OpenClaw isn't a replacement for your IDE or Claude Code. But for developers, it fills a specific gap: the AI layer for everything around the code — task tracking, GitHub automation, cross-tool workflows, and persistent context across a project.
Here's how to use it effectively.
Set Up Your SOUL.md for Development
Before anything else, tune your SOUL.md for a developer context:
# Dev Assistant
## Context
- I'm a software developer working primarily in [TypeScript/Python/Go/etc.]
- Current projects: [list your main repos or projects]
- Stack: [your primary tools, frameworks, cloud provider]
- GitHub handle: [your GitHub username]
## Coding Preferences
- Always show code with proper syntax highlighting hints
- Default to [your preferred language] for code examples unless I specify otherwise
- When reviewing code, lead with the most critical issue, not the most minor
- Don't suggest refactors unless I ask — focus on the specific problem
## Dev Workflow
- I use [GitHub/GitLab/Bitbucket] for version control
- My primary dev machine: [machine identifier if running locally]
- Staging environment: [staging URL or description]
## Communication
- Keep explanations short; I'd rather see code than read prose
- Use numbered steps for multi-step instructions
GitHub Integration Setup
Connect OpenClaw to GitHub with a personal access token:
- GitHub → Settings → Developer settings → Personal access tokens → Tokens (classic)
- Create a token with scopes:
repo,issues,pull_requests - Add it to OpenClaw's GitHub integration config:
integrations:
github:
token: "ghp_your-token-here"
default_owner: "your-username"
default_repo: "your-main-repo"
Now you can interact with GitHub via chat.
Developer Prompt Templates
Instant Bug Triage
Bug report:
[paste error message or description]
Repository: [repo name]
Branch: [branch name]
Give me:
1. Most likely cause (1 sentence)
2. What to check first
3. Draft GitHub issue title and body
Code Review via Chat
Review this code for:
1. Correctness issues or bugs
2. Security concerns
3. Performance problems
Code:
[paste code]
Be specific. Line references if possible.
PR Summary Request
Summarise the changes in this PR: [GitHub PR URL]
Format as:
- What changed (2-3 sentences)
- Why it matters
- Any concerns or questions I should raise
Commit Message Generator
Generate a conventional commit message for these changes:
[describe or paste diff summary]
Use format: type(scope): description
Types: feat, fix, docs, style, refactor, test, chore
Architecture Decision
I'm deciding between [option A] and [option B] for [specific problem in my project].
Context: [brief project context]
Compare them on:
- Implementation complexity for my stack
- Long-term maintenance
- Performance implications
- Which you'd recommend and why
Automating Dev Workflows
Daily Stand-up From Memory
Based on our recent conversations about [project name], draft my daily stand-up:
- What I did yesterday
- What I'm doing today
- Any blockers
Keep each to one sentence.
Automated Issue Filing Workflow
Set up a OpenClaw skill that triggers when you send a message starting with "bug:":
skills:
- name: "file-bug"
trigger: "^bug:"
steps:
- action: "extract_bug_info"
prompt: "Extract title, description, and steps to reproduce from: {message}"
- action: "github.create_issue"
params:
title: "{extracted.title}"
body: "{extracted.description}"
labels: ["bug"]
- action: "reply"
message: "Filed issue #{issue_number}: {issue_url}"
Test Result Monitoring
If you've given OpenClaw shell access to your CI machine:
Every time I ask "test status", run: cd /path/to/project && npm test 2>&1 | tail -20
Return only: pass/fail count and any failing test names.
Getting Code Help on Mobile
One of OpenClaw's genuine advantages: you can get code help via WhatsApp when you're away from your computer.
Effective patterns for mobile code questions:
Quick syntax check — TypeScript:
Does this type signature look right?
(type MyFunc = (id: string) => Promise<User | null>)
Regex help:
I need a regex that matches email addresses but rejects addresses with + in the local part.
Give me the pattern and a one-line explanation.
Explain this error:
"TypeError: Cannot read properties of undefined (reading 'map')"
I'm in a React component rendering a list from an API response.
Most likely cause?
Building a Custom Dev Skill
OpenClaw's skill system lets you create custom workflows. A simple example — a "deploy check" skill that queries your CI/CD status:
// skills/deploy-check.js
module.exports = {
name: 'deploy-check',
description: 'Check current deployment status',
triggers: ['deploy status', 'is prod deployed', 'check deploy'],
async execute(context) {
const response = await fetch('https://api.yourci.com/status', {
headers: { 'Authorization': `Bearer ${process.env.CI_TOKEN}` }
});
const status = await response.json();
return `Deployment status: ${status.environment} — ${status.status}
Last deploy: ${status.lastDeploy}
Version: ${status.version}`;
}
};
Register it in config.yml and you can check deploy status from WhatsApp.
Long-Term Project Memory
OpenClaw's memory is especially useful across a development project:
Remember this architectural decision: we chose [choice] over [alternative]
because [reason]. This affects all future work on [module/feature].
Update the project context for [project name]:
we've migrated from [old tech] to [new tech] as of today.
Later, when you ask "why did we use X here?", OpenClaw will have the answer.
Related reading: