Make workspace shell reads usable as direct chat-model input without changing the PTY or cursor model. This adds optional plain rendering and idle-window batching across CLI, SDK, and MCP while keeping raw reads backward-compatible. Implement the rendering and wait-for-idle logic in the manager layer so the existing guest/backend shell transport stays unchanged. The new helper strips ANSI and other terminal control noise, handles carriage-return overwrite and backspace, and preserves raw cursor semantics even when plain output is requested. Refresh the stable shell docs/examples to recommend --plain --wait-for-idle-ms 300, mark the 3.5.0 roadmap milestone done, and bump the package/catalog version to 3.5.0. Validation: uv lock; UV_CACHE_DIR=.uv-cache make check; UV_CACHE_DIR=.uv-cache make dist-check; real guest-backed Firecracker smoke covering shell open/write/read with ANSI plus delayed output.
12 KiB
Install
Support Matrix
Supported today:
- Linux x86_64
- Python 3.12+
uv/dev/kvm
Optional for outbound guest networking:
ipnftoriptables- privilege to create TAP devices and configure NAT
Not supported today:
- macOS
- Windows
- Linux hosts without working KVM at
/dev/kvm
If you do not already have uv, install it first:
python -m pip install uv
Use these command forms consistently:
- published package without install:
uvx --from pyro-mcp pyro ... - installed package:
pyro ... - source checkout:
uv run pyro ...
Fastest Evaluation Path
Use either of these equivalent evaluator paths:
# Package without install
uvx --from pyro-mcp pyro doctor
uvx --from pyro-mcp pyro env list
uvx --from pyro-mcp pyro env pull debian:12
uvx --from pyro-mcp pyro run debian:12 -- git --version
# Already installed
pyro doctor
pyro env list
pyro env pull debian:12
pyro run debian:12 -- git --version
If you are running from a repo checkout instead, replace pyro with uv run pyro.
After that one-shot proof works, continue into the stable workspace path with pyro workspace ....
1. Check the host first
uvx --from pyro-mcp pyro doctor
Expected success signals:
Platform: linux-x86_64
Runtime: PASS
KVM: exists=yes readable=yes writable=yes
Environment cache: /home/you/.cache/pyro-mcp/environments
Capabilities: vm_boot=yes guest_exec=yes guest_network=yes
Networking: tun=yes ip_forward=yes
If Runtime: FAIL, stop here and use troubleshooting.md.
2. Inspect the catalog
uvx --from pyro-mcp pyro env list
Expected output:
Catalog version: 3.5.0
debian:12 [installed|not installed] Debian 12 environment with Git preinstalled for common agent workflows.
debian:12-base [installed|not installed] Minimal Debian 12 environment for shell and core Unix tooling.
debian:12-build [installed|not installed] Debian 12 environment with Git and common build tools preinstalled.
3. Pull the default environment
uvx --from pyro-mcp pyro env pull debian:12
The first pull downloads an OCI environment from public Docker Hub, requires outbound HTTPS
access to registry-1.docker.io, and needs local cache space for the guest image. See
host-requirements.md for the full host requirements.
Expected success signals:
[pull] phase=install environment=debian:12
[pull] phase=ready environment=debian:12
Pulled: debian:12
...
4. Run one command in a guest
uvx --from pyro-mcp pyro run debian:12 -- git --version
Expected success signals:
[run] phase=create environment=debian:12
[run] phase=start vm_id=...
[run] phase=execute vm_id=...
[run] environment=debian:12 execution_mode=guest_vsock exit_code=0 duration_ms=...
git version ...
The guest command output and the [run] ... summary are written to different streams, so they
may appear in either order in terminals or capture tools. Use --json if you need a
deterministic structured result.
If guest execution is unavailable, the command fails unless you explicitly pass
--allow-host-compat.
