VS Code-native AI engineering workflow system for microservices, libraries, and backend systems.
Project description
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
- One runtime dependency: PyYAML
Building blocks
| Artifact type | Purpose | Typical invocation |
|---|---|---|
| Agents | Main operating interface for role-based work | @product, @tester |
| Skills | Reusable task procedures | /verify, /security |
| Instructions | Baseline policy and repository guardrails | auto-loaded by context |
| Prompts | Reusable prompt artifacts where direct prompting is useful | explicit prompt use |
Prompt catalog
Prompts are .prompt.md files installed to .github/prompts/. Invoke them via the
VS Code command palette (Chat: Run Prompt File) or the Copilot Chat attach button.
| Prompt | Purpose |
|---|---|
api-design-review |
Review an API design or OpenAPI spec for correctness |
architecture-risk |
Identify architectural risks and mitigation priorities |
code-review |
Review a change for bugs, regressions, and missing tests |
dependency-audit |
Audit dependencies for vulnerabilities and licence risks |
incident-timeline |
Build an evidence-based incident timeline and post-mortem |
migration-safety |
Review DB migration safety, rollback, and zero-downtime |
release-readiness |
Evaluate release readiness from reports and open blockers |
Quickstart — fresh install
Install with pipx, then install vstack artifacts into your repository:
# Install the CLI once, globally
pipx install vstack
# Move to your repository root and run install — no --target needed
cd /path/to/your/project
vstack install # seeds .vstack/config.yaml and generates .github/ in the current directory
vstack validate # confirm no errors
When you omit --target, vstack uses the current working directory. The equivalent
explicit form is vstack install --target /path/to/your/project.
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
Quick upgrade
Patch or minor version (e.g. v3.1 → v3.2, same major)
Docs paths never change within a major version. Only .github/ artifacts are updated.
pipx upgrade vstack
cd /path/to/your/project
vstack init # idempotent — safe to run in CI
Major version (e.g. v2 → v3)
Docs paths may change on a major version bump. Run vstack migrate before vstack init.
pipx upgrade vstack
cd /path/to/your/project
vstack migrate # moves docs files to their new paths (auto-detects installed version)
vstack init # regenerates .github/ artifacts
# Only if you see "Legacy manifest schema detected" in the output above:
vstack manifest upgrade
vstack init
Preview the docs moves without touching any files:
vstack migrate --dry-run
For upgrades spanning multiple major versions (e.g. v1 → v3), vstack migrate chains
all intermediate steps automatically. Use --from and --to to specify the range
explicitly if auto-detection from the manifest fails:
vstack migrate --from 1 --to 3
vstack init
Force reinstall (overwrite local edits)
vstack install --force # overwrite all managed artifacts
vstack install --force-name agent/engineer # overwrite one specific artifact
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
# Run from your repository root (--target defaults to the current directory)
vstack install
vstack init
vstack migrate
vstack manifest verify
vstack manifest status
vstack manifest upgrade
# Or specify a path explicitly
vstack install --target /path/to/your/project
Common usage patterns
Repository-scoped install (recommended for teams):
# Move to your repository root and install there
cd /path/to/your/project
vstack install
# Or specify a path explicitly from any directory
vstack install --target /path/to/your/project
Profile-wide install (optional defaults for all projects):
vstack install --global
vstack install is the first-run command: it seeds .vstack/config.yaml in your project (never overwrites), then generates .github/ artifacts from templates. vstack init re-runs generation idempotently — safe to use in CI after upgrading vstack.
By default, vstack install preserves existing unmanaged files and local edits to tracked files by comparing the current file contents with the SHA-256 checksum recorded in .vstack/vstack.json. Use --adopt-name <name> to start tracking one existing unmanaged file without overwriting it. vstack uninstall also preserves locally modified tracked files unless you explicitly pass --force or --force-name <name>. Use vstack manifest status --target ... (or vstack status --target ...) to see what still matches the manifest. If a legacy manifest schema is detected, run vstack manifest upgrade --target ... first.
To skip artifact types or individual artifacts you do not need, edit .vstack/config.yaml:
exclude:
skills:
- terraform
- helm
instructions: all # skip the entire type
If you already have agents, skills, or other files in .github/, run a dry-run first to see what would be preserved before committing:
# Run from your repository root
vstack install --dry-run
The summary lists preserved files as type/name selectors (e.g. agent/engineer). Resolve each conflict with --force-name type/name to overwrite, --adopt-name type/name to take ownership without overwriting, or --force to overwrite everything.
Fast troubleshooting
- Command not found after install: ensure your
pipxbinary path is inPATH - Validation error: rerun
vstack installfrom your repository root 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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