Lobster Subagent Dev

v1.0.0

Subagent-driven development. Dispatch fresh subagent per task with 2-stage review (spec + quality). Cost-aware model routing. From Superpowers by Jesse Vincent.

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Install

OpenClaw Prompt Flow

Install with OpenClaw

Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for wangxiaofei860208-source/lobster-subagent-dev.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "Lobster Subagent Dev" (wangxiaofei860208-source/lobster-subagent-dev) from ClawHub.
Skill page: https://clawhub.ai/wangxiaofei860208-source/lobster-subagent-dev
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install lobster-subagent-dev

ClawHub CLI

Package manager switcher

npx clawhub@latest install lobster-subagent-dev
Security Scan
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Benign
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OpenClawOpenClaw
Benign
high confidence
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.
Assessment
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.

Like a lobster shell, security has layers — review code before you run it.

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97downloads
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1versions
Updated 3w ago
v1.0.0
MIT-0

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 TypeModelWhy
1-2 files, complete specCheapestMechanical
Multi-file integrationStandardNeeds judgment
Architecture/reviewStrongestNeeds expertise

Agent Status Handling

StatusAction
DONEProceed to spec review
DONE_WITH_CONCERNSRead concerns, then decide
NEEDS_CONTEXTProvide context, re-dispatch
BLOCKEDChange 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)

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