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Agent Skill · 研究检索

flutter-subagent-dev(Flutter subagent DEV 搜索)

flutter-subagent-dev 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

flutter-subagent-dev 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 63,559。

总安装 315周安装 13GitHub Stars 6下载 103核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:flutter-subagent-dev(Flutter subagent DEV 搜索)
来源仓库:https://github.com/vp-k/flutter-craft
仓库路径:skills/flutter-subagent-dev
安装命令:
npx skills add https://github.com/vp-k/flutter-craft --skill flutter-subagent-dev
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/vp-k/flutter-craft --skill flutter-subagent-dev

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

flutter-subagent-dev 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词、任务场景或来源线索快速定位候选结果。通过 npx skills add 命令从指定仓库安装,需结合原始 README 核验具体用法。

安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/flutter-subagent-dev

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/vp-k/flutter-craft --skill flutter-subagent-de…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

flutter-subagent-dev 怎么安装?

在终端执行 npx skills add https://github.com/vp-k/flutter-craft --skill flutter-subagent-dev。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

flutter-subagent-dev 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

flutter-subagent-dev 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

flutter-subagent-dev 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

flutter-subagent-dev 用的人多吗?

公开数据是累计安装 315 次,近一周安装 13 次,下载 103 次,GitHub 6 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

flutter-subagent-dev 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
flutter-subagent-dev

Flutter subagent DEV 搜索 · 本页

3156只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Flutter Subagent-Driven Development

Execute plan by dispatching fresh subagent per task, with two-stage review after each: spec compliance review first, then code quality review.

Core principle: Fresh subagent per task + two-stage review = high quality Flutter code, fast iteration

Announce at start: "I'm using the flutter-subagent-dev skill to execute this plan."

When to Use

Have implementation plan?
├─ NO  → Use flutter-brainstorming first
└─ YES → Tasks mostly independent?
         ├─ NO  → Tightly coupled → Use flutter-executing instead
         └─ YES → Stay in this session?
                  ├─ YES → Use flutter-subagent-dev (this skill)
                  └─ NO  → Use flutter-executing (parallel session)

vs. Flutter Executing (batch mode):

  • Same session (no context switch)
  • Fresh subagent per task (no context pollution)
  • Two-stage review after each task
  • Faster iteration

The Process

1. Read plan, extract all tasks, create TodoWrite
   ↓
2. For each task:
   ├─ Dispatch implementer subagent
   ├─ Implementer asks questions? → Answer, then proceed
   ├─ Implementer implements, runs flutter analyze, commits
   ├─ Dispatch spec reviewer subagent
   ├─ Spec compliant?
   │   ├─ NO  → Implementer fixes, re-review
   │   └─ YES → Continue
   ├─ Dispatch code quality reviewer subagent
   ├─ Quality approved?
   │   ├─ NO  → Implementer fixes, re-review
   │   └─ YES → Mark task complete
   └─ Next task
   ↓
3. After all tasks:
   ├─ Dispatch final code reviewer
   └─ Use flutter-finishing skill

Subagent Prompt Templates

Implementer Subagent

You are implementing Task N: [task name]

## Task Description
[Full task text from plan - copy exactly]

## Context
- Project: Flutter app using [BLoC/Provider/Riverpod]
- Architecture: Clean Architecture
- This task is part of: [feature name]
- Previous tasks completed: [list]
- Dependencies: [what this task depends on]

## Layer
[Domain / Data / Presentation / Test]

## Before You Begin
If you have questions about:
- Clean Architecture placement
- State management approach
- Widget composition
- Test strategy

Ask before implementing.

## Your Job
1. Implement exactly as specified in task
2. Run `flutter analyze` - must show no issues
3. Commit with conventional commit message
4. Self-review: Check against task requirements
5. Report what you implemented

## Verification
After implementation:
$ flutter analyze lib/features/<feature>/
Expected: No issues found!

Spec Reviewer Subagent

You are reviewing whether an implementation matches its specification.

## What Was Requested
[Full task requirements from plan]

## What Implementer Claims They Built
[From implementer's report]

## CRITICAL: Do Not Trust the Report
Verify everything independently by reading actual code.

**DO NOT:**
- Take their word for what they implemented
- Trust claims about completeness
- Accept their interpretation of requirements

**DO:**
- Read the actual code they wrote
- Compare actual implementation to requirements line by line
- Check for missing pieces
- Look for extra features not in spec

## Your Job
Read the implementation code and verify:

**Missing requirements:**
- Did they implement everything requested?
- Are there requirements they skipped?

**Extra/unneeded work:**
- Did they build things not requested?
- Did they add "nice to haves" not in spec?

**Flutter-Specific Checks:**
- Is the layer correct (Domain/Data/Presentation)?
- Does Clean Architecture structure match?
- Are dependencies pointing correct direction?

