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Agent Run Supervisor

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PyPI CI codecov Python License: MIT

A local-first supervisor for external coding AGENTs.
One unprivileged daemon, one process per run, redacted and auditable local evidence.


Contents

What it is · How it works · Requirements · Install · Upgrade · Uninstall · Run arsd · Use from Python · ACP protocol support · Supported agents · Required agent runtimes · Guarantees and boundaries · Development · Contributing · License

What it is

Anything that drives an external coding AGENT rebuilds the same plumbing: launching and babysitting the agent process, deciding what it may touch, reading a stream of protocol events, classifying how the run ended, and scrubbing secrets before anything reaches disk. Written ad-hoc, every caller grows its own subtly unsafe copy.

Agent Run Supervisor (ARS) factors that into one independent local layer. Your application submits a run — which agent profile, which model, which workspace, which prompt. ARS admits the request, launches exactly one supervised agent process, mediates every permission request under a default-deny policy, normalizes agent output into ordered events, classifies a supervisor-owned status, and writes redacted artifacts with restrictive permissions.

You get auditable evidence instead of process-lifecycle code — enough to answer what did the agent try to do, what was it allowed to do, and how did it actually end?

ARS reports technical supervision facts only. The business verdict stays yours.

How it works

A trusted local caller submits over the arsd Unix-domain socket; arsd authenticates the peer and admits the request; ars-core runs one RunTask over Native ACP against a registered external AGENT; normalized events, status, and redacted local artifacts come back

The whole path is local:

  1. Your application connects to arsd, the small unprivileged supervisor daemon.
  2. arsd listens on a Unix-domain socket — a 0600 socket inside a 0700 directory. No TCP, no root, no public ingress.
  3. The peer is authenticated, then the request is admitted. arsd reads peer credentials from the socket and maps them to a principal, then admits the request against your caller-owned request_id, which doubles as the idempotency key. Runs and sessions are owner-scoped: only their owner can query, stream, cancel, or close them.
  4. ars-core executes the work. One in-process RunTask owns one supervised agent process and one Native ACP connection, driven by an immutable run spec frozen at admission.
  5. The agent is a registered external process launched from a closed profile — no arbitrary command, argv, or environment passthrough from the wire.

Back over the same socket you get normalized, seq-ordered events and a supervisor-owned status, plus redacted local artifacts on disk.

Four authority layers

Nothing merges launch semantics with deployment facts:

Layer Owner Freezes
AgentProfile / AdapterContract code (registry) launch shape, ACP protocol and capabilities, selectors, permission/config/session semantics
Agent Registration (optional) operator which agent a conformance profile is instantiated as — only selecting inside or narrowing what the contract already declared
Runtime Binding operator which CLI artifact is installed, at which immutable path, version, and digest
ResolvedLaunchSpec one run the sealed launch and runtime identity, hashed before spawn

A caller chooses none of them. Admission reads the Binding exactly once per run and seals the result; spawn, finalization, and reconciliation never re-read it.

Two protocols, two different 1s

ARS sits between two independently versioned protocols. Both currently say 1, and they are not the same 1:

  • ACP Protocol v1 — the downstream Agent Client Protocol, spoken over stdio JSON-RPC between ARS and the agent process.
  • arsd API v1 — the upstream ARS-owned wire between your application and arsd. Every frame carries api_version; an unknown version is rejected rather than guessed.

An ACP change is an agent-compatibility fact, an arsd API change is a caller-compatibility fact, and neither implies the other.

Design detail: docs/design/architecture.md.

Requirements

Need Requirement
Runtime Python ≥ 3.11. The package itself has zero third-party runtime dependencies.
Driving a real agent The native extra, which pins the official ACP client library (agent-client-protocol==0.11.1). A base install imports fine and fails only when the SDK is actually used.
Running arsd Linux with a POSIX user session for the AF_UNIX socket, plus a supervisor root, a Runtime Binding root, and at least one caller mapping you supply.
Crash containment A user-level service manager cgroup and a CPython build with pidfd support.
Running an agent The agent runtime installed and pinned locally, plus a promoted Binding generation for its profile. See Required agent runtimes.

