sero-subagent-orchestration
Orchestrate parallel implementation and fresh validation agents safely in the Sero repository. Use when a task asks for pi-subagents, parallel workers, isolated worktrees, review-and-fix loops, or several independent fixes that must be integrated and reviewed without Claude Code.
供给资产档案
编程与开发 Agent
代码审查、仓库分析、测试、CI、GitHub、DevOps 与开发工作流 Skill。
场景
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
适配 Agent
Claude Code + CLI + Codex
适用于 Codex、Claude Code、Cursor、CLI 或自定义 Agent。
安装
就绪
npx skills add sero-labs/sero --skill sero-subagent-orchestration
维护状态
新鲜
距上次推送 4 天
风险
需审查
Permission surface may require sandboxing
GitHub 质量
19
60/100 质量 · 64/100 信任
覆盖标签
审查说明
Permission surface may require sandboxing · The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.
Agent 采用评分卡
一眼查看信任、审计与安装准备度
这些分数综合公开仓库元数据、OpenAgentSkill 审查信号、维护新鲜度与安装准备度。它用于候选筛选,不替代人工审查。
质量
有潜力有用的候选项,但采用前应与替代方案比较。
信任
Do not auto-installTrust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
审计
需审查对安装准备度、安全元数据、维护情况与采用风险的机器可读审查。
OpenAgentSkill 信任评分 v5
安装前需人工审查
Choose a stronger alternative or inspect the source manually before any install attempt.
Stars
19 个 GitHub Stars
仓库活跃度
19 个 Star,1 个 Fork
维护状态
距上次推送 4 天
许可证
Apache-2.0
安装
npx skills add sero-labs/sero --skill sero-subagent-orchestration
安装安全性
标准软件包或运行时安装路径
权限范围
shell or command execution, filesystem or document access
Agent 结果
暂未有 Agent 结果数据
文档
README/SKILL.md 上下文充分
风险摘要
生产前审查
- The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
安装准备度
安装路径可用
- 安装路径可用
- 仓库证据可用
- 已声明许可证
- 暂无 Agent 验证结果证据
Agent 可读元数据
这个 Skill 的机器可读决策数据。
使用此区块或内嵌 JSON 判断 Agent 是否应安装该 Skill、选择替代方案,或先请求人工审查。
适用任务
- GitHub automation 工作流
- Claude Code 团队
- builders willing to evaluate younger projects
- Inspect repository metadata
适用 Agent
安装决策
- 命令
- npx skills add sero-labs/sero --skill sero-subagent-orchestration
- 策略
- 审查
- 人工审查
- 是
信任与风险
- 信任
- 56/100
- 审计
- 73/100
- 风险级别
- 需审查
结果闭环
- 端点
- /api/agent/outcome
- 事件 ID
- resolve
- 结果
- 5
不适用场景
- 需要厂商支持 SLA 的团队
- production agents without a repository review
- Low GitHub adoption signal
- The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.
- 高风险权限提示:Shell 或命令执行
替代 Skill
Opencode
200.7K Stars
npx skills add anomalyco/opencode
替代 Skill
Code Review
168.6K Stars
npx skills add mattpocock/skills --skill code-review
替代 Skill
Grill With Docs
164.7K Stars
npx skills add mattpocock/skills --skill grill-with-docs
替代 Skill
To Spec
164.7K Stars
npx skills add mattpocock/skills --skill to-spec
Agent 安全 v2
41/100 · 避免自动安装
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
高
Shell 或命令执行
Skill 元数据引用了终端、CLI、Shell、子进程或命令执行工作流。
中
Browser automation
Skill may drive a browser or interact with web pages.
