msdev: portable connection Nodes and execution Envs (SSH + Docker + conda/venv/uv) for msModelSlim and NPU development; installs msdev and msdevd
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msdev
msdev exposes three capabilities: node (SSH + connection reuse),
env (shared execution context, shell, files), and exec (commands).
A Node owns SSH reachability and optional ControlMaster multiplexing. An Env
owns the full execution context: host or Docker runtime, conda/venv/uv layers,
optional setup script (root switch, proxy, etc.), command wrap, and static
env vars. Commands run over direct SSH (no remote msdevd).
The CLI is intentionally stateless: execution always names the env as the first
exec argument.
MCP is not part of the architecture.
Install
git clone https://gitcode.com/rookie_hongchuan/msdev.git
cd msdev
python3 -m pip install -e .
msdev --help
The package installs the msdev CLI.
Install the agent skill for Cursor and Claude Code, and sync SSH config:
msdev init
msdev init --scope project
msdev init -f
init registers Host aliases from ~/.ssh/config, prints added/removed
changes, and writes skills/msdev-cli/SKILL.md into ~/.cursor/skills/ and
~/.claude/skills/ (or into .cursor/ / .claude/ under the current
directory with --scope project). Outdated skill files prompt before
overwrite; use -f to force.
Windows client
The typical setup is a Windows laptop talking to Linux Nodes. Native
C:\Windows\System32\OpenSSH\ssh.exe does not support ControlMaster.
msdev therefore prefers Git for Windows OpenSSH when installed
(C:\Program Files\Git\usr\bin\ssh.exe), which does:
- auto-selects Git Bash
ssh/sftp/ssh-keygenover PATH / System32 OpenSSH; override withMSDEV_SSH/MSDEV_SFTP/MSDEV_SSH_KEYGEN; - enables ControlMaster when the resolved client is Git/MSYS OpenSSH (disable
with
MSDEV_SSH_CONTROL_MASTER=0, force with=1); - falls back to System32 OpenSSH without mux if Git is not installed;
- hides SSH console windows (
CREATE_NO_WINDOW) and kills local process trees withtaskkill /Ton timeout or cancel; - SSH is non-interactive:
BatchModeunless a password is supplied, host keys useaccept-new, and there is no password/passphrase/yes-no prompt. When a password is known, injects OpenSSHSSH_ASKPASSsonode connect(and later ssh/sftp) can authenticate without a TTY; the local public key is then installed on the Node so later logins are passwordless. The password is never written to the node registry.
Install with python -m pip install -e .. install-user.py writes
msdev.cmd under %USERPROFILE%\.local\bin.
Remote paths inside a Linux Env remain POSIX (/srv/...). Local env put/get
on Windows accept Windows absolute paths (C:\...).
Local exec on Windows wraps Conda with conda run and venvs with
Scripts\activate.bat (remote Linux Nodes still use POSIX sh/bash wrappers).
Nodes and execution environments
Use node connect as the single entry point: it writes ~/.ssh/config
when needed, registers the node, saves passwords, installs the local public
key, and opens an SSH ControlMaster when multiplexing is supported:
msdev node connect dev-122 --hostname 80.48.33.133 --user root --password PASSWORD
msdev node connect dev-122
msdev node bootstrap dev-122
msdev node sync-ssh
msdev node list --ssh
msdev node list
Connect writes or updates a dedicated Host <name> block in OpenSSH config.
The msdev registry stores the Host alias. User, port, keys, and proxy remain in
SSH config. node sync-ssh registers Host aliases that were added manually.
Connect atomically creates a same-named host Env on first use. There is no
remote agent binary to deploy. Use msdev node bootstrap NODE only to
re-check SSH readiness after connect problems.
Build optional static helpers before release or local testing:
bash file-helper/build-static.sh
Packaged artifacts live under src/msdev/helpers/ (gitignored until built).
Persistent OpenSSH masters are optional. All SSH from msdev is
non-interactive: host keys use accept-new, and password/passphrase prompts
are disabled. Supply --password on connect; it is saved to ~/.ssh/config
as # msdev Password ... and used to install the local public key
(~/.ssh/id_ed25519, generated if missing) so later connections can be
passwordless:
msdev node connect dev-122 --hostname 80.48.33.133 --user root --password PASSWORD
msdev node connect dev-122
msdev node connect dev-122 --identity FILE # choose which key to install
msdev node connect dev-122 --no-install-key # password only, do not copy key
msdev node disconnect dev-122
Nodes and Envs have separate private Markdown guides:
msdev node guide dev-122
msdev node guide dev-122 --write ./dev-122-guide.md
msdev env guide dev-122
msdev env guide dev-122 --write ./host-env-guide.md
Guides are stored under ~/.config/msdev/guides/nodes/ and
~/.config/msdev/guides/environments/. Node guides document how to
connect; Env guides document how to initialize shared context (setup).