Install

From PyPI:

# base install
pip install agent-run-supervisor

# recommended: with the ACP client library needed to drive a real agent
pip install 'agent-run-supervisor[native]'

With uv:

uv pip install 'agent-run-supervisor[native]'

From a source checkout — the way to get the test suite, fixtures, and dev tooling:

git clone https://github.com/jovijovi/agent-run-supervisor.git
cd agent-run-supervisor

# runnable immediately: the runtime is standard library only
PYTHONPATH=src python3 -m agent_run_supervisor doctor

# or an editable install
pip install -e '.[dev,native]'

Nothing in ARS launches an agent implicitly. doctor, replay, --print-service-unit, and runtime-binding inspect-run are read-only and start no agent process.

Upgrade

pip install --upgrade 'agent-run-supervisor[native]'

Check what is installed:

python3 -c "import agent_run_supervisor as a; print(a.__version__)"

A new package version never restarts a running daemon and never touches operator storage. Restarting arsd after an upgrade is your decision.

Two upgrades change operator inputs and fail closed rather than guessing:

Upgrade What changed What you do
→ 0.5.1 Daemon mode and --print-service-unit require --binding-root. Re-render and reconfigure the service unit before restarting; an older unit fails closed.
→ 0.5.2 The Binding root became profile-scoped. A single root-level active.json is refused with LEGACY_BINDING_LAYOUT; a missing profile subtree with PROFILE_BINDING_ABSENT. Move each generation to profiles/<profile-id>/generations/<generation-id>/, delete the root-level active.json, then run runtime-binding promote once per profile.

ARS never migrates operator storage on your behalf. Full history: CHANGELOG.md.

Uninstall

pip uninstall agent-run-supervisor

Removing the package leaves your local state and operator storage untouched. Clean up in this order, keeping only what you still need:

# 1. stop and remove the user service, under whatever name you installed it as
systemctl --user disable --now <your-unit>.service
rm -f ~/.config/systemd/user/<your-unit>.service
systemctl --user daemon-reload

# 2. review local artifacts before deleting anything — dry-run by default
agent-run-supervisor cleanup --help

# 3. remove the supervisor root (evidence, sessions, socket directory)
rm -rf <supervisor-root>        # user-service default: ~/.local/share/agent-run-supervisor

# 4. remove build artifacts and caches from a checkout
make clean

The Runtime Binding root and the installed agent artifacts are operator-owned and outside ARS. Remove them separately and deliberately.

Run arsd

arsd is a module entry point, not a console script:

# options and boundaries (read-only)
python3 -m agent_run_supervisor.arsd --help

# render a user-scope systemd unit to stdout and exit.
# pure text: no privilege check, no reconciliation, no socket bind — nothing is
# installed, enabled, or started. --binding-root is required here too, so a
# rendered unit can never silently omit it; the path is argv data, not accessed.
python3 -m agent_run_supervisor.arsd \
  --binding-root <binding-root> \
  --print-service-unit

# start the daemon
python3 -m agent_run_supervisor.arsd \
  --supervisor-root <supervisor-root> \
  --binding-root <binding-root> \
  --caller-mapping <UID>:<principal_id>:<owner>:<namespace>

From a checkout without installing, prefix with PYTHONPATH=src.

Daemon mode requires --supervisor-root, --binding-root, and at least one --caller-mappingzero mappings refuse to listen — and refuses to start as root. --socket defaults to $XDG_RUNTIME_DIR/agent-run-supervisor/arsd.sock, falling back to <supervisor-root>/arsd/arsd.sock. --max-concurrent-runs, --max-connections, and --log-level bound the rest.

Caller mappings, socket paths, and the Binding root are deployment values. Keep them in a mode-0600 unit file, never in a repository.

On restart the daemon reconciles durable facts only: a run that may have been dispatched without a trustworthy terminal result ends unknown / quarantined / retryable=false, and is never re-prompted.