中
网络访问
Skill 可能访问远程页面、API、仓库或外部服务。
中
文件系统访问
Skill 可能读取或写入项目文件、文档、生成产物或本地工作区状态。
- 高风险权限提示:Shell 或命令执行
- Permission surface may require sandboxing
安装目标
在你的 Agent 工作流中安装此 Skill
通过公开安装端点获取命令、安全清单、目标提示词和该 Skill 的规范链接。
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install sero-labs-sero-subagent-orchestrationAgent 解析计划
让 Agent 在安装前验证匹配度。
Resolve API 返回首选 Skill、替代方案、安全策略、审计说明、安装目标和可直接执行的提示词,无需抓取此页面。
打开 JSON
/api/agent/resolve?task=Use%20sero-subagent-orchestration%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve 文本
/api/agent/resolve?task=Use%20sero-subagent-orchestration%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
安装交接
/api/skills/sero-labs-sero-subagent-orchestration/install
Agent 应检查
- 从 Resolve API 检查任务匹配与替代方案。
- 检查审计评分、信任评分和安全策略警告。
- 检查 Codex、Claude Code、Cursor 或 CLI 的安装目标兼容性。
复制提示词
Task: Use sero-subagent-orchestration in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20sero-subagent-orchestration%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/sero-labs-sero-subagent-orchestration/install
Install command: npx skills add sero-labs/sero --skill sero-subagent-orchestration
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent 交接
把安装路径交给 Agent,而不是再给一个目录页。
通过公开安装端点获取命令、安全清单、目标提示词和该 Skill 的规范链接。
安装交接
/api/skills/sero-labs-sero-subagent-orchestration/install
LLM 文本格式
/api/skills/sero-labs-sero-subagent-orchestration/install?format=text
寻找替代方案
/api/skills/search?q=sero-subagent-orchestration&limit=3
Agent 提示词
Use sero-subagent-orchestration for this task. Review https://www.openagentskill.com/api/skills/sero-labs-sero-subagent-orchestration/install, then install with: npx skills add sero-labs/sero --skill sero-subagent-orchestrationRegistry 元数据
用于自动选择 Skill 的 Agent 可读档案。
本页通过 Registry API 提供相同的决策、信任、审计、场景和安装信号,让 Agent 无需抓取界面即可排序。
Manifest
/api/registry/manifest/sero-labs-sero-subagent-orchestration
LLM 文本
/api/registry/manifest/sero-labs-sero-subagent-orchestration?format=text
安装别名
/api/registry/install/sero-labs-sero-subagent-orchestration
推荐
/api/registry/recommend?task=Use%20sero-subagent-orchestration%20in%20an%20agent%20workflow&limit=3
Agent 决策面板
Fallback candidate for GitHub automation
先用此 Skill 做原型验证,并保留备选方案。
栈中角色
备选候选
主要匹配
GitHub automation
信任标签
先做原型验证
安装路径
命令已就绪
适用场景
- GitHub automation 工作流
- Claude Code 团队
- builders willing to evaluate younger projects
证据
- 仓库近期活跃
- 已提供安装命令或 GitHub 仓库
- 60/100 质量档案
- 6 个 OpenAgentSkill 交互事件
先审查
- Low GitHub adoption signal
- The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.
实施路径
- 1在沙盒 Agent 中安装它,并端到端完成一次GitHub automation任务。
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
信任档案
Do not auto-install
Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.
GitHub 采用度
修复19 个 GitHub Stars
Star/Fork 活跃度
修复19 个 Star,1 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过距上次推送 4 天
许可证清晰度
通过Apache-2.0
积极信号
- AI 审查已通过
- 安装路径可用
- 仓库证据可用
- 近期维护的仓库
- 安装命令未发现明显高风险模式
- 结果闭环已就绪,但需要首次真实 Agent 运行
安装前审查
- The skill references an external 'pi-subagents' skill as the canonical API guide, which is not included in this submission. Users may need to locate that separately.
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- GitHub adoption: 19 GitHub stars
- Stars/forks activity: 19 stars, 1 forks; issue activity unavailable in current metadata
- Permission surface: shell or command execution, filesystem or document access
- 暂未有真实 Agent 结果报告
- 无人值守安装前需要人工审查
建议操作
Choose a stronger alternative or inspect the source manually before any install attempt.
质量档案
有潜力 适用于 Agent 工作流的候选
有用的候选项,但采用前应与替代方案比较。
工作流匹配
在这些场景使用此 Skill
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Automate repeated work
Workflow automation
I need my agent to automate a repeated workflow across tools and files.
工作流匹配
加入完整工作流
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
替代方案短名单
安装前对比
可能适合该任务的相近 Skill。
Opencode
The open source coding agent.
