VS Code-native AI engineering workflow system for microservices, libraries, and backend systems.
Project description
vstack
The VS Code-native AI workflow system for backend engineering.
vstack installs structured agents, skills, instructions, and prompts into .github/ so GitHub Copilot Agent Mode can run repeatable backend workflows with clear role boundaries.
It provides a fixed role model for end-to-end software delivery: product, architect, designer, engineer, tester, and release.
Best for
- Backend and API teams using GitHub Copilot Agent Mode in VS Code
- Repositories that want consistent planning, implementation, verification, and release flow
- Teams that want reusable AI workflows instead of one-off prompt crafting
What you get
- Fixed role model:
product,architect,designer,engineer,tester,release - Template-driven install model from
src/vstack/_templates/ - Backend-first verification, security, and release discipline
- Standard-library-only runtime dependencies
Quick start
Install with pipx, then install vstack artifacts into your repository:
pipx install vstack
vstack install --target /path/to/your/project
vstack validate
Run a first task in Copilot Agent Mode:
@tester /verify Check this repository and summarize findings
Expected result:
vstack validatereports no unresolved template tokens- Agent command returns a concrete verification summary for your repository
Why this helps
- Consistent role boundaries for planning, implementation, validation, and release
- Reusable skills and instructions instead of ad hoc prompts
- Better release hygiene with documented workflows and CI alignment
Core commands
vstack --version
vstack validate
vstack install --target /path/to/your/project
vstack verify --target /path/to/your/project
Common usage patterns
Repository-scoped install (recommended for teams):
vstack install --target /path/to/your/project
Profile-wide install (optional defaults for all projects):
vstack install --global
Fast troubleshooting
- Command not found after install: ensure your
pipxbinary path is inPATH - Validation error: rerun
vstack install --target ...and thenvstack validate - Agent results look generic: explicitly invoke a role (for example
@tester) before a skill
Full documentation
For complete documentation (including architecture details, workflow diagrams, and contributor guides), use GitHub:
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