codex-delegate – skill Lập trình cho agent AI
Giao việc code cho OpenAI Codex CLI chỉ khi người dùng yêu cầu rõ ràng, trong khi orchestrator vẫn giữ trách nhiệm review và tích hợp kết quả.
Cài skill codex-delegate bằng một lệnh
Chọn công cụ bạn đang dùng, copy lệnh và dán vào terminal. Skill sẽ nằm trong thư mục skills của công cụ đó và sẵn sàng dùng ở phiên làm việc tiếp theo.
Claude Code
mkdir -p ~/.claude/skills && curl -fsSL https://skill.dn1nguoi.com/z/codex-delegate-8706e.tgz | tar xz -C ~/.claude/skills
Gọi trong Claude Code: /codex-delegate – rồi mô tả công việc bạn muốn làm.
Codex
mkdir -p ~/.codex/skills && curl -fsSL https://skill.dn1nguoi.com/z/codex-delegate-8706e.tgz | tar xz -C ~/.codex/skills
Gọi trong Codex: $codex-delegate – rồi mô tả công việc bạn muốn làm.
Hermes Agent
mkdir -p ~/.hermes/skills && curl -fsSL https://skill.dn1nguoi.com/z/codex-delegate-8706e.tgz | tar xz -C ~/.hermes/skills
Gọi trong Hermes Agent: /codex-delegate – rồi mô tả công việc bạn muốn làm.
DeepSeek
mkdir -p ~/.deepcode/skills && curl -fsSL https://skill.dn1nguoi.com/z/codex-delegate-8706e.tgz | tar xz -C ~/.deepcode/skills
Gọi trong DeepSeek: /codex-delegate – rồi mô tả công việc bạn muốn làm.
Nội dung SKILL.md
Nội dung SKILL.md gốc bằng tiếng Anh.
Codex Delegate
When to Use
- You want to delegate a bounded coding task to a separate
codeximplementer (OpenAI Codex) and then review its diff yourself. - The user explicitly asked for delegation to this implementer.
You are the orchestrator. This skill lets you hand a bounded coding task to a separate
implementer — the OpenAI Codex CLI — then review what it produced and land it yourself. You write
the brief and own the judgment; Codex does the typing in its own sandbox; 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 it works the same whether you are Claude Code, OpenCode with a selected
model, or any comparable agent. (It is designed for and run on Claude Code; treat other orchestrators
as designed-for, not yet proven.)
When NOT to use this
- The task is small enough to just do inline — delegation overhead is not worth it.
- The
codexCLI is not installed or not authenticated (runcodex login). - You want to write the code yourself, or you only need a review (use Codex's own
reviewcommand).
Prerequisites (check once)
1. codex --version succeeds. If not, install (npm i -g @openai/codex) and codex login.
2. Confirm which codex is on PATH. Multiple installs are common (e.g. a current npm/nvm copy and
a stale Homebrew one). command -v codex shows the active one and codex --version its version —
an old binary predates flags this skill relies on (codex exec --json, -o, exec resume). The
relay also records the version it ran into result.json, so a stale binary is visible after the fact.
3. You are in (or will point --cd at) the target git repository.
The loop
Run these five steps per task. Steps 1, 4, and 5 are your judgment; 2 and 3 are mechanical.
1. Write the brief
Codex receives no orchestrator chat history; normal local configuration, instructions, memories and connected tools may still load. 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 (discover them from the repo's CLAUDE.md/AGENTS.md/Makefile —
do not assume), and a report contract. Tell Codex it will not commit (you will). Keep one task per
brief. Full guidance and a template: [references/writing-the-brief.md](references/writing-the-brief.md).
2. Dispatch
This distribution is documentation-only: scripts/relay.mjs is absent. Obtain,
pin and review the upstream runtime separately before using these examples. Do not
search the whole home directory and trust an arbitrary relay. The chosen CLI version,
configuration, tool integrations and effective sandbox must be verified before dispatch.
node "<skill-dir>/scripts/relay.mjs" --brief brief.txt --cd /path/to/repo
# read-only (review/diagnosis, no edits): add --read-only
# continue the exact Codex session: add --session <threadId> (from result.json; send only the delta brief)
# fallback when no thread id is available: add --resume-last
# hard time limit (watchdog): add --timeout 2h (default: off; implementation runs routinely need 1-2h)
# see all options: node .../relay.mjs --helpThe helper defaults to a write-capable (workspace-write) sandbox and writes its artifacts to a temp
dir, so the repo under review stays clean. It never commits — see step 5. Mechanics, flags, and the
result.json shape: [references/dispatch-and-poll.md](references/dispatch-and-poll.md).