The Runtime Binding

--binding-root points at the operator-owned Runtime Binding, the deployment half of a run. The source contract owns launch and compatibility semantics; the Binding owns which CLI artifact is installed, at which immutable path, version, and digest, plus any config-root value the profile declared. A Binding never declares a command, argv, env key, adapter, capability, or selector.

ARS opens the Binding root read-only, exactly once per run, and never creates, writes, or promotes it. Every profile refuses admission fail-closed until an operator has prepared an immutable artifact root the daemon's own UID cannot rewrite and promoted a generation for that profile — so a freshly started daemon with no promoted Binding runs nothing.

One daemon takes one root, which carries one independently promotable selection per profile:

<binding-root>/
└── profiles/<profile-id>/
    ├── active.json                        # regular file, atomically replaced — never a symlink
    └── generations/<generation-id>/
        └── manifest.json                  # immutable once written

The operator authors these directories; ARS creates nothing here and writes only active.json. Promoting or rolling back one profile replaces one file inside that profile's own subtree, so it cannot disable, overwrite, or race another profile's selection.

The operator surface is a separate CLI, and each generation command acts on exactly one profile:

agent-run-supervisor runtime-binding validate    --binding-root <root> --profile <id> --generation <gen>
agent-run-supervisor runtime-binding promote     --binding-root <root> --profile <id> --generation <gen>
agent-run-supervisor runtime-binding rollback    --binding-root <root> --profile <id> --generation <gen>
agent-run-supervisor runtime-binding inspect-run --run-dir <native-run-dir>

For a profile instantiated per Agent Registration, add --agent <agent-id>; it is required for such a profile and refused for any other.

There is no --force: a generation that does not validate is never promoted. Nothing here installs an artifact, edits a unit file, escalates privilege, or restarts the daemon. Promotion takes effect on the next run and never re-points a run that is already sealed.

Use from Python

ArsdClient is the supported caller boundary: explicitly connected, context-managed, never silently reconnecting, never replaying a request.

from agent_run_supervisor.arsd.client import ArsdClient

socket_path = "<XDG_RUNTIME_DIR>/agent-run-supervisor/arsd.sock"

with ArsdClient(socket_path) as client:
    client.server_info()                      # protocol/version handshake facts

    ack = client.submit(                      # caller-owned request_id = idempotency key
        request_id="my-caller-request-id",
        payload={
            "request": {...},                 # versioned AgentRunRequest (see below)
            "prompt_text": "Summarize the diff in plain language.",
            "workspace_root": "/path/to/bound/workspace",
        },
    )
    run_id = ack["run_id"]

    client.run_status(run_id)                          # accepted → progress → one terminal result
    client.run_events(run_id, from_seq=0, limit=100)   # bounded, seq-ordered page
    client.run_cancel(run_id)                          # cooperative; never rewrites a terminal fact

    client.session_list()                     # owner-scoped session inventory
    client.session_status("my-session-id")
    client.session_close("my-session-id")

Live tailing — follow=True returns a context-managed subscription of event frames:

with ArsdClient(socket_path) as client:
    with client.run_events(run_id, from_seq=0, follow=True) as stream:
        for frame in stream:
            ...

The request object is a versioned AgentRunRequest: owner / namespace, profile_id, the session-reuse choice, requested_model / requested_effort, input references, the frozen execution_grant reference and hashes, credential references, and limits. A profile instantiated per Agent Registration also takes agent_id; naming one for any other profile is refused.

It never carries shell text, argv, environment values, executable paths, or credential material — those fields do not exist on the wire.

Errors are typed and fail closed. Client exceptions carry a stable code (for example PEER_UID_DENIED, OWNER_MISMATCH, IDEMPOTENCY_CONFLICT, CAPACITY_EXHAUSTED); server-side message text is never echoed back into an exception.

ACP protocol support

ARS speaks ACP Protocol v1 (protocolVersion: 1) over stdio JSON-RPC, using the official Python client library agent-client-protocol, pinned to 0.11.1 by the native extra.