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Grill With Docs
A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
To Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
概览
--- name: sero-subagent-orchestration description: Orchestrate parallel implementation and fresh validation agents safely in the Sero repository. Use when a task asks for pi-subagents, parallel workers, isolated worktrees, review-and-fix loops, or several independent fixes that must be integrated and reviewed without Claude Code. ---
# Sero Subagent Orchestration
Use the `pi-subagents` skill as the canonical API guide. Apply this project workflow for reliable Sero implementation.
## 1. Preflight one worker
Do not launch the full fleet first.
1. Call `subagent({ action: "list" })`. Use only an executable, non-disabled agent. 2. Call `subagent({ action: "models" })` and select an exact model ID from the active registry. 3. Run one read-only smoke task with the exact agent, model, context, and tools planned for implementation. 4. Require the smoke task to read `AGENTS.md`, inspect `git status`, and read one target source symbol. 5. Start implementation only after the smoke task proves repository tools work.
An agent can start successfully but still have no repository tools. A configured model can also differ from the model shown by inherited defaults. Test both. Custom agent tool lists are strict: legacy tool names can leave the child with only supervisor contact. Include the current repository execution tool, such as `exec`, in the allowlist.
If the model fails, pass an exact model ID returned by the active registry. If tools fail, use a project worker whose strict allowlist includes `exec` and the required diagnostic tools. Run `list` and repeat the smoke test after any agent change. Do not use the `claude-code` agent.
## 2. Design independent lanes
Group findings by source seam, not by issue number. Two lanes must not edit the same production file. Give each lane:
- a distinct goal and source seam; - exact evidence and acceptance criteria; - authority limits: no push, merge, PR comment, publish, or release; - functional regression tests and focused validation; - the Sero 500 LOC check; - a required Conventional Commit and commit SHA report.
Use `context: "fresh"` and `worktree: true` for every parallel writer. Keep one writer in each worktree. Use stable `runs.all` keys and an async workflow. Do not edit the parent worktree while writers run.
Keep producer and consumer changes in one lane when they form one runtime contract. A fix is incomplete if planning or approval accepts data that the final runtime cannot load or enforce.
## 3. Run and supervise
Use one `workflowScript` for the implementation wave:
```javascript const results = await runs.all([ { key: "validation", agent: "sero-fix-worker", model: "<verified-model-id>", context: "fresh", worktree: true, task: "Implement the validation lane, test it, commit it, and report the SHA." }, { key: "lifecycle", agent: "sero-fix-worker", model: "<verified-model-id>", context: "fresh", worktree: true, task: "Implement the lifecycle lane, test it, commit it, and report the SHA." } ]); return results.map(({ key, runId, output, handoff }) => ({ key, runId, output, handoff })); ```
Use `subagent_wait` only when the user asked for run-to-completion. Reply to supervisor requests before waiting. Never poll with sleep or repeated status calls.
If a supervisor request needs a product, authority, or security decision:
1. Pause the writer. 2. Explain the affected user-facing object in plain language before asking for a choice. 3. Record the user's exact decision. 4. Resume the same retained session. Do not launch a replacement while the original child can still be live.
If a detached child needs attention but no pending request is available, interrupt it to a safe paused state, then resume that retained run with the decision. Preserve its worktree and session instead of starting a second writer.
## 4. Integrate through the parent
Inspect each handoff and commit before integration. Cherry-pick commits one at a time into the clean parent branch. Resolve overlap centrally, then run:
- proactive diagnostics on touched files; - focused tests for every fault class; - root `pnpm typecheck`; - touched source file line counts; - React Doctor when React files changed; - documentation and prototype checks required by `AGENTS.md`.
Run the full affected package suite after focused tests. It catches stale assertions that isolated fix tests can miss. Recheck the complete touched-file list after integration because a one-line edit can make an existing file exceed 500 LOC.
Managed worktrees can have incomplete dependency links. Do not run concurrent installs that mutate shared `node_modules`. Use the existing frozen repository install where possible. If the parent links are damaged, restore them once after all writers stop with the frozen lockfile, confirm no lockfile change, then rerun validation in the parent.
Check whether the integrated range changes `packages/*`. Record the npm republish requirement even when the last fix commit did not touch that package.
Do not push until integrated validation is green.
