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Get Started Free →Spin up isolated sandboxes ("boxes") for coding agents, run them in parallel, queue background runs with -i, and push commits safely through the host relay. Use when the user wants to run Claude Code / Codex / OpenCode in a sandbox, start more boxes, attach to a running box, or otherwise operate the `agentbox` CLI on their laptop.
.claude/skills/hashgraph-online-agentbox-info/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | 159% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 251% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 286% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 107% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 262% | 0% |
<!-- agentbox-managed:v1 -->
You are operating on the user's host machine (laptop / dev workstation), not inside a box. Use the agentbox CLI to provision isolated sandboxes for coding agents and to attach to them.
If you find yourself inside a box (/workspace exists and AGENTBOX_RELAY_URL is set in the env), this is the wrong skill — use the in-box /agentbox-setup skill instead.
AgentBox spins up one isolated sandbox per agent run — a local Docker container (default), a Hetzner VPS (--provider hetzner), a Vercel Sandbox (--provider vercel), or a Daytona cloud sandbox (--provider daytona, partial support). Each box has its own /workspace, but the host's .git/ is shared, so commits made inside the box land on the host immediately. The agent inside the box has no host credentials — git push, opening URLs in the host browser, capturing checkpoints, and all other host-side operations flow through a small host process called the relay that runs alongside the CLI.
agentbox createProvision a box and stop. The box exists and is ready, but nothing is launched inside it.
shagentbox create # docker, auto-named after the workspace agentbox create -n review # docker, friendly name agentbox create --provider hetzner # cloud VPS (requires `agentbox prepare --provider hetzner` once) agentbox create --attach # drop into a shell inside the box after create
Useful flags: -n <name> (friendly box name), --provider docker|daytona|hetzner|vercel, --attach, -w <path> (workspace to mount; defaults to cwd), --snapshot <ref> (start from a checkpoint).
Non-docker providers require a one-time agentbox prepare --provider <name> to bake the base image / snapshot.
agentbox claudeProvision (same as create) and launch Claude Code inside the box, in a detachable tmux session. This is the main entry point most users want.
shagentbox claude # docker, attaches your terminal agentbox claude -n review # second box, named agentbox claude --provider hetzner # cloud agentbox claude -- --model sonnet # extra args after `--` go to claude itself
While attached: Ctrl+a d detaches without killing claude. The box keeps running. Reattach with agentbox claude attach <name|n>.
Variants with the same shape for other agents: agentbox codex, agentbox opencode.
-i / --initial-prompt: background queueWith -i "<prompt>", agentbox claude (and codex / opencode) does not attach. It writes a job manifest to ~/.agentbox/queue/<id>.json and exits immediately, printing the job id and log path. The host relay's queue loop drains these manifests respecting queue.maxConcurrent (global config; override per invocation with --max-running <n>).
Use this to fan out parallel agent runs:
shagentbox claude -i "fix the failing test in src/auth and open a PR" agentbox claude -i "draft a CHANGELOG entry from the last 20 commits" agentbox claude -i "audit our dependencies for known CVEs"
Each call returns instantly. The queue drains them concurrently up to queue.maxConcurrent. Inspect / attach later:
shagentbox dashboard # TUI with status + leader-key actions agentbox claude attach <name|n> # reattach to a specific box
-i works on every provider — pass --provider daytona|hetzner|vercel (or set box.provider) and the queued job creates a cloud box and pre-starts the seeded agent session detached, same as docker. The host must have valid agent credentials. Extra args after -- are forwarded to the in-box agent (e.g. agentbox claude -i "<prompt>" --provider vercel -- --permission-mode=plan).
-i honors the project's carry: block: the carry gate runs on the host when you submit (it prompts there, since you're at the terminal), and the approved files ride the queued job and land in the box at create time. Auto-approve non-interactively with --carry-yes (or AGENTBOX_CARRY_YES=1); skip with --carry skip (or AGENTBOX_CARRY=skip).
