Superset 사용 현황을 살펴보고 아직 쓰지 않는 기능 중 업무 방식에 맞는 항목을 제안합니다. 각 기능을 설명하고, 사용자가 고른 예약 실행 에이전트나 병렬 작업 공간, 공유 작업 등을 설정합니다.
- 사용하지 않는 Superset 기능 찾기
- 에이전트 예약 실행 설정
- 여러 작업 공간에서 병렬 작업
Superset에서 여러 코딩 에이전트에게 작업을 나눠 각자의 작업 공간에서 병렬로 진행합니다. 진행 상황과 의존 관계를 추적하고, 변경 파일·검증 결과·막힌 지점·후속 작업 인계를 정리합니다.
Coordinate several coding agents in parallel through Paradev (formerly Superset), each in its own workspace, with follow-ups, progress reads, dependency tracking, and structured results. Use when the user asks to delegate, parallelize, fan out, or split up coding work across agents, workspaces, or hosts, hand work between agents, or monitor workers, including "spin up agents for each of these", "run these in parallel", "what are my workers doing". Not for ordinary single-agent workspace, task, or automation management.
실행 점수 미검증
설치 방법 보기이 스킬은 Superset을 사용해 여러 코딩 에이전트에게 작업을 배정하고 각자의 작업 공간에서 병렬로 진행합니다. 작업 범위, 수정 가능한 파일, 완료 조건, 검증 방법을 정하고 작업 간 의존 관계와 진행 상황을 추적합니다. 조정자는 터미널 출력을 읽고 후속 지시나 앞선 작업의 결과를 전달하며, 변경 파일과 검증 결과, 막힌 지점, 인계 사항을 정리합니다.
서로 독립적인 구현을 여러 에이전트에게 나누거나, 먼저 끝난 작업을 다음 담당 작업으로 넘기거나, 로컬 및 원격 호스트에서 작업하는 에이전트의 진행 상황을 확인할 때 유용합니다. 병렬 편집에서는 작업 공간이나 브랜치를 분리해 충돌을 줄입니다.
Superset 인증과 필요한 터미널 조작을 지원하는 CLI가 필요합니다. 터미널 기반 에이전트를 조정하며, 의존 관계와 완료 상태는 조정자가 관리합니다. 브랜치는 자동으로 병합되지 않습니다. 새 원격 호스트를 등록하거나 보고 페이지를 공개하기 전에는 사용자의 동의를 구합니다. 터미널 종료와 작업 공간 삭제는 일반적인 진행 상황 관리와 별도로 취급합니다.
이 소개문은 공개된 SKILL.md를 바탕으로 AI(OpenAI Codex)가 작성했습니다. 정확한 사양은 아래 원문을 확인하세요.
AI가 SKILL.md의 내용에서 주의가 필요한 작업과 도입 전제를 확인했습니다. 점수는 실제로 실행한 결과(실행 검증)만으로 매깁니다.
점수에는 넣지 않았습니다. 2026년 10월 29일 기준으로 AI(OpenAI Codex)가 판정했습니다. 참고용이므로 설치 전에 원문도 확인해 주세요.
설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
paradev is an alias for the superset CLI: every superset command here also runs as paradev.
Coordinate terminal agents with Paradev's workspace, agent, and terminal commands. Treat this as a coordinator-driven protocol: Paradev provides session transport, while the coordinator owns task dependencies and completion state.
superset auth whoami --json.superset schema 2>/dev/null | jq -re '.commands[] | select(.path==["terminals"]) | .commands[].path[1]' || superset terminals --help and require list, read, send, and close. The --help fallback covers a CLI older than 1.34.0 (no schema) and a machine without jq.superset update and recheck. Do not invent or substitute unsupported orchestration commands. hosts add, terminals send --keys, terminals wait, terminals attach, panes, and notifications show are newer than CLI 1.37.0; when one is still missing after an update, skip it and fall back to terminals read and send.superset hosts list --json
superset agents list --local --json
superset workspaces list --local --json
When coordinating from inside the target workspace, pass --workspace "$SUPERSET_WORKSPACE_ID" explicitly to agent and terminal commands. Only workspaces get defaults its workspace ID from that environment variable. Pass --host <id> consistently for a remote host. If the target host is offline, use hosts wake <id> and confirm it is online before dispatching. To run workers on a machine that is not a host yet but that the user can SSH into, superset hosts add <ssh-target> installs the CLI there, signs it in, and keeps it running as a user service. It changes that machine, so get the user's go-ahead first and pass --yes only after they agree. It needs ssh <ssh-target> to already work from here, and on the remote: macOS or glibc Linux (x64 or arm64, not Alpine or Windows), curl, and on Linux a valid /etc/machine-id and systemd user services. Without gh signed in there, private repos will not clone on that host. Running it again on the same target repairs a broken setup, and superset hosts remove <ssh-target> undoes it. Do not use --agent superset: it creates a chat session, and terminal read/send cannot control it.
Create a compact coordinator table with these fields:
| Field | Purpose |
|---|---|
| Task | Stable short identifier |
| Dependencies | Tasks that must complete first |
| Workspace | Paradev workspace ID |
| Host | Host ID, or local |
| Terminal | sessionId returned by agents create |
| Status | pending, ready, running, completed, blocked, or failed |
| Result | Summary, files, checks, and follow-up work |
Keep this state in the coordinator's working context. Paradev organization tasks are issue-tracker records, not orchestration DAG nodes; do not create or mutate them unless the user asks.
Prefer independent tasks and shallow dependency chains. For parallel editing, give workers separate workspaces/branches. Sharing one workspace is appropriate for read-only analysis or deliberately complementary work with non-overlapping files.
