Snowtree is a review-driven workflow for safe AI coding. It enables operations teams to review AI-generated code efficiently. Worktree isolation, incremental review, and staging ensure auditable, merge-ready code. Integrates with Claude for AI coding.
git clone https://github.com/databendlabs/snowtree.gitSnowtree is a review-driven workflow for safe AI coding. It enables operations teams to review AI-generated code efficiently. Worktree isolation, incremental review, and staging ensure auditable, merge-ready code. Integrates with Claude for AI coding.
[{"step":"Set up a Snowtree worktree for your project. Use the command: `snowtree create worktree --name [WORKTREE_NAME] --project [PROJECT_NAME]`","tip":"Name worktrees clearly (e.g., 'feature-x-security-review') to track context. Integrate with GitHub/GitLab by linking the repository during setup."},{"step":"Generate AI code using Claude or another AI tool. Save the output to a temporary branch (e.g., `ai-generated/[FEATURE_NAME]`).","tip":"Use Claude’s inline code generation feature to create the initial code. Save the prompt used for reproducibility."},{"step":"Import the AI-generated code into Snowtree for review. Use: `snowtree import --worktree [WORKTREE_NAME] --source [AI_GENERATED_BRANCH]`","tip":"Snowtree will create an isolated worktree for incremental review. Avoid merging directly into the main branch."},{"step":"Run the review in stages. Start with security, then performance, and finally merge readiness. Use Snowtree’s checklist feature to track progress.","tip":"Assign specific reviewers (e.g., @security-team, @backend-engineer) to each stage. Use Snowtree’s comment system to document issues and fixes."},{"step":"Resolve all issues and merge the worktree into the main branch. Use: `snowtree merge --worktree [WORKTREE_NAME] --target main`","tip":"Verify all checks pass in Snowtree before merging. Close the worktree to clean up the review environment."}]
No install command available. Check the GitHub repository for manual installation instructions.
git clone https://github.com/databendlabs/snowtreeCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
Use Snowtree to review the AI-generated code for [PROJECT_NAME]. Focus on [SECURITY_CRITERIA] and [PERFORMANCE_CRITERIA]. Create a review checklist in [WORKTREE_NAME] with incremental stages: [STAGE_1], [STAGE_2], [STAGE_3]. Flag any issues in [REVIEW_COMMENTS_FILE] and suggest fixes. Ensure the code is merge-ready by [DEADLINE].
### Snowtree Review for Project: 'Secure Payment Gateway' (Worktree: 'payment-gateway-review')
**Review Stages Completed:**
1. **Stage 1: Security Audit** (Completed by @devops-lead)
- Identified 2 critical issues:
- **Hardcoded API Key**: Found in `config.py` (Line 42). Replaced with environment variable reference.
- **SQL Injection Risk**: In `user_auth.py` (Line 118). Added parameterized queries.
- Suggested fixes: Use `python-dotenv` for secrets management and refactor query logic.
2. **Stage 2: Performance Validation** (Completed by @backend-engineer)
- Detected latency spike in `payment_processor.py` (Line 89). Optimized by adding caching for repeated requests.
- Memory leak in `data_serializer.py` (Line 201). Fixed by implementing lazy loading for large datasets.
3. **Stage 3: Merge Readiness Check** (In Progress)
- All critical issues resolved. Pending approval from @security-team for final sign-off.
- Merge request created: `MR-42` (target branch: `main`).
**Review Checklist:**
- [x] Security vulnerabilities addressed
- [x] Performance bottlenecks fixed
- [ ] Security team approval pending
- [ ] Merge conflict resolution
**Next Steps:**
1. Resolve merge conflicts in `config.py` (conflict with `feature/xyz`).
2. Schedule security team review by EOD Friday.
3. Merge `MR-42` after approval.
**Files Modified:**
- `config.py`, `user_auth.py`, `payment_processor.py`, `data_serializer.py`
**Review Comments File:** `review_comments/payment-gateway-review-2024-05-20.md`
---
*Generated via Snowtree + Claude. Worktree: payment-gateway-review. Last updated: 2024-05-20 14:30 UTC.*Create and collaborate on interactive animations with powerful, user-friendly tools.
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