Automatizando todo o fluxo de trabalho de desenvolvimento com Claude Code
Exemplos reais de automação do seu fluxo de trabalho de desenvolvimento, da criação de Issue até o merge de PR usando Claude Code.
Claude Code can automate not just one-off tasks but your entire development workflow. This article shows real examples for automating the path from issue creation to PR merge.
The Target Workflow
A typical development flow consists of these steps:
- Read an issue
- Create a branch
- Implement
- Write tests
- Open a PR
- Apply review feedback
- Merge
We’ll chain these together with Claude Code.
Step 1: From Issue to Implementation
Pass a GitHub issue number and Claude Code creates the branch, implements, and writes tests in one go.
#!/bin/bash
ISSUE_NUMBER=$1
claude -p "
Fetch GitHub Issue #${ISSUE_NUMBER} via the gh CLI and understand the content.
Then do the following:
1. Create branch issue/${ISSUE_NUMBER}-fix
2. Edit the necessary files to implement
3. Write tests (vitest)
4. Run npm test and ensure all tests pass
5. git add && git commit -m 'fix: #${ISSUE_NUMBER} ...'
"
./auto-fix.sh 123 is now all you need to fix issue #123.
Step 2: Automated PR Creation
Once implementation is done, let Claude Code create the PR too.
claude -p "
Use gh pr create to open the PR.
Auto-generate the title and body from the changes.
The body should include:
- Change summary
- List of modified files
- Test results
- Notes for reviewers
Finally open it with gh pr view --web.
"
A PR following your template is generated automatically.
Step 3: Self-Review Automation
Once the PR exists, run a self-review.
PR_NUMBER=$1
gh pr diff $PR_NUMBER | claude -p "
Review this PR for:
1. Possible bugs
2. Security risks
3. Performance concerns
4. Naming and readability
5. Test coverage
If issues exist, attach severity (high/medium/low) and post via gh pr review.
"
Self-reviews reduce the burden on human reviewers.
Step 4: CI/CD Integration
Combined with GitHub Actions, reviews run automatically on PR creation.
name: Claude Auto Review
on:
pull_request:
types: [opened, synchronize]
jobs:
review:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Install Claude Code
run: npm install -g @anthropic-ai/claude-code
- name: Run review
env:
ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
gh pr diff ${{ github.event.pull_request.number }} | \
claude -p "Review this PR and flag any issues"
See Claude Code Hooks Guide for related setup.
Step 5: Post-Merge Cleanup
Cleanup of branches and related issues can be automated too.
claude -p "
PR #${PR_NUMBER} has been merged. Do the following:
1. Delete the local branch (git branch -d)
2. Delete the remote branch (git push origin --delete)
3. Close any related issues (gh issue close)
4. Append the merged content to CHANGELOG.md
"
Full Automation Script
Here’s auto-dev.sh that ties it all together.
#!/bin/bash
set -e
ISSUE=$1
if [ -z "$ISSUE" ]; then
echo "Usage: ./auto-dev.sh <issue-number>"
exit 1
fi
# 1. Create branch
git checkout -b "issue/${ISSUE}-fix"
# 2. Implement
claude -p "Implement Issue #${ISSUE} and write tests"
# 3. Run tests
npm test
# 4. Commit
git add -A
claude -p "Generate a git commit message from the changes and commit"
# 5. Push
git push -u origin HEAD
# 6. Open PR
claude -p "Open a PR via gh pr create"
# 7. Self-review
PR=$(gh pr view --json number -q .number)
gh pr diff $PR | claude -p "Self-review and flag any issues"
echo "✅ Automation complete! PR: $(gh pr view --web)"
Now ./auto-dev.sh 123 handles everything from branch creation to PR.
Caveats
1. Don’t over-automate
Auto-merging is dangerous. Always have a human review and let humans decide on merges.
2. Maintain test coverage
Auto-implemented code can only be verified by tests. Including auto-test generation, keep coverage above 80%.
3. Have a rollback path
You need to be able to roll back fast if something breaks. Keep commits small to make git revert easy.
Conclusion
- Claude Code can automate from issue creation to PR merge
- Combined with GitHub Actions, it integrates into a full CI/CD pipeline
- Don’t over-automate; keep humans in the review/merge loop
- Coverage and rollback paths give you safe operation
Combined with CI/CD Setup Guide and Subagent Patterns, you can build even more powerful workflows. See the Anthropic Claude Code docs for more.
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Sobre o autor
Masa
Engenheiro apaixonado por Claude Code. Mantém o claudecode-lab.com, uma mídia tech em 10 idiomas com mais de 2.000 páginas.
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