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agy-delegate【开发与工程】Delegate coding tasks to the Google Antigravity CLI (`agy`) only when the user explicitly requests it, while the orchestrator retains review and landing responsibility.
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agy) only when
the user explicitly requests it, while the orchestrator retains review and landing
responsibility.
risk: critical
category: agent-orchestration
source: https://github.com/amElnagdy/delegate-skills
source_repo: amElnagdy/delegate-skills
source_type: community
date_added: '2026-08-26'
license: MIT
license_source: https://github.com/amElnagdy/delegate-skills/blob/master/LICENSE
compatibility: Requires the agy CLI installed and authenticated, Node.js, and git.
The orchestrator 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: 0.5.0agy implementer (Google Antigravity) and then review its diff yourself.You are the orchestrator. This skill lets you hand a bounded coding task to a separate
implementer - the Google Antigravity CLI (agy) - then review what it produced and land it
yourself. You write the brief and own the judgment; Antigravity does the typing in its own
conversation; you verify and commit.
Nothing here is specific to one orchestrating agent. The loop needs only the ability to run a shell command and read a file, so any comparable agent can drive it. It is designed for and run on Claude Code; treat other orchestrators as designed-for, not yet proven.
agy CLI is not installed or not authenticated. Install it from Antigravity's CLI docs and run
the first-launch setup.--read-only dispatch covers review without edits, but a plain review may not need delegation at all).agy help succeeds. If not, install the Antigravity CLI and complete first-launch setup.agy models succeeds. That proves the CLI can authenticate and list the available model labels.--cd at) the target git repository.These checks do not prove that a headless write will be approved. In --print mode, Antigravity
cannot prompt for a write permission and may auto-deny it. The relay detects that denial instead of
reporting completion.
agy has a configured default model, so --model is optional. Use it when the human has a preferred
Antigravity model label for the task. Otherwise let Antigravity use its own current default rather than
guessing.
Run these five steps per task. Steps 1, 4, and 5 are your judgment; 2 and 3 are mechanical.
Antigravity sees only the text you send plus what it can inspect in the workspace - no chat history, no shared context. Everything the task needs goes in the brief: the goal, the current state, what to change, what to leave untouched, the project's actual gate commands, and a report contract. Tell Antigravity it will not commit (you will). Keep one task per brief. Full guidance and a template: references/writing-the-brief.md.
Send the brief to Antigravity with the bundled helper. It wraps agy --print, captures the run, and
writes a structured result.json - so your only job is "run a command, read a file." (<skill-dir>
below is this skill's installed directory - the folder containing this SKILL.md.)
node "<skill-dir>/scripts/relay.mjs" --brief brief.txt --cd /path/to/repo
# choose a model label: add --model "<label from agy models>"
# reasoning effort (low, medium, high): add --effort high
# read-only (plan mode — no edits): add --read-only
# enable Antigravity terminal sandbox: add --sandbox
# resume the most recent conversation: add --resume-last (delta brief only)
# see all options: node .../relay.mjs --help
The helper starts a fresh Antigravity project by default and passes --add-dir <repo> (the --cd
path, absolute) so agy has an explicit workspace. It does not pass --dangerously-skip-permissions by default.
Mechanics, flags, and the result.json shape: references/dispatch-and-poll.md.
The helper blocks until Antigravity finishes, so back it with whatever your orchestrator offers and resume when it returns:
run_in_background: true; you are notified on completion.Do not trust progress trackers over reality: a run is finished when result.json is written and the
process has exited. Read the working tree, not a status line. The implementer's full report is
the finalMessage field in result.json (also printed in full on stdout between the report markers).
Antigravity's result.json includes its own final message and any gate claims. Re-verify, don't
accept:
touchedFiles in the result is your starting point.Full checklist: references/review-and-land.md.
The implementer edits the working tree; the orchestrator commits. Only after the gates pass and the diff holds:
--resume-last and review again.Antigravity owns its own permission policy. The relay does not bypass it by default. Use
--dangerously-skip-permissions only when the human explicitly accepts that Antigravity may
auto-approve tool permission requests. --read-only runs agy in plan mode (--mode plan),
removing write and edit paths, and is mutually exclusive with --dangerously-skip-permissions.
Use --sandbox when you want Antigravity's terminal sandbox enabled for the run.
Antigravity's own help says --dangerously-skip-permissions auto-approves all tool permission
requests without prompting, including a request to act outside the sandbox. Do not treat
--sandbox as an enforced boundary when the flags are combined; treat the run as full access.
If headless --print auto-denies a write, the relay reports status: "failed" and exits non-zero.
The relay fingerprints the working tree before and after a --read-only run to report
readOnlyViolation in result.json. Settings allow-rules are not documented here as a fix
because they have not been demonstrated to apply to this headless path. Do not add the bypass
flag without explicit human approval.
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 on that mandate: surface, don't absorb (report Antigravity's design decisions, defensible-but-unasked turns, and non-blocking nitpicks rather than silently keeping them) and stop for scope changes (if correct completion needs going beyond the brief, ask - don't expand the mandate yourself). The full treatment is in references/review-and-land.md.
relay.mjs flags, the
result.json contract, backgrounding per orchestrator, and recovery when a run misbehaves.--resume-last.scripts/relay.mjs not included; see upstream for full runtime. Requires agy CLI, Node 18+, git.Adapted from amElnagdy/delegate-skills (MIT) — docs-only, runtime not bundled.