refly-tutorial

layout	default
title	Refly Tutorial
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format_version	v2

Refly Tutorial: Build Deterministic Agent Skills and Ship Them Across APIs and Claude Code

Learn how to use refly-ai/refly to turn vibe workflows into reusable, versioned agent skills that can run via API, webhook, and CLI integrations.

Why This Track Matters

refly represents a fast-moving direction in agentic tooling: converting ad-hoc workflow logic into governed, reusable capability assets.

This track focuses on:

• deploying and running Refly with a reliable local baseline
• understanding the architecture behind skills, workflow runtime, and delivery paths
• integrating through API, webhook, and CLI for real production usage
• operating and contributing with stronger governance and observability

Current Snapshot (auto-updated)

• repository: refly-ai/refly
• stars: about 7.1k
• latest release: v1.1.0 (published 2026-02-02)

Mental Model

flowchart LR
    A[Business intent] --> B[Workflow and skill construction]
    B --> C[Deterministic runtime execution]
    C --> D[Delivery paths: API, webhook, CLI]
    D --> E[Claude Code and app integrations]
    E --> F[Governance and continuous improvement]

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Chapter Guide

Chapter	Key Question	Outcome
01 - Getting Started	How do I get Refly running quickly?	Working local baseline
02 - Architecture and Component Topology	How are API, web, and packages organized?	System-level understanding
03 - Workflow Construction and Deterministic Runtime	How do I build reliable executable workflows?	Better workflow design
04 - API and Webhook Integrations	How do I integrate Refly into external systems?	Production-ready integration path
05 - Refly CLI and Claude Code Skill Export	How does CLI-driven workflow orchestration work?	Repeatable automation interface
06 - Observability, Deployment, and Operations	How do I operate Refly beyond a demo?	Operational runbook baseline
07 - Troubleshooting, Safety, and Cost Controls	How do I debug failures and reduce risk?	Reliability and guardrail playbook
08 - Contribution Workflow and Governance	How do teams contribute effectively?	Contributor readiness

What You Will Learn

• how to build and run deterministic workflows in Refly
• how to connect Refly to APIs, webhooks, and agent runtimes
• how to use CLI workflows for structured automation and debugging
• how to operate and evolve Refly in team or production contexts

Source References

• Refly Repository
• README
• API Guide (OpenAPI)
• Webhook Guide
• Contributing Guide

Related Tutorials

• Dyad Tutorial
• Bolt.diy Tutorial
• n8n AI Tutorial
• OpenCode Tutorial

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Start with Chapter 1: Getting Started.

Navigation & Backlinks

• Start Here: Chapter 1: Getting Started
• Back to Main Catalog
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Full Chapter Map

1. Chapter 1: Getting Started
2. Chapter 2: Architecture and Component Topology
3. Chapter 3: Workflow Construction and Deterministic Runtime
4. Chapter 4: API and Webhook Integrations
5. Chapter 5: Refly CLI and Claude Code Skill Export
6. Chapter 6: Observability, Deployment, and Operations
7. Chapter 7: Troubleshooting, Safety, and Cost Controls
8. Chapter 8: Contribution Workflow and Governance

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