5. Continue into the stable workspace path
The commands below use plain pyro .... Run the same flow with uvx --from pyro-mcp pyro ...
for the published package, or uv run pyro ... from a source checkout.
uv tool install pyro-mcp
WORKSPACE_ID="$(pyro workspace create debian:12 --seed-path ./repo --name repro-fix --label issue=123 --json | python -c 'import json,sys; print(json.load(sys.stdin)["workspace_id"])')"
pyro workspace list
pyro workspace update "$WORKSPACE_ID" --label owner=codex
pyro workspace sync push "$WORKSPACE_ID" ./changes
pyro workspace file read "$WORKSPACE_ID" note.txt
pyro workspace patch apply "$WORKSPACE_ID" --patch "$(cat fix.patch)"
pyro workspace exec "$WORKSPACE_ID" -- cat note.txt
pyro workspace snapshot create "$WORKSPACE_ID" checkpoint
pyro workspace service start "$WORKSPACE_ID" web --ready-file .web-ready -- sh -lc 'touch .web-ready && while true; do sleep 60; done'
pyro workspace reset "$WORKSPACE_ID" --snapshot checkpoint
pyro workspace export "$WORKSPACE_ID" note.txt --output ./note.txt
pyro workspace delete "$WORKSPACE_ID"
This is the stable persistent-workspace contract:
workspace createseeds/workspaceworkspace create --name/--label,workspace list, andworkspace updatemake workspaces discoverableworkspace sync pushimports later host-side changesworkspace file *andworkspace patch applycover model-native text inspection and editsworkspace execandworkspace shell *keep work inside one sandboxworkspace service *manages long-running processes with typed readinessworkspace snapshot *andworkspace resetmake reset-over-repair explicitworkspace diffcompares against the immutable create-time baselineworkspace exportcopies results back to the hostworkspace stop|startandworkspace disk *add secondary stopped-workspace inspection and raw ext4 export
6. Optional demo proof point
uvx --from pyro-mcp pyro demo
pyro demo proves the one-shot create/start/exec/delete VM lifecycle works end to end.
Example output:
{
"cleanup": {
"deleted": true,
"reason": "post_exec_cleanup",
"vm_id": "..."
},
"command": "git --version",
"environment": "debian:12",
"execution_mode": "guest_vsock",
"exit_code": 0,
"stdout": "git version ...\n"
}
For a fuller copy-pasteable transcript, see first-run.md.
When you are done evaluating and want to remove stale cached environments, run pyro env prune.
Installed CLI
If you already installed the package, the same evaluator path works with plain pyro ...:
uv tool install pyro-mcp
pyro --version
pyro doctor
pyro env list
pyro env pull debian:12
pyro run debian:12 -- git --version
After the CLI path works, you can move on to:
- persistent workspaces:
pyro workspace create debian:12 --seed-path ./repo - workspace discovery metadata:
pyro workspace create debian:12 --name repro-fix --label issue=123 - workspace discovery commands:
pyro workspace listandpyro workspace update WORKSPACE_ID --label owner=codex - live workspace updates:
pyro workspace sync push WORKSPACE_ID ./changes - guest networking policy:
pyro workspace create debian:12 --network-policy egress - workspace secrets:
pyro workspace create debian:12 --secret API_TOKEN=expected --secret-file PIP_TOKEN=./token.txt - model-native file editing:
pyro workspace file read WORKSPACE_ID src/app.py,pyro workspace file write WORKSPACE_ID src/app.py --text 'print("hi")', andpyro workspace patch apply WORKSPACE_ID --patch "$(cat fix.patch)" - baseline diff:
pyro workspace diff WORKSPACE_ID - snapshots and reset:
pyro workspace snapshot create WORKSPACE_ID checkpointandpyro workspace reset WORKSPACE_ID --snapshot checkpoint - host export:
pyro workspace export WORKSPACE_ID note.txt --output ./note.txt - stopped-workspace inspection:
pyro workspace stop WORKSPACE_ID,pyro workspace disk list WORKSPACE_ID,pyro workspace disk read WORKSPACE_ID note.txt, andpyro workspace disk export WORKSPACE_ID --output ./workspace.ext4 - interactive shells:
pyro workspace shell open WORKSPACE_ID - long-running services:
pyro workspace service start WORKSPACE_ID app --ready-file .ready -- sh -lc 'touch .ready && while true; do sleep 60; done' - localhost-published ports:
pyro workspace create debian:12 --network-policy egress+published-portsandpyro workspace service start WORKSPACE_ID app --ready-http http://127.0.0.1:8080/ --publish 18080:8080 -- ./start-app - MCP:
pyro mcp serve --profile workspace-core - Python SDK:
from pyro_mcp import Pyro - Demos:
pyro demoorpyro demo --network
Stable Workspace
Use pyro workspace ... when you need repeated commands in one sandbox instead of one-shot pyro run.