From host Claude, run the /agentbox slash command (optional arg: docker | daytona | hetzner) to snapshot the current Claude Code session into a brand-new box that resumes it. With tmux or iTerm it opens in a new terminal tab; otherwise it starts in the background. The host session is unaffected — you get two parallel timelines. The underlying CLI is agentbox fork (agentbox fork --help); /agentbox requires agentbox install to have been run once. This is distinct from -i, which seeds a new prompt rather than resuming the live conversation. Fork sends the project's carry: block by default (the host is trusted; the box is the untrusted side, so host→box copy is safe) — opt out with agentbox fork --carry skip.
drive, agent, queue wait-for)When you are the host-side agent and want to orchestrate other agents running inside boxes — read what they're doing, send them a prompt, wait until they're done or need input — use these three command families. Everything is stateless / one-shot, and the human-text default switches to machine-friendly JSON with --json.
agentbox drive <box> — terminal drivingTargets the running tmux session inside a box (auto-picks the agent session: claude → codex → opencode → the only running session; override with --session <name>). Provider-uniform — works the same on docker / daytona / hetzner / vercel.
shagentbox drive snapshot 1 # print rendered TUI as plain text agentbox drive snapshot 1 --with-cursor # JSON envelope: { session, cols, rows, cursor, screen } agentbox drive snapshot 1 --ansi --rows -200:-1 # include color, walk into scrollback agentbox drive keypress 1 "<C-c>" # DSL: <Enter>, <C-x>, <Tab>, <F5>, <Up>, etc. agentbox drive send-text 1 "hello" # literal text, no DSL parsing, no trailing Enter agentbox drive prompt 1 "summarize /workspace/README" # type + Enter (the convenience action) agentbox drive wait 1 --text "✓" --timeout 60000 # block until <text> appears on screen agentbox drive resize 1 200 60
keypress uses a small DSL: <Enter>, <Tab>, <Esc>, <Space>, <BS>, <Del>, <Up>/<Down>/<Left>/<Right>, <Home>/<End>/<PageUp>/<PageDown>, <F1>–<F12>, <C-a>..<C-z>. Use << for a literal <. Multiple args concatenate with no spaces ("ls" "<Enter>" → ls\r).
agentbox agent <box> — agent state introspection (Claude / Codex / OpenCode)Sub-second latency. State source by agent:
UserPromptSubmit, PreToolUse, Stop, Notification, ExitPlanMode, AskUserQuestion, PreCompact/PostCompact, StopFailure, SubagentStart/SubagentStop).agentbox-state.js) seeded into the OpenCode config volume, subscribing to OpenCode's event bus.All three feed the same status pipeline; agent state / agent wait-for work the same regardless of which agent runs inside the box. Reports come from ~/.agentbox/boxes/<id>/status.json and the relay event stream.
shagentbox agent state 1 # → working | idle | waiting | end-plan | question | prompt | compacting | error agentbox agent state 1 --json # full BoxStatusClaude (state, updatedAt, sessionTitle, plan?, question?) agentbox agent get-plan-question 1 # print the plan body OR question + options (human) agentbox agent get-plan-question 1 --json # structured payload
For orchestration, agent wait-for input-needed is the tool to reach for. It is the single sync point that wakes whenever the agent needs you — whether the turn finished and it's ready for the next message, or it's blocked on a question, a plan to approve, a permission prompt, or an error. It matches every state except working / compacting, and prints the concrete state it matched so you can branch on why it woke:
shagentbox agent wait-for input-needed 1 --timeout 600000 # → prints: prompt | end-plan | question | waiting | error
Prefer it over waiting on one specific transition — a narrow wait-for end-plan hangs to its timeout if the agent instead asks a question, hits a permission prompt, finishes, or errors. The granular states are still waitable when you know exactly what to expect: prompt (ready for next message), idle (Stop hook fired), end-plan, question, waiting, compacting, error — e.g. agentbox agent wait-for prompt 1.
agentbox queue wait-for <event> — queue + box lifecycleshagentbox queue wait-for new-box # any new box gets registered agentbox queue wait-for empty-queue --timeout 1800000 # all queued/running jobs settled agentbox queue wait-for box-running --box review agentbox queue wait-for box-paused --box 2 agentbox queue wait-for box-stopped --box 2 agentbox queue wait-for job-done --job b45f1603841bd2b5 # terminal status (done/failed/cancelled)
All wait-for commands exit 0 on match, exit 1 on timeout, and accept --json for parseable output.
