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cursor-delegate

amelnagdy/delegate-skills

Delegate coding tasks to Cursor Agent CLI, review diffs, and land verified changes yourself.

What is cursor-delegate?

Hand off bounded coding work to the Cursor Agent CLI as a background implementer while you orchestrate and review. Use this when the user explicitly asks to delegate implementation to Cursor, run tasks through Cursor Agent, or process a queue of coding jobs. You write the brief, Cursor does the work in its own session, and you verify and commit the results.

  • Dispatch coding tasks to Cursor Agent CLI with a structured brief and receive a structured result with diffs and final report
  • Review Cursor's output, re-run project gates, and inspect touched files before landing changes
  • Resume interrupted sessions with delta briefs using `--resume-last` or `--session <id>` for iterative rework
  • Run tasks in read-only mode (`--read-only`) for adversarial second opinions without write risk
  • Control execution autonomy with `--force` (default), `--no-force` (write-capable, no auto-approval), or read-only modes

How to install cursor-delegate

npx skills add https://github.com/amelnagdy/delegate-skills --skill cursor-delegate
Prerequisites
  • Install and authenticate `cursor-agent` CLI (run `cursor-agent login` and verify with `cursor-agent status`)
  • Node 18 or newer
  • Git repository with write access
  • For `--add-dir` flag: cursor-agent version 2026.07.23 or newer
  • On Windows with Cursor hooks: dispatch from PowerShell or cmd console, not Git Bash (MSYS)
Claude Code
Cursor
Windsurf
Cline

How to use cursor-delegate

  1. 1.Write a clear, bounded brief describing the goal, current state, changes needed, untouched areas, project gates, and expected output; save to a file like `brief.txt`
  2. 2.Run the relay helper: `node "<skill-dir>/scripts/relay.mjs" --brief brief.txt --cd /path/to/repo` (add `--model <name>` to pin a model, `--timeout 2h` for longer tasks, `--read-only` for review-only mode)
  3. 3.Wait for the process to complete and `result.json` to be written; the helper blocks until Cursor finishes
  4. 4.Review the diff in `result.json` against your brief, inspect `touchedFiles`, re-run project gates yourself, and read Cursor's `finalMessage` as a claim not a guarantee
  5. 5.Commit the changes only after gates pass and the diff is verified; use `--resume-last` or `--session <id>` with a delta brief if rework is needed

Use cases

Good for
  • Delegate a large refactoring task to Cursor while you review the diff and run tests before committing
  • Process a queue of feature implementations through Cursor Agent, reviewing and landing each one sequentially
  • Get a read-only second opinion on a design decision by dispatching a brief with contested points
  • Resume a partially completed task by sending a delta brief to the same session for iterative completion
  • Verify that Cursor's self-reported gate passes actually hold by re-running tests and linters yourself
Who it's for
  • Developers who want to hand off implementation work to Cursor while staying in the review and commit role
  • Teams running coding task queues through Cursor Agent with human verification gates
  • Engineers seeking a clean separation between orchestration (human) and implementation (AI)

cursor-delegate FAQ

When should I use this instead of asking Cursor inline?

Use delegation when the task is large enough that overhead is justified, you want a clean separation between orchestration and implementation, or you need to process multiple tasks through Cursor while staying in a review role. For small inline tasks, just ask Cursor directly.

What if Cursor's gates pass but my re-run fails?

Treat Cursor's self-report as a claim. Always re-run the project's actual gates yourself, grep for dangling references after removals, and inspect the full diff. If gates fail on your re-run, send a delta brief with `--resume-last` to resume the session and fix the issue.

Can I use this without installing cursor-agent?

No. You must install and authenticate `cursor-agent` CLI first (run `cursor-agent login` and verify with `cursor-agent status`). The relay helper wraps `cursor-agent -p` and requires it to be available.

What does `--read-only` mode do?

It switches Cursor to plan mode: read-only analysis with no edits and no command execution. Use this to get a clean second opinion on design decisions or code review without any write risk.

How do I resume a task that was interrupted?

Use `--resume-last` to resume the most recent session with a delta brief, or `--session <id>` to resume a specific session. Send only the new or changed instructions in the delta brief, not the full original brief.

Full instructions (SKILL.md)

Source of truth, from amelnagdy/delegate-skills.


name: cursor-delegate description: >- Delegate a coding task to the Cursor Agent CLI (cursor-agent) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Cursor — phrasings like "have Cursor implement X", "delegate this to Cursor", "run it through Cursor Agent", or "use Cursor to implement/fix/refactor" — or wants to run a queue of coding tasks through Cursor while staying the reviewer. DO NOT USE for tasks small enough to do inline, or when the user wants the code written directly without delegating. license: MIT compatibility: Requires the cursor-agent CLI installed and authenticated, Node 18+, and git. The optional --add-dir flag requires cursor-agent 2026.07.23 or newer. The orchestrating agent must be able to run shell commands and read files. Shell examples assume bash/zsh (macOS/Linux, or Git Bash/WSL on Windows). metadata: version: 0.5.0

Cursor Delegate

You are the orchestrator. Hand a bounded coding task to a separate implementer — the Cursor Agent CLI — then review what it produced and land it yourself. You write the brief and own the judgment; Cursor does the typing in its own session; you verify and commit.

The loop needs only a shell command and file access, so any comparable orchestrator can drive it.