pyro workspace create debian:12 --seed-path ./repo
pyro workspace create debian:12 --network-policy egress
pyro workspace create debian:12 --seed-path ./repo --secret API_TOKEN=expected
pyro workspace create debian:12 --network-policy egress+published-ports
pyro workspace sync push WORKSPACE_ID ./changes --dest src
pyro workspace file list WORKSPACE_ID src --recursive
pyro workspace file read WORKSPACE_ID src/note.txt
pyro workspace file write WORKSPACE_ID src/app.py --text 'print("hi")'
pyro workspace patch apply WORKSPACE_ID --patch "$(cat fix.patch)"
pyro workspace exec WORKSPACE_ID -- cat src/note.txt
pyro workspace exec WORKSPACE_ID --secret-env API_TOKEN -- sh -lc 'test "$API_TOKEN" = "expected"'
pyro workspace diff WORKSPACE_ID
pyro workspace snapshot create WORKSPACE_ID checkpoint
pyro workspace reset WORKSPACE_ID --snapshot checkpoint
pyro workspace reset WORKSPACE_ID
pyro workspace export WORKSPACE_ID src/note.txt --output ./note.txt
pyro workspace shell open WORKSPACE_ID --secret-env API_TOKEN
pyro workspace shell write WORKSPACE_ID SHELL_ID --input 'pwd'
pyro workspace shell read WORKSPACE_ID SHELL_ID --plain --wait-for-idle-ms 300
pyro workspace shell close WORKSPACE_ID SHELL_ID
pyro workspace service start WORKSPACE_ID web --secret-env API_TOKEN --ready-file .web-ready -- sh -lc 'touch .web-ready && while true; do sleep 60; done'
pyro workspace service start WORKSPACE_ID worker --ready-file .worker-ready -- sh -lc 'touch .worker-ready && while true; do sleep 60; done'
pyro workspace service start WORKSPACE_ID app --ready-http http://127.0.0.1:8080/ --publish 18080:8080 -- ./start-app
pyro workspace service list WORKSPACE_ID
pyro workspace service status WORKSPACE_ID web
pyro workspace service logs WORKSPACE_ID web --tail-lines 50
pyro workspace service stop WORKSPACE_ID web
pyro workspace service stop WORKSPACE_ID worker
pyro workspace stop WORKSPACE_ID
pyro workspace disk list WORKSPACE_ID
pyro workspace disk read WORKSPACE_ID src/note.txt
pyro workspace disk export WORKSPACE_ID --output ./workspace.ext4
pyro workspace start WORKSPACE_ID
pyro workspace logs WORKSPACE_ID
pyro workspace delete WORKSPACE_ID
Workspace commands default to the persistent /workspace directory inside the guest. If you need
the identifier programmatically, use --json and read the workspace_id field. Use --seed-path
when the workspace should start from a host directory or a local .tar / .tar.gz / .tgz
archive. Use pyro workspace sync push for later host-side changes to a started workspace. Sync
is non-atomic in 3.5.0; if it fails partway through, prefer pyro workspace reset to recover
from baseline or one named snapshot. Use pyro workspace diff to compare the current workspace
tree to its immutable create-time baseline, pyro workspace snapshot * to capture named
checkpoints, and pyro workspace export to copy one changed file or directory back to the host. Use
pyro workspace exec for one-shot commands and pyro workspace shell * when you need an
interactive PTY that survives across separate calls. Prefer
pyro workspace shell read --plain --wait-for-idle-ms 300 for chat-facing shell loops. Use pyro workspace service * when the
workspace needs long-running background processes with typed readiness probes. Service metadata and
logs stay outside /workspace, so the service runtime itself does not show up in workspace diff or
export results. Use --network-policy egress when the workspace needs outbound guest networking,
and --network-policy egress+published-ports plus workspace service start --publish when one
service must be reachable from the host on 127.0.0.1. Use --secret and --secret-file at
workspace creation when the sandbox needs private tokens or config, and
--secret-env SECRET_NAME[=ENV_VAR] when one exec, shell, or service call needs that secret as an
environment variable. Persisted secret files are available in the guest at
/run/pyro-secrets/<name>. Use pyro workspace stop plus pyro workspace disk list|read|export
when you need offline inspection or one raw ext4 copy from a stopped guest-backed workspace, then
pyro workspace start to resume it.
Contributor Clone
git lfs install
git clone <repo>
cd pyro
git lfs pull
make setup