Queue a prompt, then loop on wait-for input-needed and act on whatever it reports — that one waiter handles every "the agent needs me" case, so the loop never hangs on an unexpected state.
sh# 1. Kick off a box with a planning prompt, in background. agentbox claude -n design -i "Plan how to add an OAuth login flow to apps/web, then enter plan mode. Don't start coding." # 2. Wait until the agent needs you, and branch on what it reports. STATE=$(agentbox agent wait-for input-needed design --timeout 1200000) case "$STATE" in end-plan|question) agentbox agent get-plan-question design # read the plan / question agentbox drive keypress design "<Enter>" ;; # approve / answer (option 1 pre-highlighted) waiting) agentbox drive keypress design "<Enter>" ;; # approve the tool/permission prompt|idle) agentbox claude -i "Write the OAuth provider unit tests in apps/web/test/auth/" ;; # turn done — fan out more error) echo "agent errored — inspect with: agentbox drive snapshot design" ;; esac # 3. Block until the whole batch settles before reporting back. agentbox queue wait-for empty-queue --timeout 3600000
Wrap step 2 in a loop to babysit a box across many turns. Use the narrow wait-for <state> forms only when a step must gate on one specific transition.
agent wait-for input-needed = the orchestration sync point — "wake me when the agent needs me" (done OR blocked). Reach for this first.agent (state / get-plan-question / narrow wait-for) = "what is the agent currently doing" — hook-driven, race-free, machine-readable.drive = "send keystrokes / read screen" — provider-uniform tmux capture-pane / send-keys; how you act once wait-for returns.queue wait-for = "block on queue or box lifecycle transitions" (empty-queue, box-running, job-done, …) — settle a whole batch.--json everywhere. Default human text is for the operator; an agent should pass --json.The box has no SSH keys, GPG keys, or git remote credentials. Don't ask the user to add any. When an in-box agent (or a script you run inside the box) does git push or git pull, the AgentBox-provided agentbox-ctl git wrapper POSTs a JSON-RPC call to the host relay (POST /rpc, bearer-auth, loopback-only). The relay runs the real git push origin … on the host, using the user's SSH_AUTH_SOCK, ~/.gitconfig, and identity — and streams stdout/stderr back into the box's terminal. The box's exit code matches the host's.
Implications for you, the host-side agent:
git commit … && git push exactly as normal. No setup needed.agentbox create / agentbox claude and persists across runs (PID at ~/.agentbox/relay.pid, log at ~/.agentbox/relay.log). You normally don't need to manage it.https://github.com/...), pushing usually needs a credential — recommend the user run gh auth login and gh auth setup-git once on the host. After that, host git push uses gh's OAuth token automatically. SSH origins (git@github.com:...) keep using the host's SSH agent as before.When you are orchestrating boxes unattended (no human watching the dashboard footer), a box blocks on two kinds of approval and agent approvals / agent approve cover both:
git push / cp / gh pr write / checkpoint. You answer them yourself; you're a host process that already holds the user's git/file credentials, so approving grants nothing you don't already have.AskUserQuestion, a tool-permission dialog. Previously you had to craft drive keypress sends by hand; now approve enacts the right keystrokes for you.bashagentbox agent approvals 1 --json # list everything box 1 is blocked on: each row has an id + kind agentbox agent approve <id> # answer that exact prompt (default = approve / first option) agentbox agent approve <id> --option 2 # in-TUI question/plan: pick option 2 (or --option "Risk first") agentbox agent approve <id> --deny # reject (relay: deny; in-TUI: Escape) agentbox agent approvals 1 --wait 600000 # block until something is pending, then act
kind is host-action (relay), or plan / question / permission (in-TUI). Relay rows carry command/argv; question rows carry the option labels; plan rows the plan body.