Share a full local configuration (registry + guides) with:
msdev config export ./msdev-config.tar.gz
msdev config import ./msdev-config.tar.gz
msdev config import ./msdev-config.tar.gz --force # overwrite name conflicts
Bundles contain resources.json, both guide trees, and a manifest.json.
SSH keys and passwords are never exported.
msdev env add dev-122-root \
--node dev-122 \
--setup-file ./setup-root.sh \
--wrap sudo --wrap -n --wrap --
msdev env open dev-122-root
Open a human-operated interactive shell in an Env:
msdev env shell dev-122
msdev env shell dev-122 --cwd /srv/project
Agent automation should use msdev exec, not env shell.
File put, get, read, and write
Bulk transfer copies a local file into an Env filesystem, or fetches one back:
msdev env put dev-122 ./config.yaml /srv/project/config.yaml
msdev env get dev-122 /srv/project/config.yaml --output ./config.yaml
msdev env get dev-122 /srv/project/config.yaml > ./config.yaml
Editing uses content-oriented read/write. Paths inside the Env must be
absolute. Host Envs use direct filesystem copy locally and sftp/ssh
streams remotely. Docker Envs stage through the node with docker cp.
File bytes never pass through JSON RPC.
msdev env read dev-122 /srv/project/config.yaml
msdev env read dev-122 /srv/project/config.yaml --json
msdev env write dev-122 /srv/project/note.md --file /tmp/note.md
msdev env write dev-122 /srv/project/note.md < /tmp/note.md
msdev env write dev-122 /srv/project/note.md --file /tmp/note.md \
--expected-sha256 <digest>
Read before replacing an existing file. --expected-sha256 is compare-and-swap
replacement that refuses to overwrite a changed remote file.
Command execution
Commands execute synchronously and stream stdout and stderr to the terminal as they are produced. Cursor or Claude Code should use their native background terminal support for long jobs.
Pick one form:
| Scenario | Form |
|---|---|
| Simple one-liner | -c '…' |
| Quotes, pipes, multi-line | --file - + heredoc (see below) |
| Script on disk | --file ./script.sh |
Heredoc (<<'EOF') is a local-shell mechanism: it writes a multi-line
string to msdev's stdin when you pass --file -. Quote the delimiter
(<<'EOF') so $ and backticks are not expanded locally. msdev then runs the
body through a remote shell (sh -c), or via shebang if the body starts with
#!.
msdev exec dev-122 --file - <<'EOF'
python3 -c 'print("no local quoting")'
grep 'pattern' /var/log/app.log | tail -20
EOF
msdev exec dev-122 -c 'python3 train.py --config "path with spaces" | tee log.txt'
msdev exec dev-122 --file ./scripts/run.sh
Positional commands after -- are not supported. The env name is the first
argument after exec; use -c for inline strings or --file for script
content (path or - for stdin/heredoc). -c - is accepted but identical to
--file -; prefer --file - only.
Quoted pipelines and | tokens are executed through a remote POSIX shell
(sh -c), so they run on the Node instead of being treated as a single
executable name. On a Windows local Env they use cmd.exe /s /c. Prefer
sh -c '…' for complex scripts. Default streaming writes POSIX newlines as
CRLF on a Windows console so remote line output does not staircase; piped
CLI output keeps LF.
--timeout-seconds defaults to -1 (no deadline). Any positive finite duration
is also accepted. A positive timeout kills the local SSH/command process tree
and returns a timed-out result. Cancelling the local CLI closes the SSH
session (best-effort remote cancel).
--result-json selects captured, non-streaming execution and prints one
structured JSON result containing stdout and stderr.
Architecture
msdev CLI
-> typed core service
-> UnixRpcTransport (local subprocess) or SshRpcTransport
-> SSH ControlMaster (when supported) + direct remote command / SFTP
Remote command output is bounded. Node/Env registries use locked atomic updates.
Testing
python3 -m unittest discover -s tests -v
Feature work must include at least one actual scenario test on the real
control path (msdev CLI → service → SSH/SFTP → effect). Unit tests alone
are not sufficient.