Every registered profile freezes ACP protocol version 1 in its contract. A live agent that reports anything else fails the run at initialize, before any prompt is dispatched. Every profile also requires the loadSession capability, because same-session continuity uses a real session/load on an unchanged external session ID — silently creating a new session is a failure, never a fallback.

Before any prompt, one connection must complete initializesession/new or session/load → discovery → set model → rediscovery → set effort → exact readback. A missing capability, an unadvertised value, or an inexact readback produces zero turns and no prompt.

A profile id that names an ACP generation — standard-native-acp-v1 — freezes exactly that protocol major. A future v2 would be a separate profile, registration, Binding, and session domain, never a revision of this one.

Supported agents

A profile is a closed, versioned, code-registered launch and compatibility contract. Submit every literal below verbatim.

profile_id Agent Launch requested_model requested_effort
opencode-native-acp OpenCode direct ACP kimi-for-coding/k3 low / high / max (default max)
codex-acp-1.1.7 Codex, via its official ACP adapter wrapped ACP gpt-5.6-sol max
claude-agent-acp-0.63.0 Claude, via its official ACP adapter wrapped ACP claude-fable-5[1m], opus[1m] (default) max
standard-native-acp-v1 any ACP-v1-conforming direct-ACP agent direct ACP per Agent Registration per Agent Registration

standard-native-acp-v1 is on main and not in a published release yet (see the Unreleased section of CHANGELOG.md). It freezes ACP-v1 conformance only and freezes no agent identity. Making a real agent runnable through it is an operator sequence — install the artifact, run zero-prompt ACP discovery, run the code-owned version probe, run the mandatory denied-action mediation canary, author a registration, then validate and promote a generation.

The literals come from two different namespaces. profile_id is ARS registry input, matched exactly at admission. Model and effort literals are live ACP values that the agent advertises and must read back exactly. Neither is interchangeable with the selector names a vendor's own CLI accepts — that is a third namespace.

A profile_id is not a CLI version. It identifies a closed launch and compatibility contract. Which downstream CLI build is deployed — path, version, digest — is a Runtime Binding fact owned by the operator, which is why a profile id carrying an adapter version pins the adapter contract, not the agent CLI you installed. This is also why speaking generic ACP does not remove the need for profiles: ACP standardizes the wire, not the launch, the selector names, the permission semantics, or the literals a given agent will actually accept and read back.

Required agent runtimes

ARS launches agents; it does not ship or install them. Each profile needs its runtime installed under a root-owned immutable prefix that the arsd UID cannot rewrite, and a promoted Binding generation. The source-frozen prefix is /opt/agent-run-supervisor/artifacts/.

Wrapped-ACP profiles: Codex and Claude

Both wrapped profiles run through an ARS-controlled Node interpreter and an official npm ACP adapter. The contract source-freezes the interpreter and the adapter package closure — install root, whole-tree digest, contained entry, and the --no-global-search-paths interpreter prefix that closes Node's out-of-closure module search. All of it is re-proven at the spawn boundary.

Dependency Pinned identity Frozen location
Node interpreter v24.14.0, launched with --no-global-search-paths /opt/agent-run-supervisor/artifacts/node/v24.14.0/bin/node
@agentclientprotocol/codex-acp 1.1.7 /opt/agent-run-supervisor/artifacts/adapters/codex-acp/1.1.7
@agentclientprotocol/claude-agent-acp 0.63.0 /opt/agent-run-supervisor/artifacts/adapters/claude-agent-acp/0.63.0

Each adapter entry resolves inside its own install root:

<install root>/node_modules/@agentclientprotocol/<package>/dist/index.js

The downstream CLI each adapter drives is a Binding fact, not a source constant:

Profile Binding slot Env key the adapter honours
codex-acp-1.1.7 downstream_cli (package tree) CODEX_PATH
codex-acp-1.1.7 codex_home (config root, credentials) CODEX_HOME
claude-agent-acp-0.63.0 downstream_cli (package tree) CLAUDE_CODE_EXECUTABLE

Claude manages its own credential storage, which ARS neither stages nor inspects, so its admission requires zero caller credential references. Codex binds its credential root through codex_home.