The id is a safety token — inspect, then approve that exact id. approve <id> answers the specific prompt you listed; if a different prompt has since taken its place, the recomputed id won't match and the approve is refused (it never answers the wrong thing). So always approvals → read the command/argv/options → approve <id>, one at a time. Do not blanket-approve whatever a box asks (that defeats the gate against a prompt-injected box laundering a malicious push), and never hand-curl /admin/prompts/answer — these commands are the supported surface. In-TUI keystroke mapping is best-effort and TUI-version-sensitive; if an approve doesn't take, fall back to drive snapshot + drive keypress.
agentbox-ctl git pr …)In-box agents can drive GitHub PRs from inside a box via the host's gh CLI. Same model as git push: the box has no GitHub token; the relay shells out to gh on the host with the user's authenticated gh identity. Requires gh installed on the host and gh auth login run once.
The wrapper is agentbox-ctl git pr <op> [args...]. Available ops:
| Op | Prompt? | Notes | | --- | --- | --- | | view <num> | no | Read-only. | | list | no | Read-only. | | create | yes | Pass-through args (e.g. --title T --body B --draft). | | comment <num> | yes | Visible to others. | | review <num> | yes | Visible to others. | | close <num>, reopen <num> | yes | | | merge <num> | yes (+ bypass guard) | AGENTBOX_PROMPT=off auto-y is refused here unless AGENTBOX_GH_FORCE=1 is also set. | | checkout <num> | yes (+ opt-in) | Off by default — switches the host main repo's branch (visible to the box). Enable with AGENTBOX_GH_PR_CHECKOUT=allow; a dirty host tree is refused, and a host HEAD on a registered box branch is refused. |
If a PR op appears to hang, tell the user to check the dashboard footer for the host confirmation prompt. If gh is missing or unauthenticated, the in-box command exits 127 / 4 with a clear stderr.
| Command | What it does | | --- | --- | | agentbox dashboard | TUI status + switcher across all boxes. The leader is Ctrl+a (e.g. Ctrl+a u opens the box's web URL; Ctrl+a s opens the in-box browser; Ctrl+a q quits). | | agentbox shell [n\|name] | Interactive bash -l inside the box (also wrapped in tmux by default — detach with Ctrl+a d). | | agentbox url [n\|name] | Open the box's web app URL (<box-name>.localhost via Portless) in the host browser. | | agentbox screen [n\|name] | Open the box's own Chromium via VNC — useful for OAuth flows the agent inside the box initiates. | | agentbox code [n\|name] | Open VS Code / Cursor pointed at the box. | | agentbox prepare --provider <name> | One-time base image / snapshot build for daytona or hetzner or vercel. With no --provider, prints status across all providers. | | agentbox prune --provider <name> | Clean up orphan boxes / images / snapshots for a provider (docker + daytona supported; hetzner pending). | | agentbox cp <src> <dst> | Copy a file/dir host↔box (box:/path prefix picks direction). Heavy dirs (.git, node_modules, build output) are dropped by default; add --exclude=<glob\|name> or --no-default-excludes. Uploads over box.cpMaxBytes (100 MB, post-exclude) are blocked with a size breakdown — trim with --exclude, copy heavy folders one at a time, or pass --yes. |
Per-project numeric index (1, 2, …) and friendly name (review, smoke) both work wherever <box> is accepted. Index 1 is the first box created in the current workspace.
