Agent SkillsalphaXiv/OpenResearch › orx-agent-delegation

orx-agent-delegation

GitHub

用于通过 orx agent spawn 命令将独立任务委派给辅助代理会话,涵盖任务选择、自包含简报编写、分支所有权保护及计算授权,确保工作边界清晰且安全。

agent-skills/orx-agent-delegation/SKILL.md alphaXiv/OpenResearch

Trigger Scenarios

需要创建新的代理会话处理独立任务 编写代理任务的自包含简报 配置代理的分支和计算权限

Install

npx skills add alphaXiv/OpenResearch --skill orx-agent-delegation -g -y
More Options

Non-standard path

npx skills add https://github.com/alphaXiv/OpenResearch/tree/main/agent-skills/orx-agent-delegation -g -y

Use without installing

npx skills use alphaXiv/OpenResearch@orx-agent-delegation

指定 Agent (Claude Code)

npx skills add alphaXiv/OpenResearch --skill orx-agent-delegation -a claude-code -g -y

安装 repo 全部 skill

npx skills add alphaXiv/OpenResearch --all -g -y

预览 repo 内 skill

npx skills add alphaXiv/OpenResearch --list

SKILL.md

Frontmatter
{
    "name": "orx-agent-delegation",
    "description": "Delegate independent work to helper agent sessions with `orx agent spawn`: task selection, self-contained briefs, branch ownership, compute authorization, wakeups, and nesting or concurrency constraints. Use before spawning a helper or interpreting its result; do not delegate the literature retrieval loop."
}

Delegate work to another agent

orx agent spawn creates a new top-level session in the same project. The helper is visible to the user, receives its own worktree and transcript, and works independently from this session.

orx agent spawn "<self-contained task>"
orx agent spawn --title "<session title>" --stdin
orx agent spawn "<task>" --harness <harness> --model <model>
orx agent spawn "<task>" --no-wake

By default, this chat resumes with the helper's closing reply. Use --no-wake only when no follow-up is needed. A spawned session cannot spawn another helper, and the CLI enforces the number of helpers a session may have in flight. If the command refuses a spawn for either reason, do the work here or wait for a helper to finish.

Choose tasks with a clean boundary

Delegate work that is genuinely independent from the node this session owns, such as surveying an unfamiliar codebase or writing up completed results. Do the work here when it is a step in the experiment loop already underway.

Never delegate the retrieval loop covered by orx-lit-review: the main agent must inspect and rank the combined literature candidates itself.

Protect branches and compute

  • Never give a helper a branch checked out by this session. If it must change experiment code, tell it to create its own node and work on that node's branch.
  • A frozen experiment node may not be edited by either session.
  • State exactly which orx exp run calls the helper may launch. Explicitly forbid launches when none are authorized; otherwise the helper may infer that the normal research loop is available.
  • The helper's edits remain in its worktree. Nothing merges into this branch automatically.

Write a standalone brief

The helper starts with an empty transcript and cannot see this conversation. Include the project, relevant experiment and branch, metric, constraints, allowed compute, expected output, and a concrete definition of done. Use --stdin for a multi-paragraph brief.

Version History

  • 24e404e Current 2026-09-21 23:52

Same Skill Collection

agent-skills/orx-compute/SKILL.md
agent-skills/orx-create/SKILL.md
agent-skills/orx-customize/SKILL.md
agent-skills/orx-evidence/SKILL.md
agent-skills/orx-experiment-tree/SKILL.md
agent-skills/orx-figures/SKILL.md
agent-skills/orx-git/SKILL.md
agent-skills/orx-instances/SKILL.md
agent-skills/orx-lit-review/SKILL.md
agent-skills/orx-paper/SKILL.md
agent-skills/orx-reports/SKILL.md

Metadata

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Version
24e404e
Hash
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Indexed
2026-09-21 23:52

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