirezarezvani/claude-skills into my ~/.claude/skills/agent-workflow-designer/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/alirezarezvani/claude-skills.git && mkdir -p ~/.claude/skills && cp -r claude-skills/.gemini/skills/agent-workflow-designer ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open your terminal.
  2. Clone the repository: git clone https://github.com/alirezarezvani/claude-skills.git
  3. Create the skills directory: mkdir -p ~/.claude/skills
  4. Copy the whole skill folder (so scripts/ and references/ come along): cp -r claude-skills/.gemini/skills/agent-workflow-designer ~/.claude/skills/
  5. Verify ~/.claude/skills/agent-workflow-designer/ contains SKILL.md, scripts/, and references/.
  6. Make sure Python 3 is available: python3 --version
  7. Restart Claude Code and ask something like "design a multi-agent workflow for my pipeline" to trigger the skill.
View source on GitHub ↗License: MIT