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Agent Skill · 研究检索

ring%3asubagent-driven-development(Ring%3a 子 Agent 驱动的开发)

ring%3asubagent-driven-development 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。

ring%3asubagent-driven-development 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,暂无第三方扫描结果,按安装量在研究检索类的 73,675 个 Skill 里排第 50,488。

总安装 612周安装 26GitHub Stars 180下载 214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:ring%3asubagent-driven-development(Ring%3a 子 Agent 驱动的开发)
来源仓库:https://github.com/lerianstudio/ring
仓库路径:skills/ring%3Asubagent-driven-development
安装命令:
npx skills add https://github.com/lerianstudio/ring --skill ring:subagent-driven-development
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/lerianstudio/ring --skill ring:subagent-driven-development

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。

ring%3asubagent-driven-development 用于查找、检索和筛选相关信息。它适合在 Codex、Claude、Cursor、Gemini CLI 中基于关键词或场景快速定位结果。可通过 npx skills add 命令从 GitHub 仓库安装,具体用法需查阅原始 README。

安装前建议确认权限、维护状态及是否涉及网络或系统调用。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/ring%3Asubagent-driven-development

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/lerianstudio/ring --skill ring:subagent-driven…;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

ring%3asubagent-driven-development 怎么安装?

在终端执行 npx skills add https://github.com/lerianstudio/ring --skill ring:subagent-driven-developme…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

ring%3asubagent-driven-development 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。

ring%3asubagent-driven-development 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。

ring%3asubagent-driven-development 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。

ring%3asubagent-driven-development 用的人多吗?

公开数据是累计安装 612 次,近一周安装 26 次,下载 214 次,GitHub 180 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。

ring%3asubagent-driven-development 安全吗?

没有查到第三方扫描结果,安全性无法从公开资料判断,安装前请自行审查源码、依赖和命令行为。

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。
  • 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。
  • 没有第三方扫描结果,安全性只能靠自己读源码判断。
  • 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。
  • 要求有安全扫描结论才肯安装的团队。
  • 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
ring%3asubagent-driven-development

Ring%3a 子 Agent 驱动的开发 · 本页

612180只读未明确未收录

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

Subagent-Driven Development

Execute plan by dispatching fresh subagent per task, with code review after each.

Core principle: Fresh subagent per task + review between tasks = high quality, fast iteration

Overview

vs. Executing Plans (parallel session):

  • Same session (no context switch)
  • Fresh subagent per task (no context pollution)
  • Code review after each task (catch issues early)
  • Faster iteration (no human-in-loop between tasks)

When to use:

  • Staying in this session
  • Tasks are mostly independent
  • Want continuous progress with quality gates

When NOT to use:

  • Need to review plan first (use ring:executing-plans)
  • Tasks are tightly coupled (manual execution better)
  • Plan needs revision (brainstorm first)

The Process

1. Load Plan

Read plan file, create TodoWrite with all tasks.

1.5 Handle Multi-Module Tasks (if applicable)

If plan has tasks with target: and working_directory: fields:

  1. Track current module context: current_module = None current_directory = "."
  2. Before dispatching task subagent, check for context switch: IF task.target!= current_module AND current_module!= None: # Prompt user for confirmation AskUserQuestion: question: "Switching to {task.target} module at {task.working_directory}. Continue?" header: "Context" options: - label: "Continue" description: "Switch and execute task" - label: "Skip task" description: "Skip this task" - label: "Stop" description: "Stop execution" Handle response accordingly
  3. Include working directory in subagent prompt: Task(subagent_type=task.agent, model="opus", prompt="Working directory: {task.working_directory} FIRST: cd {task.working_directory} THEN: Check for PROJECT_RULES.md and follow if exists {original task prompt}")

Optimization: Reorder tasks to minimize context switches (if no dependencies between modules).


2. Execute Task with Subagent

Dispatch: Task tool with: Task N from [plan-file], working directory (if multi-module), instructions (implement, test with TDD, verify, commit, report back). Subagent reports summary.

3. Review Subagent's Work (Parallel Execution)

CRITICAL: Single message with 5 Task tool calls - all reviewers execute simultaneously.

ReviewerContext
ring:code-reviewerWHAT_WAS_IMPLEMENTED, PLAN, BASE_SHA, HEAD_SHA
ring:business-logic-reviewerSame context
ring:security-reviewerSame context
ring:test-reviewerSame context
ring:nil-safety-reviewerSame context

Each returns: Strengths, Issues (Critical/High/Medium/Low/Cosmetic), Assessment (PASS/FAIL)

4. Aggregate and Handle Review Feedback

Aggregate all issues by severity across all 5 reviewers.

SeverityAction
Critical/High/MediumDispatch fix subagent → Re-run all 5 reviewers → Repeat until clear
LowAdd # TODO(review): [issue] - reviewer, date, Severity: Low
CosmeticAdd # FIXME(nitpick): [issue] - reviewer, date, Severity: Cosmetic

Commit TODO/FIXME comments with fixes.