## 5. Validate with fresh reviewers
Launch a new read-only `runs.all` wave after integration. Use distinct angles:
- correctness, races, and security boundaries; - regression tests, failure injection, and fault-class sweeps; - simplicity, Sero constraints, docs, and file size.
Reviewers must read the integrated parent HEAD and exact base range, not a worker branch. Give file and line evidence and make no edits. Assign at least one reviewer to trace end-to-end contracts from discovery or planning through approval, persistence, and final runtime use. Tests of only the first half of a contract are not sufficient.
Reconcile all reports in the parent. If a real blocker remains, use one fix worker, integrate it, and repeat with new fresh context. Use a bounded review loop, normally three rounds. Stop when no correctness, data-loss, or security blocker remains. Treat transient aggregate-test failures as evidence to investigate: rerun the affected package and exact test, then report the result without hiding the unstable aggregate run.
## 6. Report and update the PR
Follow the `sero-code-review` skill. Give a green or red code verdict, list the status of every earlier finding, state exact validation, and separate non-code merge blockers. Update one existing PR review comment with:
```bash gh pr comment <pr> --edit-last --create-if-none --body-file <file> ```
Push the validated integrated commits before posting so the PR head matches the reviewed SHA. Confirm the remote head, draft checks, and clean local status. Never stack review comments. Keep the PR a draft unless the user explicitly asks otherwise.
技术详情
- 版本
- 1.0.0
- 许可证
- Apache-2.0
- 最近更新
- 2026年8月19日
- 发布时间
- 2026年8月19日
决策摘要
备选候选
仓库近期活跃
Agent 验证证据
Agent 验证证据
来自解析、审查、安装和一次小范围运行后的结果报告。
- 成功率
- —
- 近期失败
- —
- 结果
- 0
- 输出质量
- —
- 失败
- 0
- 不相关
- 0
- 安装次数
- 0
- 风险拦截
- 0
- 需要配置
- 0
- 生产环境
- 0
暂时没有 Agent 结果数据。首次 Agent 执行可以通过 /api/agent/outcome 报告成功、需要设置、风险拦截、失败或不相关。
增长闭环
分享工具包
为 sero-subagent-orchestration 准备的场景化草稿,可手动发布到 X。
sero-subagent-orchestration: Orchestrate parallel implementation and fresh validation agents safely in the Sero repository... 19 stars https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration?ref=x
可选:带安装命令的回复
Listing + install path for sero-subagent-orchestration: https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration?ref=x Install: npx skills add sero-labs/sero --skill sero-subagent-orchestration
收录来源
Registry 收录
此列表来自公开来源,维护者认领获批前不会标记为官方。
- 创作者
- sero-labs
- 收录方
- OpenAgentSkill 社区索引
归属链接指向公开仓库或创作者主页。创作者可认领列表以更新所有权信号。
认领此 Skill所有者认领
认领此 Skill 页面
这条 Registry 收录 列表归属于 sero-labs,但尚未标记为官方。认领后可增加已验证所有者信号,使后续发布、安装和审计更新更值得信赖。
创作者外链工具包
将证据徽章加入你的 README
在开发者评估仓库的位置展示规范页面、当前信任与审计信号,以及真实的 Agent 验证证据。
[](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration)
[](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration)
[](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration/audit)
[](https://www.openagentskill.com/skills/sero-labs-sero-subagent-orchestration)作者
sero-labs
@sero-labs
平台适配
健康信号
- GitHub Stars
- 19
- 质量评分
- 33/100
- 最近 GitHub 推送
- 2026年8月19日
- 框架提示
- 未知
- OpenAgentSkill 浏览量
- 6
- 复制安装命令
- 0
- 跳转点击
- 0
社区信号
告诉我们这个 Skill 是否对你的 Agent 工作流有帮助。汇总反馈会持续改善排序。
信任与安全
Do not auto-install
- GitHub 采用度19 个 GitHub Stars修复
- Star/Fork 活跃度19 个 Star,1 个 Fork; 当前元数据中没有议题活跃度信息修复
- 近期维护距上次推送 4 天通过
- 许可证清晰度Apache-2.0通过
- README/SKILL.md 完整度元数据包含足够的用法与工作流上下文通过
- 依赖与运行时风险command execution surface, network or browser surface信息
相关 Skill
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The open source coding agent.
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