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Lobster Subagent Dev

作者 wangxiaofei860208-source · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install lobster-subagent-dev
功能描述
Subagent-driven development. Dispatch fresh subagent per task with 2-stage review (spec + quality). Cost-aware model routing. From Superpowers by Jesse Vincent.
使用说明 (SKILL.md)

Lobster Subagent-Driven Development 🦞

Fresh subagent per task. Two-stage review. Ship with confidence.

Inspired by Superpowers by Jesse Vincent.

Core Principle

Fresh subagent per task + 2-stage review = high quality, fast iteration

Subagents never inherit session context. You construct exactly what they need. This preserves your own context for coordination work.

The Process

1. Read Plan → Extract Tasks

  • Read implementation plan once
  • Extract ALL tasks with full text
  • Create TodoWrite tracking

2. Per Task: Implementer → Spec Review → Quality Review

[Dispatch Implementer]
  ↓ (if questions → answer → re-dispatch)
[Implementer: implement + test + commit + self-review]
  ↓
[Dispatch Spec Reviewer]
  ↓ ❌ → Fix → Re-review
  ↓ ✅
[Dispatch Code Quality Reviewer]
  ↓ ❌ → Fix → Re-review
  ↓ ✅
[Mark task complete]
  ↓
[Next task...]

3. Final Review

After all tasks complete:

  • Dispatch final code reviewer for entire implementation
  • Verify all requirements met
  • Run full test suite

Model Selection

Task Type Model Why
1-2 files, complete spec Cheapest Mechanical
Multi-file integration Standard Needs judgment
Architecture/review Strongest Needs expertise

Agent Status Handling

Status Action
DONE Proceed to spec review
DONE_WITH_CONCERNS Read concerns, then decide
NEEDS_CONTEXT Provide context, re-dispatch
BLOCKED Change model / split task / escalate

Never

  • Skip reviews (spec OR quality)
  • Start quality review before spec passes
  • Let implementer self-review replace actual review
  • Move to next task while review has open issues
  • Dispatch multiple implementers in parallel (conflicts)
安全使用建议
This skill is internally coherent and low-risk as provided: it only defines a workflow for dispatching short-lived subagents and requests no secrets or installs. Things to consider before enabling: (1) subagent autonomy — ensure you trust automated dispatching and review the agent's authorization policy for launching subagents; (2) cost/model routing — confirm which models will be used for each task type to avoid unexpected expense; (3) validation — because the process delegates work, make sure human review gates and test-run policies are enforced so automated subagents cannot merge or deploy changes without oversight. If you want stricter controls, restrict the skill to user-invocable only (no autonomous runs) or configure model/endpoint allowlists and rate/cost limits.
功能分析
Type: OpenClaw Skill Name: lobster-subagent-dev Version: 1.0.0 The skill bundle defines a structured development workflow for managing subagents, focusing on task extraction, multi-stage reviews (spec and quality), and model selection. The instructions in SKILL.md are purely organizational and lack any indicators of malicious intent, data exfiltration, or unauthorized execution.
能力评估
Purpose & Capability
Name/description (subagent-driven development with 2-stage review) match the SKILL.md content. The skill is instruction-only and requires no binaries, env vars, or installs, which is proportionate to a process/workflow orchestration skill.
Instruction Scope
SKILL.md contains high-level orchestration steps (extract tasks, dispatch implementer/spec/quality reviewers, handle statuses). It does not instruct the agent to read unrelated files, access secrets, call unexpected external endpoints, or perform system-level operations. The instructions are procedural but remain within the stated coordination scope.
Install Mechanism
No install spec and no code files — lowest-risk model for an instruction-only skill. Nothing will be written to disk or downloaded by the installer.
Credentials
The skill requires no environment variables, credentials, or config paths. There are no requests for unrelated secrets or broad access, which is proportional to the described functionality.
Persistence & Privilege
always is false and there is no indication the skill modifies other skills or system-wide settings. Autonomous invocation is allowed by platform default, which is expected for an orchestration skill; the skill does not request elevated persistence or privileges.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install lobster-subagent-dev
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /lobster-subagent-dev 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
lobster-subagent-dev v1.0.0 – Initial Release - Introduces a subagent-driven development process with a fresh subagent dispatched per task. - Implements a 2-stage review workflow: separate specification and quality code reviews for each task. - Features cost-aware model routing, selecting models based on task complexity. - Ensures agent independence by not inheriting session context between subagents. - Describes status handling for agent workflow and outlines key “never” practices to prevent errors. - Inspired by the Superpowers project by Jesse Vincent.
元数据
Slug lobster-subagent-dev
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Lobster Subagent Dev 是什么?

Subagent-driven development. Dispatch fresh subagent per task with 2-stage review (spec + quality). Cost-aware model routing. From Superpowers by Jesse Vincent. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 105 次。

如何安装 Lobster Subagent Dev?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install lobster-subagent-dev」即可一键安装,无需额外配置。

Lobster Subagent Dev 是免费的吗?

是的,Lobster Subagent Dev 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Lobster Subagent Dev 支持哪些平台?

Lobster Subagent Dev 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Lobster Subagent Dev?

由 wangxiaofei860208-source(@wangxiaofei860208-source)开发并维护,当前版本 v1.0.0。

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