Tianyi Cui 1d43ea3cd5 workflow: dynamic workflows — script-driven multi-agent orchestration 3 ماه پیش
..
src 1d43ea3cd5 workflow: dynamic workflows — script-driven multi-agent orchestration 3 ماه پیش
tests 1d43ea3cd5 workflow: dynamic workflows — script-driven multi-agent orchestration 3 ماه پیش
README.md 1d43ea3cd5 workflow: dynamic workflows — script-driven multi-agent orchestration 3 ماه پیش
package.json 1d43ea3cd5 workflow: dynamic workflows — script-driven multi-agent orchestration 3 ماه پیش
tsconfig.json 1d43ea3cd5 workflow: dynamic workflows — script-driven multi-agent orchestration 3 ماه پیش

README.md

@deepseek-ai/dsh-workflow-vm

The first WorkflowService implementation: an in-process node:vm engine. It parses the Claude Code-format script (export const meta = {...} + plain-JS body), runs the body in a fresh vm context with the workflow hooks injected, and fans agent() calls out to ctx.subagents.

The script contract it executes

  • Meta extraction (extractMeta): a string/comment-aware brace scanner finds the leading export const meta literal (template interpolation rejected — the literal must be pure), evaluates it ALONE in an empty timed vm context, materializes the result to plain JSON data, validates the shape (name/description required; unknown fields rejected loud), and blanks the statement line-preservingly so error stacks keep the script's own line numbers.
  • Hooks: agent(prompt, {label, phase, schema, model}) (schema = the structured-output subset, forwarded as outputSchema; result = validated object, or final text without a schema; a failed child resolves null), parallel(thunks), pipeline(items, ...stages) with NO cross-stage barrier and (prev, item, index) stage callbacks, phase(title), log(message), and the args global. Anything else — effort/isolation/agentType, unknown options, malformed arguments, schemas outside the subset — throws a FATAL WorkflowError that parallel/pipeline re-throw rather than nulling (see the seam README's failure discipline).
  • Determinism bans: Date.now(), Math.random(), and argless new Date() throw (kept even though resume is deferred, so scripts stay resume-compatible); no timers, filesystem, or Node APIs exist in the context.

Realm discipline

Values ENTERING the host (the meta literal, hook options/schemas, the script's return) are materialized by materializeFromRealm: a descriptor walk that never invokes accessors and rejects loud everything JSON cannot carry (accessors, exotic prototypes, functions, symbols, cycles, sparse arrays, non-finite numbers, nested undefined), copying into host containers via defineProperty so a "__proto__" key becomes a data property, never a prototype mutation. Values ENTERING the realm (args, agent() results) are rebuilt INSIDE the realm through the context's own JSON.parse, so the script never holds an object whose prototype chain reaches host intrinsics.

Limits, cancellation, disposal

Per-run: a concurrency semaphore (maxConcurrentAgents), a total-agent() cap (maxTotalAgents), and a per-call item cap (maxItemsPerCall), all config. cancel() aborts every child (a shared AbortSignal), rejects waiting agent() slots, and makes every future hook call throw CANCELLED — the script dies at its next await and the run settles cancelled. Once a run settles, stray children a script fired without awaiting are aborted too. Every hook-returned promise carries a no-op rejection consumer, so a dropped promise cannot surface an unhandled rejection (the app boot layer exits the process on those).

Documented limitations (the accepted cost of the in-process mechanism; the seam exists so a worker-thread/isolated-vm engine can swap in): vm is NOT a security boundary — scripts are model-written, the same trust level as the model's bash access — and the vm timeout covers only the initial synchronous slice, so a pathological synchronous spin after the first await cannot be killed; dispose() waits disposeGraceMs then ABANDONS such a script (its settlement stays contained, but an abandoned spin would still occupy the event loop).

Config

Key Default Meaning
provider spawn The ctx.subagents provider children run on.
maxConcurrentAgents 0 (auto) Concurrent agent() ceiling; 0 resolves to min(16, max(1, cores - 2)).
maxTotalAgents 1000 Total agent() calls one run may start (runaway-loop backstop).
maxItemsPerCall 4096 Items accepted by one parallel()/pipeline() call.
syncTimeoutMs 5000 vm timeout for the initial synchronous slice and the meta evaluation.
disposeGraceMs 5000 How long dispose() waits for a cancelled script before abandoning it.