**Report:**
- ✅ Spec compliant (everything matches after code inspection)
- ❌ Issues found: [list specifically what's missing or extra, with file:line references]

Code Quality Reviewer Subagent

You are reviewing Flutter code quality after spec compliance is confirmed.

## What Was Implemented
[Description]

## Git Range to Review
Base: {BASE_SHA}
Head: {HEAD_SHA}

## Flutter Code Quality Checklist

**Clean Architecture:**
- [ ] Proper layer separation (Domain/Data/Presentation)
- [ ] Dependencies point inward
- [ ] No framework imports in Domain layer

**State Management:**
- [ ] Appropriate pattern for complexity
- [ ] Proper state transitions
- [ ] Error state handling

**Widget Quality:**
- [ ] StatelessWidget preferred when possible
- [ ] Proper const usage
- [ ] No deeply nested trees

**Dart Style:**
- [ ] flutter analyze clean
- [ ] Effective Dart followed
- [ ] Proper null safety

**Tests:**
- [ ] Priority 1 tests (Repository/DataSource) present
- [ ] Priority 2 tests (State) present if applicable
- [ ] Tests actually test logic (not just mocks)

## Output Format

### Strengths
[What's well done?]

### Issues

#### Critical (Must Fix)
[Bugs, security issues, broken functionality]

#### Important (Should Fix)
[Architecture problems, missing features, test gaps]

#### Minor (Nice to Have)
[Style, optimization]

### Assessment
**Ready to proceed?** [Yes/No/With fixes]

Example Workflow

You: I'm using Flutter Subagent-Driven Development to execute this plan.

[Read plan: docs/plans/auth-plan.md]
[Extract all 5 tasks with context]
[Create TodoWrite with all tasks]

Task 1: User Entity (Domain Layer)

[Dispatch implementer subagent with full task text]

Implementer: "Implementing User entity in domain layer..."
  - Created lib/features/auth/domain/entities/user.dart
  - flutter analyze: No issues found!
  - Committed: "feat(auth): add User entity"

[Dispatch spec reviewer]
Spec reviewer: ✅ Spec compliant - User entity matches requirements

[Dispatch code quality reviewer]
Code reviewer:
  Strengths: Clean entity, proper const constructor
  Issues: None
  Assessment: Approved

[Mark Task 1 complete]

Task 2: AuthRepository Interface (Domain Layer)

[Dispatch implementer subagent]

Implementer: "Question: Should login return Either<Failure, User> or just User?"

You: "Use Either<Failure, User> pattern with dartz package"

Implementer: "Got it. Implementing..."
  - Created auth_repository.dart with Either return types
  - flutter analyze: No issues found!
  - Committed

[Dispatch spec reviewer]
Spec reviewer: ❌ Issues:
  - Missing: logout() method specified in plan
  - Extra: Added refreshToken() not in spec

[Implementer fixes]
Implementer: Added logout(), removed refreshToken()

[Spec reviewer reviews again]
Spec reviewer: ✅ Spec compliant

[Dispatch code quality reviewer]
Code reviewer: ✅ Approved

[Mark Task 2 complete]

... (continue for remaining tasks)

[After all tasks]
[Dispatch final code reviewer for entire feature]
[Use flutter-finishing skill]

Red Flags

Never:

  • Skip reviews (spec compliance OR code quality)
  • Proceed with unfixed issues
  • Start code quality review before spec compliance ✅
  • Let implementer skip flutter analyze
  • Ignore subagent questions

If subagent asks questions:

  • Answer clearly about Clean Architecture placement
  • Clarify state management approach
  • Provide context about existing patterns

If reviewer finds issues:

  • Implementer fixes them
  • Reviewer reviews again
  • Repeat until approved

REQUIRED SUB-SKILL

After all tasks complete: → flutter-craft:flutter-finishing (present completion options)

平台分布

Codex

37.27%
按下载量换算38

Claude

27.74%
按下载量换算29

Cursor

19.53%
按下载量换算20

Gemini CLI

8.99%
按下载量换算9

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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