Cursor Multitask

cursor-multitask — Parallel Fan-Out Routing

Encoded-preference skill. Picks the right parallelism engine for a fan-out task. The expensive mistake is reaching for an in-editor GUI feature when a headless, deterministic, observable fan-out is what the task actually needs.

Scope

The engines in full: Cursor /multitask, headless cursor-agent, Claude Workflow, cmux.

TL;DR — the one decision

Cursor /multitask is an in-EDITOR (GUI) slash command. It is NOT invocable from the headless cursor-agent CLI. (Verified 2026-06-05 on Cursor 3.3.2 / cursor-agent 2026.06.04: absent from cursor-agent --help, no flag. In -p print mode the /multitask text is passed through as a PLAIN PROMPT to a single agent — transcript JSONL confirms one thread, zero subagents — and the model answers all the parts inline while claiming "ran in parallel." It looks like it worked. It didn't.) So if you are an orchestrator running in a terminal/cmux and you want parallelism, /multitask is not your tool — it requires a human sitting in the Cursor Agents Window. Use headless shell fan-out, the Workflow tool, or the cmux fleet instead.

Cursor is Auto-only in every engine in this skill. Never pass -m/--model or a model field: pinned Cursor drains the shared subscription pool fast.

GUI prompt contract (when Etan asks for "a prompt")

When Etan asks for "a prompt" for the Cursor GUI /multitask:

1. Deliver ONE complete self-contained paste-ready inline text — the full prompt in chat, ready to paste.
2. No file indirection — no "Read X first", no prompt packs, no path references he must open separately.
3. "Read X first" is for agent dispatch briefs only, not for GUI prompts Etan pastes himself.

Evidence: corrected twice in 3 min — "I am using the GUI, give me a full prompt" (paraphrased; ea8514a2 [950]).

Dispatch hygiene (orchestrator-written worker prompts)

1. Never hardcode file-derived numbers into async worker prompts (counts, baselines, finding totals). Instruct workers to read the file — stale 838/47/29-class numbers corrupted census synthesis twice.
2. Validate scope/ownership with the human BEFORE expensive per-repo fan-out — confirm repos/domains in scope; don't burn a full cmux fork audit on out-of-scope repos.
3. Slow ≠ stalled — read why a worker is slow (read_screen, collab, PR activity) before spawning a duplicate; duplicate auditors overwrite originals.
4. Never mandate sleep-poll loops in dispatched prompts — use wait_for, file contracts, or cron with live-query-first frames (/cron-payload-discipline).

WHEN-TO-USE MATRIX

Explicit vs implicit (the control axis)

• /multitask = explicit: you list the prompts (||| separator), you know what's parallel.
• Workflow tool / Claude subagents = implicit: you hand a high-level task, the agent decides the split.
• Pick explicit when you already know the independent units; implicit when delegating the decomposition itself.

INVOCATION RECIPES

A. Cursor /multitask (GUI only)

1. Open the Agents Window: Cmd+Shift+P → Agents Window (or the agent input dropdown).
2. Type /multitask, then your read-only prompts separated by |||: /multitask Audit auth tests for coverage gaps ||| Audit auth docs for missing setup ||| Inspect type-checker errors without edits
3. Each prompt becomes its own async subagent (own context window, own system prompt, shared parent rules/MCP). Watch them in the Agents panel; results aggregate back to the parent thread.
4. Controls (Settings → Subagents): Leave the model control at Auto/default; never select a specific Explore model or enable Max Mode. Adjust only the concurrency cap and cost ceiling. Flags reported by users: /multitask --max 3, /multitask --budget 50000, /multitask --resume.
5. Gotchas: v0 — no automatic write-conflict locking (Cursor's words: agents "done a pretty good job" but nothing formal). Subagents cannot nest another /multitask (blast radius capped at one fan-out level). Default 10-min per-subagent timeout. NOT scriptable, NOT headless.

B. Headless cursor-agent shell fan-out (the orchestrator's tool)

# N independent units in parallel; capture per-agent tokens + exit codes
for item in "$@"; do
  # Cursor stays on Auto: never add -m/--model.
  cursor-agent -p --force --output-format json \
    "Classify $item as POSITIVE/NEGATIVE, one word" > "out.$item.json" &
done
wait
# each out.*.json has .result and .usage.{inputTokens,outputTokens}

• --force/--yolo is REQUIRED non-interactively (bypasses workspace-trust + approval prompts).
• --output-format json → structured result + usage token accounting; stream-json for live progress.
• Concurrency = how many & you launch (add a semaphore/xargs -P N to cap). Deterministic, CI-safe.

C. Claude Workflow tool / parallel subagents

• Use the Claude Workflow/Agent tools when you have 2+ independent, no-shared-state tasks and want Claude to fan them out. Subagents return summaries to the parent; counts against your plan rate limit, not usage billing.

D. cmux fleet (visible multi-vendor)

• Invoke /cmux-agents. Use when the human wants to watch heterogeneous workers. See also /agent-routing (Cursor=gather, Codex=implement, Claude=orchestrate).

GOTCHAS / ANTI-PATTERNS

• Do NOT tell a headless agent or a terminal orchestrator to "use /multitask" — the slash command is not recognized; the text degrades to a plain prompt handled by ONE agent that may falsely report it parallelized. Success-looking output ≠ subagents ran. This is the #1 misroute this skill exists to prevent.
• Do NOT model-pin any Cursor path, including internal/headless fan-out.
• Do NOT parallelize sequentially-dependent steps — wasted tokens.
• /multitask v0 has no write-conflict locking — keep parallel writes to disjoint files, or prefer worktrees (Cursor's own worktree feature, or headless fan-out into separate dirs).
• Each subagent ≈ one parent-context-window of overhead. On usage-based pricing this adds up — cap with --max/--budget (GUI) or a -P semaphore (headless).
• Discovery-then-change pattern: fan out the discovery phase (read-heavy, naturally parallel), then make the changes in a single agent holding the whole picture.

If this skill's own dispatch exhausts a shared quota, report that dispatch as the cause; never relabel the resulting error as an external finding.

Compact Instructions

• Preserve: the GUI-only verdict for /multitask, the when-to-use matrix routing rules, the headless fan-out recipe (B), the measured 2x wall-clock figure, and the "headless agents silently ignore /multitask" gotcha.
• Discard: raw cursor-agent --help dumps, per-run token JSON blobs, intermediate timing experiments, exact subagent model enum lists (they churn between Cursor versions — re-verify against --help / changelog when needed).
• Re-verify on Cursor version bump: whether /multitask ever gains a headless CLI surface (cursor-agent --help | grep -i multitask). If it does, update the matrix.

Integration Points

• /agent-routing — decides Cursor vs Codex vs Claude by task TYPE (gather/implement/orchestrate). This skill decides the PARALLELISM ENGINE once you know it's a fan-out. Use together.
• /cmux-agents — the visible-fleet implementation referenced in row 4.
• Claude's built-in Workflow/Agent tools — the in-session fan-out path (row 3).