mass-ulw

Use this skill when the user asks for mass-ulw, a task DAG, staged fan-out, or any multi-agent job where real dependencies exist: task C needs A and B finished first. For fully independent workers, plain parallel task spawns are simpler. Reach for workflow when the ordering itself is the point. A run covers ONE phase, the unit your loop checkpoints (a goal criterion, a worktree, an evidence gate, a ulw-execute plan wave), and NEVER a whole multi-phase job; a harvest wave or a pipeline stage is not a phase. Define EVERY stage of the phase you can already write (harvest, expand, verify, reduce) in that run before start, chained with dependsOn; split it across concurrent runs only when it would exceed task.dag.max_nodes_per_run, counting the nodes later amends add, and start a reducer that reads several runs as its own run once they settle. Start a NEW run for the next phase, and amend a settled run to add nodes whose prompts need content you must read first. Under ulw-loop or ulw-execute, that contract owns the goal, criteria, evidence, and checkpoints; this skill owns only how each phase's run is defined, driven, and recovered.

Planning - MANDATORY first step

Before defining ANY graph, read references/planning.md (relative to this skill's own directory) IN FULL. Do not call sdk.define, sdk.start, or tool.workflow with action: "start" before reading it. It carries the working doctrine this file deliberately omits: how to decompose the request into nodes, how to route each node's category, how to keep parallel write scopes disjoint, the node prompt contract, the verification wave, and the failure playbook. A graph defined without it is unplanned work.

The shape

A run is a declarative definition: a stable key (idempotency: re-starting the same key with the same graph reuses the run), a human name, and nodes. Each node has an id, a self-contained English prompt, a category that routes it to the right kind of worker, and optional dependsOn listing node ids that must finish first. dependsOn orders nodes and substitutes nothing into a prompt, so data travels through a handoff file the upstream prompt names and the downstream prompt reads. Optional per-node extras: label, task_summary, description, and load_skills (skill names prepended to that node's prompt).

Route every node by category using the routing table in references/planning.md; the run executes nodes in parallel waves as their dependencies clear.

Goal before start

Every run is goal-bound. In a standalone run, register the goal as written (create_goal, or a # Goal block where no goal tool exists). Under ulw-loop or ulw-execute, the loop's registered goal already covers the run, so register no second goal. The objective names the deliverable the graph produces, and the success criteria carry RESULT VERIFICATION - node and run completion claims are false until proven against captured evidence, the same contract the dag completion directive injects (TREAT AS FALSE UNTIL YOU PROVE IT). The verification wave (references/planning.md) produces the evidence those criteria name; the run ends when the criteria pass, never when the last node reports completion.

Ask a decision only the user can make (scope, spend, anything irreversible) from the main session through the question tool, with header Authorize (권한 in Korean) and required: true on the call, before starting the run that depends on it - never from an eval cell or a node prompt. A timed-out, dismissed, or unavailable answer is not an answer, even when the tool result says to continue on your best judgment: do not start that run.

Running a dag - eval is the default

Build and run every dag INSIDE an eval cell. The eval kernel installs the tool.workflow proxy and the extension publishes a small JS SDK at OMO_DAG_SDK_ROOT; driving runs from a cell is what unlocks the orchestration patterns in references/planning.md (data-driven graph construction, multi-run composition, concurrent runs, adaptive retries).

JS cells import the SDK from the path the extension publishes:

const sdk = await import(`${env("OMO_DAG_SDK_ROOT")}/sdk.js`)

const dag = sdk.define({ key: "docs-refresh", name: "Docs refresh" })
dag.node({ id: "audit", category: "unspecified-low", prompt: "Audit docs/ for stale API references and list each stale file with the outdated claim." })

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