A Word of Honesty
OpenClaw is a new frontier. It exploded from a niche project to 195K+ GitHub stars in months. That means:
- Best practices are still forming. What works today may change next month.
- Nobody has it fully optimized. Including the person who wrote this curriculum — their own OpenClaw is still a work in progress.
- The ecosystem is noisy. There's a lot of hype, affiliate-driven content, and outdated tutorials. The resources below are vetted for quality and honesty.
Treat everything — including this curriculum — as a starting point, not a final answer.
How to Evaluate a Tutorial
Before following any guide you find online, run it through this quick checklist:
- Does it show real terminal output (not just slides or screenshots)?
- Is it dated within the last 3 months? OpenClaw moves fast.
- Does it use the current Docker install method?
- Does the creator respond to comments and corrections?
- Is the primary goal to teach — or to sell you a paid course?
If a tutorial fails more than one of these checks, look for a better source.
Vetted YouTube Channels
VelvetShark
Why: A maintainer of the OpenClaw codebase who publishes honest, detailed guides based on daily use.
- OpenClaw after 50 days: 20 real workflows (honest review) — companion prompts for every workflow shown
- Memory Masterclass — deep dive on how memory actually works (and what was broken before v2026.2.23)
- Multi-model routing guide — cut API costs 50–80% with one config change
Trustworthy because: Shows real configs, admits limitations, fixes bugs in the project.
FreeCodeCamp
Why: Long-form, beginner-friendly tutorial on OpenClaw fundamentals.
- Published on the FreeCodeCamp YouTube channel
- Covers installation through first conversations
Trustworthy because: FreeCodeCamp has a decade-long track record of quality free education with no affiliate pressure.
Every.to — Claw School
Why: Comprehensive written guide for beginners.
- Claw School — structured learning path covering concepts, not just commands
Trustworthy because: Thoughtful publication focused on understanding, not clicks.
Community Resources
Official OpenClaw Discord
Free. The most active community for real-time help.
- Channels for troubleshooting, config sharing, and feature requests
- The dev team is active here
- Join via the invite link on openclaw.ai
r/openclaw (Reddit)
Free. Broader discussions, use case ideas, and experience reports.
- Good for "has anyone tried X?" questions
- Quality varies — use your judgment and the evaluation checklist above
GitHub Discussions
github.com/openclaw/openclaw/discussions
- Feature requests, bug reports, and technical discussions
- Best place for issues that might be bugs
Official Documentation
docs.openclaw.ai — the canonical reference.
Channels to Be Cautious About
Without naming names, be skeptical of:
- Videos that promise "10x productivity" or "replace your entire team"
- Tutorials that don't show their actual config or terminal
- Content primarily promoting paid courses or affiliate links
- Anything from before January 2026 — OpenClaw has changed dramatically
When You're Done
- Subscribed to at least VelvetShark for ongoing OpenClaw content
- Joined the OpenClaw Discord
- Bookmarked the official docs
- Understand that this is a new frontier — expect to learn and adjust continuously