Direct-ACP profiles: OpenCode and standard-native

A direct-ACP agent has no separate adapter — the deployed executable is both the agent CLI and the ACP implementation — so its whole executable closure is bound through the Binding's agent_cli slot. OpenCode additionally declares the kimi-for-coding credential slot; slot names only, never values.

An adapter or CLI version bump is never a silent swap: it moves the frozen artifact identity, which means a contract revision, and every Binding generation accepted under the old contract fails closed.

Guarantees and boundaries

What ARS guarantees

  • Supervisor, not business judge. Protocol or process completion is never a business verdict; business_verdict is always null and belongs to the caller.
  • Default-deny, caller-frozen permissions. The caller freezes the execution grant; ARS enforces it and never widens or refreshes it. Registered workspace-internal reads may be allowed; write, terminal, execute, and unknown operations are denied. Every decision produces redacted mediation evidence.
  • Auditable by default. Runs produce deterministic, redacted artifacts with restrictive permissions: 0700 directories, 0600 files, atomic final writes.
  • Fail closed on uncertainty. Invalid input, protocol drift, denied permissions, timeouts, and untrustworthy recovery resolve to deterministic non-success states rather than a guess. Nothing auto-retries, replays, or resumes a prompt that may already have been dispatched.
  • Local and unprivileged. A 0600 socket in a 0700 directory, peer-credential authentication against an explicit caller policy, and no root.

What ARS is not

  • Not a sandbox. This is cooperative-agent policy mediation, not OS-level isolation, not hostile-process containment, and not multi-tenancy.
  • Not a crash-containment mechanism by itself. Production expects a user-level service manager cgroup (Restart=on-failure, KillMode=control-group) so killing the daemon kills every agent descendant.
  • Not an ingress, a gateway, or a chat integration. No public ingress, no message delivery, no agent-to-agent routing. Those belong to the caller and its platform.

Development

The primary path uses uv; the root Makefile wraps the common commands.

make sync      # uv sync --locked --extra dev --extra release --extra native
make verify    # full local gate (same as CI)
make build     # sdist/wheel + twine check
make clean     # remove build artifacts, caches, local scratch data
make help      # list all targets

Equivalent without Make:

uv sync --locked --extra dev --extra release --extra native
./scripts/verify_local.sh

make verify / ./scripts/verify_local.sh is the single local gate — tests, read-only CLI smoke, docs index checks, a static safety scan, and package checks. It is what CI runs, and it is documented in docs/roadmap/verification.md.

Coverage, matching CI:

uv run pytest --cov --cov-branch --cov-report=term-missing

The suite covers the Native ACP core and the arsd daemon — protocol framing, peer authentication and ownership, admission and idempotency, reconciliation, the client round-trip — against a hermetic fake agent and temporary sockets. Suites needing a real agent runtime are opt-in, skipped by default, and never run in CI.

pip fallback (without uv):

pip install -e '.[dev,release,native]'
python3 -m pytest -q

Contributing

Issues and pull requests are welcome.

  1. Read the authority chain first. Documentation precedes code here: GOAL.mddocs/product/prd.mddocs/design/architecture.mddocs/design/technical-solution.mddocs/roadmap/features.mddocs/roadmap/current-status.md. docs/roadmap/non-approvals.md records what is explicitly out of scope. Anything under docs/archive/ is cold history and never current authority.
  2. Branch from main with a short-lived task branch: feat/, fix/, docs/, or cicd/.
  3. Write the test first for any behavior change, and keep the runtime standard-library only unless the change is explicitly approved to add a dependency.
  4. Run the gate: make verify must be green before you open a PR.
  5. Use Conventional Commits, and explain why the change exists rather than restating the diff.
  6. Never commit secrets — no API keys, tokens, cookies, real UID mappings, socket paths, or other deployment values. Use [REDACTED] in documentation and examples.

A PR should state its summary, the source-of-truth docs it touches, its roadmap impact, a test plan with commands and results, and a secret-safety statement. Full process: docs/AI_FLOW.md.

License

© the agent-run-supervisor authors. Released under the MIT license — see LICENSE.

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