-i whenever the user asks for parallel agent work rather than spawning multiple foreground sessions. Then point them at agentbox dashboard to watch progress.docker is the fast default. --provider hetzner gives a real VPS (heavier, isolated, requires agentbox prepare --provider hetzner once). --provider vercel is the managed cloud option.agentbox <command> --help (it's safe and read-only) before suggesting it to the user./agentbox-setup is a different skill. It runs inside a box to generate /workspace/agentbox.yaml. Don't conflate it with /agentbox (host-side fork) or this reference skill.docs/ — start with docs/architecture.md and docs/create-and-checkpoints.md for the model, docs/host-relay.md for the relay, docs/cloud-providers.md for the cloud paths.@madarco/agentbox — npm -g install @madarco/agentbox (or npx @madarco/agentbox <command>).| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-11 | fail→pass | 17,663 | 2,486 | -86% | 1 | 1 | 0% | 2,159 | 5,595 | +159% | 0 | 0 | — |
case-01 | fail→pass | 33,502 | 31,563 | -6% | 1 | 1 | 0% | 2,705 | 9,488 | +251% | 0 | 0 | — |
case-02 | fail→pass | 9,311 | 8,999 | -3% | 1 | 1 | 0% | 1,530 | 5,902 | +286% | 0 | 0 | — |
case-03 | fail→pass | 26,690 | 19,016 | -29% | 1 | 1 | 0% | 3,722 | 7,705 | +107% | 0 | 0 | — |
case-04 | pass→fail | 24,897 | 19,162 | -23% | 1 | 1 | 0% | 2,166 | 5,681 | +162% | 0 | 0 | — |
case-10 | fail→pass | 14,503 | 9,864 | -32% | 1 | 1 | 0% | 1,598 | 5,786 | +262% | 0 | 0 | — |
case-05 | pass→pass | 10,778 | 3,776 | -65% | 1 | 1 | 0% | 1,648 | 5,705 | +246% | 0 | 0 | — |
case-06 | pass→pass | 15,969 | 15,563 | -3% | 1 | 1 | 0% | 1,876 | 7,168 | +282% | 0 | 0 | — |
case-07 | fail→pass | 17,697 | 7,683 | -57% | 1 | 1 | 0% | 2,949 | 5,555 | +88% | 0 | 0 | — |
case-08 | fail→fail | 7,918 | 12,464 | +57% | 1 | 1 | 0% | 1,249 | 5,697 | +356% | 0 | 0 | — |
case-09 | fail→pass | 11,668 | 2,090 | -82% | 1 | 1 | 0% | 1,120 | 5,509 | +392% | 0 | 0 | — |
case-12 | fail→pass | 17,774 | 2,531 | -86% | 1 | 1 | 0% | 2,143 | 5,606 | +162% | 0 | 0 | — |
case-13 | fail→pass | 16,841 | 9,708 | -42% | 1 | 1 | 0% | 1,927 | 5,836 | +203% | 0 | 0 | — |
case-14 | fail→pass | 11,591 | 8,854 | -24% | 1 | 1 | 0% | 1,995 | 5,452 | +173% | 0 | 0 | — |
case-15 | fail→pass | 33,726 | 3,460 | -90% | 1 | 1 | 0% | 1,677 | 5,705 | +240% | 0 | 0 | — |
case-16 | fail→pass | 13,450 | 15,709 | +17% | 1 | 1 | 0% | 1,541 | 5,686 | +269% | 0 | 0 | — |
case-17 | fail→pass | 88,865 | 2,864 | -97% | 1 | 1 | 0% | 8,216 | 5,563 | -32% | 0 | 0 | — |
case-18 | fail→pass | 49,968 | 9,023 | -82% | 1 | 1 | 0% | 8,146 | 5,568 | -32% | 0 | 0 | — |
case-19 | fail→pass | 32,938 | 2,385 | -93% | 1 | 1 | 0% | 3,062 | 5,631 | +84% | 0 | 0 | — |
case-20 | fail→pass | 15,954 | 2,786 | -83% | 1 | 1 | 0% | 1,657 | 5,491 | +231% | 0 | 0 | — |
case-21 | fail→pass | 20,091 | 8,066 | -60% | 1 | 1 | 0% | 3,558 | 5,659 | +59% | 0 | 0 | — |
case-22 | fail→pass | 15,732 | 9,411 | -40% | 1 | 1 | 0% | 2,549 | 5,622 | +121% | 0 | 0 | — |
case-23 | fail→pass | 14,574 | 3,601 | -75% | 1 | 1 | 0% | 2,215 | 5,755 | +160% | 0 | 0 | — |
case-24 | fail→pass | 13,683 | 2,089 | -85% | 1 | 1 | 0% | 1,295 | 5,508 | +325% | 0 | 0 | — |
case-25 | fail→pass | 12,650 | 2,587 | -80% | 1 | 1 | 0% | 2,024 | 5,586 | +176% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 25 cases were attempted, and 23 counted toward the lift figure. The other 2 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +80 percentage points is the difference between those two pass rates over the 23 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.