Give every worker a bounded prompt containing:
Require the worker's final response to end with one of these envelopes:
SUPERSET_WORKER_DONE
task: <task-id>
summary: <one-line outcome>
files: <comma-separated paths or none>
checks: <commands and outcomes>
handoff: <next-step context or none>
SUPERSET_WORKER_BLOCKED
task: <task-id>
reason: <specific blocker>
needs: <decision, access, or dependency required>
These markers are a prompt convention visible in terminal snapshots, not durable Paradev events. Treat malformed or missing envelopes as unstructured output and inspect the full snapshot.
Launch a terminal agent once and retain its session ID:
superset agents create \
--workspace <workspace-id> \
--host <host-id> \
--agent <preset-or-config-id> \
--effort <supported-level> \
--attachment <optional-path> \
--prompt "<worker prompt>" \
--json
Omit --effort or --attachment when they are not needed. The result is { "kind", "sessionId", "label" }. Require kind to be terminal; store sessionId as the terminal ID. Launch all ready, independent tasks before monitoring them.
Use superset workspaces create first when a worker needs an isolated branch. Do not create parallel editing workers in the same worktree unless their file ownership is explicitly disjoint.
Reacquire live terminal IDs after losing coordinator context or restarting the host service:
superset terminals list \
--workspace <workspace-id> \
--host <host-id> \
--json
Terminal discovery does not identify semantic recipients or agent completion state. Preserve the coordinator table's task-to-terminal mapping whenever possible.
Read recent output without mutating the session:
superset terminals read \
--workspace <workspace-id> \
--host <host-id> \
--terminal <terminal-id> \
--max-lines 240 \
--json
The JSON result includes text. Inspect it for the completion or blocked envelope and confirm that the surrounding output supports the claimed result. terminals list reports live sessions, not whether an agent is working or idle; do not infer completion from presence, absence, attached, or terminal title alone.
Send clarification, dependency results, review feedback, or a handoff into the existing session:
superset terminals send \
--workspace <workspace-id> \
--host <host-id> \
--terminal <terminal-id> \
--text "<follow-up>" \
--json
To answer a permission prompt or interrupt a worker, send key presses instead of text: --keys enter approves, and --keys esc interrupts the agent's turn. Avoid ctrl+c on an agent, since some agents quit on it. --keys takes a comma-separated list (--keys down,enter). Read the screen first so you know which prompt you are answering.
To wait for something on the screen that is not an agent state, such as a dev server's "listening on", use superset terminals wait --terminal <terminal-id> --match "<regex>" with the same workspace and host flags.
Wait for a worker instead of polling its screen:
superset agents wait \
--workspace <workspace-id> \
--host <host-id> \
--terminal <terminal-id> \
--until settled \
--timeout 120 \
--json
settled returns once the agent finishes its turn or needs input; the JSON state says which (idle or blocked). It exits 1 on timeout and at once if the agent exits. Keep timeouts short and wait on each running worker in turn, so progress and user updates stay visible between waits. Then read the screen for the envelope as above. To send a follow-up and wait for the turn it starts, add --wait to terminals send.
If superset agents wait is not available (an older CLI), poll terminals read at a measured cadence instead.
To see every worker at once (each terminal, its agent and state), read the host in one call with superset snapshot --host <host-id> --json. superset agents explain says why a worker shows the state it does.
When the user wants to watch workers in the desktop app, lay them out with superset panes: panes new-tab --workspace <id> --terminal <terminal-id> opens a worker in its own tab, and panes split --workspace <id> --pane <pane-id> --direction right --terminal <terminal-id> puts two side by side. Get pane IDs from panes list --workspace <id> --json. These commands do not move focus; only panes focus does. They work only for workspaces on the machine running the desktop app. For anything beyond this (resizing, swapping, moving, closing, or building a full layout), use the superset:panes skill.
If the user wants to take over a worker from their own shell, give them the command rather than running it: superset terminals attach --workspace <id> --terminal <terminal-id> (add --ssh <user@machine> for a worker on another machine). It needs an interactive terminal, and Ctrl+] detaches without stopping the worker.
completed only after reading a SUPERSET_WORKER_DONE envelope and checking its evidence.blocked when the worker emits SUPERSET_WORKER_BLOCKED; resolve the need or ask the user before redispatching.ready only when every dependency is completed.For isolated branches, ask each implementation worker to commit or otherwise provide an exact handoff only when that action is within the user's requested workflow. Paradev does not merge worker branches automatically.
Summarize each task's outcome, workspace/branch, files changed, checks, blockers, and integration order. Distinguish worker claims from checks the coordinator independently ran.
A long run usually finishes while the user is looking elsewhere. Tell them with a desktop notification; run from a Paradev terminal, clicking it brings them back to the coordinator:
superset notifications show "Parallel run finished" --body "4 done, 1 blocked" --sound
A run across several workspaces is worth a page. One link carrying every outcome, branch, and check reads better than a long terminal block, it survives the session, and reviewers can pin a comment to the row they disagree with:
superset pages publish run-summary.html --workspace <id> --title "Parallel run: auth refactor"
Offer it and publish only once the user agrees. A page is persistent and org-visible by default, and a run summary quotes whatever the workers printed.
Keep completed terminals available when the user may want to inspect or continue them. Close a terminal only when cleanup is requested or clearly part of the workflow:
superset terminals close \
--workspace <workspace-id> \
--host <host-id> \
--terminal <terminal-id> \
--json
Closing a terminal ends that session. Deleting a workspace is a separate destructive action and requires explicit scope.
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Superset 사용 현황을 살펴보고 아직 쓰지 않는 기능 중 업무 방식에 맞는 항목을 제안합니다. 각 기능을 설명하고, 사용자가 고른 예약 실행 에이전트나 병렬 작업 공간, 공유 작업 등을 설정합니다.
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