3. Wait for completion
The helper blocks until Codex finishes, so back it with whatever your orchestrator offers and resume
when it returns:
- Claude Code: run the Bash call with
run_in_background: true; you are notified on completion. - Plain shell / other agents: run it in the foreground for short tasks, or background it and poll
the result file — … & in bash/zsh (including Git Bash/WSL), or your shell's equivalent (Start-Job
in PowerShell, start /b in cmd). The run is done when result.json exists with a status. (A
pre-run usage error — bad args or an empty brief — instead exits with code 2 and a stderr message and
writes no result file, so check the exit code too. A missing codex binary exits 127 but *does* write
a result.json with status codex_unavailable.)
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).
4. Review — do not trust the self-report
Codex's result.json includes its own summary and gate claims. Re-verify, don't accept:
- Re-run the project's gates yourself (the test/lint/build commands from step 1). Never take
"gates passed" on faith.
- Read the diff against the brief: did Codex do what was asked, nothing more (scope creep) and
nothing less? touchedFiles in the result is your starting point.
- Run the relevant guard skills on the diff if you have them installed (clean-code-guard,
test-guard, etc. from guard-skills) — this skill produces the work; those skills judge it.
- For schema/migration changes, round-trip them; for removals, grep for dangling references.
Full checklist: [references/review-and-land.md](references/review-and-land.md).
5. Land it
Because Codex's sandbox cannot reliably write .git (it varies by version, OS, and path), **the
orchestrator commits.** Only after the gates pass and the diff holds:
- Commit the verified work yourself, with a clear message.
- If it needs changes, send a delta brief with
--session <threadId>from the priorresult.json
(use --resume-last only when no thread id is available), and review again.
Read-only second opinions
The relay doubles as a clean way to get an adversarial second opinion with a verified read-only filesystem profile: dispatch
--read-only with a brief that lists the agreed points, then each contested point with both
positions, and ask Codex to defend or concede each — deliverable in its final message, touching no
files. Any delegation skill whose implementer offers a read-only mode supports the same use, but
check how hard that mode's guarantee is first: Codex's sandbox enforces it, while Grok's is
best-effort and only flagged after the fact (readOnlyViolation) — for those implementers,
verify touchedFiles came back empty instead of assuming no edits.
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 — that is the whole point. Two limits on that
mandate: surface, don't absorb (report Codex'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](references/review-and-land.md).
If you have the openai-codex plugin
The official openai-codex Claude Code plugin is excellent and complementary — codex-delegate
builds on the same codex CLI, it doesn't replace the plugin. They point in different directions:
- The plugin's
codex:codex-rescueagent is a forwarder: it hands one task to Codex and returns
the output. It deliberately does not poll, review, or commit.
- The plugin's review command and stop-review gate run the inverse direction: Codex reviews your work.
codex-delegateis the orchestration loop in the other direction: *you* drive Codex to
implement across one task or a queue, and *you* review and land each result. That loop — brief →
dispatch → poll → review → commit, with the orchestrator owning the commit — is what the plugin
leaves to you, and what this skill encodes.
If you have the plugin installed, its companion CLI is an optional alternative dispatch backend; the
upstream relay.mjs is a separate runtime dependency beyond the codex binary
(Node and git, which the relay also needs, are prerequisites for every skill here).
References
- [references/writing-the-brief.md](references/writing-the-brief.md) — how to write a brief Codex can
execute blind: structure, XML blocks, the report contract, embedding the real gate commands.
- [references/dispatch-and-poll.md](references/dispatch-and-poll.md) —
relay.mjsflags, the
result.json contract, backgrounding per orchestrator, and recovery when a run misbehaves.
- [references/review-and-land.md](references/review-and-land.md) — the review checklist, the commit
boundary, and the exact-session rework cycle.
- [references/multi-task-queues.md](references/multi-task-queues.md) — running a sequential queue:
… (nội dung đầy đủ có trong gói tải về)
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