When NOT to use this

  • The task is small enough to do inline; delegation overhead is not worth it.
  • The cursor-agent CLI is not installed or authenticated (run cursor-agent login).
  • You want to write the code yourself, or you only need Cursor's opinion on code you wrote (a --read-only dispatch covers that — see below — but a plain review may not need delegation at all).

Prerequisites (check once)

  1. cursor-agent --version succeeds. If not, follow the installer for your platform at cursor.com/cli, inspect what it will run, and authenticate with cursor-agent login.
  2. cursor-agent status shows you logged in.
  3. You are in (or will point --cd at) the target git repository. The relay passes --trust, so point it only at repositories you trust.

Choose the model

Omitting --model uses your Cursor default (usually auto — Cursor picks). To pin one, pass --model <name> with a name from the account's live cursor-agent models output — select from that list rather than inventing a name. Parameterized forms like <name>[context=1m,effort=high] are forwarded as-is. The model that actually served the run is recorded as resolvedModel in result.json.

The loop

Run these five steps per task. Steps 1, 4, and 5 require judgment; 2 and 3 are mechanical.

1. Write the brief

Cursor sees only the text you send plus what it can inspect in the workspace — no chat history or shared context. Include the goal, current state, what to change, what to leave untouched, the project's actual gates, and a report contract. Tell Cursor not to commit. Keep one task per brief. See references/writing-the-brief.md.

2. Dispatch

Use the bundled helper. It wraps cursor-agent -p, feeds the brief on stdin, captures the structured event stream, and writes result.json. (<skill-dir> is the installed folder containing this SKILL.md.)

node "<skill-dir>/scripts/relay.mjs" --brief brief.txt --cd /path/to/repo
# read-only (plan mode — review/diagnosis, no edits):  add --read-only
# write-capable without automatic command approval:   add --no-force
# explicitly override Cursor's sandbox for this run:  add --sandbox enabled|disabled
# pin a model from `cursor-agent models`:              add --model <name>
# resume the most recent session:                      add --resume-last  (delta brief only)
# resume a specific session:                           add --session <id> (delta brief only)
# hard time limit (watchdog):                          add --timeout 2h  (the 30m default suits short runs; implementation briefs routinely need 1-2h)
# see all options:                                     node .../relay.mjs --help

The child process's cwd pins the workspace. On Cursor 2026.07.23 or newer, use repeatable --add-dir flags only for extra workspace directories. The relay writes artifacts under the system temp dir by default and never commits. See references/dispatch-and-poll.md.

3. Wait for completion

The helper blocks until Cursor finishes. Run it with the orchestrator's background-command facility, or background it in the shell and poll for result.json. A pre-run usage error exits 2 and writes no result; a missing cursor-agent exits 127 and writes status: "cursor_agent_unavailable".

Trust process state and the working tree over a progress display. Completion means the process exited and result.json exists. Cursor's full report is the finalMessage field in result.json (also printed in full on stdout between the report markers).

Windows + hooks caveat: if the user has Cursor hooks configured (~/.cursor/hooks.json, or Claude Code PreToolUse hooks, which cursor-agent imports), dispatching from a Git Bash (MSYS) console makes cursor-agent feed PowerShell-syntax hook wrappers to bash, so every command Cursor tries to run is blocked — edits still land, gates do not run. Dispatch from a PowerShell or cmd console instead. Details: references/dispatch-and-poll.md.

4. Review — do not trust the self-report

Treat Cursor's final message and gate claims as claims:

  • Re-run the project's gates yourself.
  • Read the diff against the brief, starting with touchedFiles.
  • Run relevant guard skills if installed.
  • Round-trip migrations and grep for dangling references after removals or renames.

See references/review-and-land.md.

5. Land it

The implementer edits the working tree; the orchestrator commits. Commit only after the gates pass and the diff holds. If rework is needed, send a delta brief with --resume-last or --session <id>, then review again.

Autonomy and permissions

A fresh run defaults to write-capable with --force: Cursor runs commands without approval unless your Cursor config explicitly denies them, so ordinary gates (tests, linters, builds) run headlessly. --no-force keeps the run write-capable but withholds automatic command approval; commands that require approval are refused because a headless run cannot prompt. --read-only switches to Cursor's plan mode (read-only analysis, no edits, no --force). The relay always passes --trust to keep headless runs from stalling on the workspace-trust prompt, which is why --cd must only ever point at repositories you trust. Pass --sandbox enabled or --sandbox disabled only when you need to override Cursor's sandbox for that dispatch. The requested value is recorded as sandbox in result.json; it does not claim what Cursor actually applied. The permission mode Cursor reports is recorded as permissionMode; inspect touchedFiles and the diff after every run.

Read-only second opinions

--read-only doubles as a clean way to get an adversarial second opinion with no write risk: dispatch a brief that lists the agreed points, then each contested point with both positions, and ask Cursor to defend or concede each — deliverable in its final message, touching no files.

Authorization model

Delegation is something the human opts into. Once they have ("run this queue", "proceed"), committing verified, gate-passing work is the agreed contract. Two limits remain: surface, don't absorb (report Cursor's design decisions, defensible-but-unasked turns, and non-blocking nitpicks) and stop for scope changes (if correct completion needs going beyond the brief, ask instead of expanding the mandate). See references/review-and-land.md.

References