5. Mark Complete, Next Task

After all Critical/High/Medium issues resolved for current task:

  • Mark task as completed in TodoWrite
  • Commit all changes (including TODO/FIXME comments)
  • Move to next task
  • Repeat steps 2-5

6. Final Review (After All Tasks)

Same pattern as Step 3 but reviewing entire implementation (all tasks, full BASE_SHA→HEAD_SHA range). Aggregate, fix, re-run until all 5 PASS.

7. Complete Development

After final review passes:

  • Announce: "I'm using the finishing-a-development-branch skill to complete this work."
  • REQUIRED SUB-SKILL: Use finishing-a-development-branch
  • Follow that skill to verify tests, present options, execute choice

Example Workflow

Task 1: Implement → All 5 reviewers PASS → Mark complete.

Task 2: Implement → Review finds: Critical (hardcoded secret), High (missing password reset, missing input validation), Low (extract token logic) → Dispatch fix subagent → Re-run reviewers → All PASS → Add TODO for Low → Mark complete.

Final: All 5 reviewers PASS entire implementation → Done.

Why parallel: 5x faster, all feedback at once, TODO/FIXME tracks tech debt.

Advantages

vs.Benefits
Manual executionFresh context per task, TDD enforced, parallel-safe
Executing PlansSame session (no handoff), continuous progress, automatic review

Cost: More invocations, but catches issues early (cheaper than debugging later).

Red Flags

Never:

  • Skip code review between tasks
  • Proceed with unfixed Critical/High/Medium issues
  • Dispatch reviewers sequentially (use parallel - 5x faster!)
  • Dispatch multiple implementation subagents in parallel (conflicts)
  • Implement without reading plan task
  • Forget to add TODO/FIXME comments for Low/Cosmetic issues

Always:

  • Launch all 5 reviewers in single message with 5 Task calls
  • Wait for all reviewers before aggregating findings
  • Fix Critical/High/Medium immediately
  • Add TODO for Low, FIXME for Cosmetic
  • Re-run all 5 reviewers after fixes

If subagent fails task:

  • Dispatch fix subagent with specific instructions
  • Don't try to fix manually (context pollution)

Integration

Required workflow skills:

  • ring:writing-plans - REQUIRED: Creates the plan that this skill executes
  • ring:requesting-code-review - REQUIRED: Review after each task (see Step 3)
  • ring:finishing-a-development-branch - REQUIRED: Complete development after all tasks (see Step 7)

Subagents must use:

  • ring:test-driven-development - Subagents follow TDD for each task

Alternative workflow:

  • ring:executing-plans - Use for parallel session instead of same-session execution

See reviewer agent definitions: ring:code-reviewer (agents/code-reviewer.md), ring:security-reviewer (agents/security-reviewer.md), ring:business-logic-reviewer (agents/business-logic-reviewer.md)


Blocker Criteria

STOP and report if:

Decision TypeBlocker ConditionRequired Action
Plan missingNo plan file available to executeSTOP and use ring:writing-plans first
Critical issue unfixedCode review found Critical/High/Medium issue that cannot be resolvedSTOP and report blocker to human partner
Task dependencyCurrent task depends on incomplete previous taskSTOP and resolve dependency before proceeding
Subagent failureSubagent cannot complete task after retrySTOP and report for manual intervention

Cannot Be Overridden

The following requirements CANNOT be waived:

  • MUST dispatch all 5 reviewers in parallel (single message with 5 Task calls)
  • MUST NOT proceed with unfixed Critical/High/Medium issues
  • MUST NOT dispatch multiple implementation subagents in parallel
  • MUST add TODO/FIXME comments for Low/Cosmetic issues
  • MUST use ring:finishing-a-development-branch at completion

Severity Calibration

SeverityConditionRequired Action
CRITICALReview finds security vulnerability or data loss riskMUST fix immediately, re-run all 5 reviewers
HIGHReview finds logic error or missing functionalityMUST fix before marking task complete
MEDIUMReview finds code quality issue affecting maintainabilityMUST fix before proceeding to next task
LOWReview finds minor improvement opportunityAdd TODO comment, continue to next task

Pressure Resistance

User SaysYour Response
"Skip the code review, we're behind schedule""CANNOT skip review between tasks. Review catches issues early, which is cheaper than debugging later."
"Run reviewers one at a time to see results faster""MUST dispatch all 5 reviewers in parallel. Sequential execution is 5x slower with no benefit."
"That Medium issue can wait""MUST fix Medium and above before proceeding. Technical debt compounds and blocks later tasks."
"Just implement multiple tasks at once""CANNOT dispatch parallel implementation subagents. Conflicts and context pollution will corrupt the codebase."

Anti-Rationalization Table

RationalizationWhy It's WRONGRequired Action
"One quick review is enough"Single reviewer misses issues. 5 reviewers catch different problem types.MUST run all 5 reviewers
"This task is simple, skip review"Simple tasks have simple bugs that compound. Review is cheap insurance.MUST review after every task
"Low severity issues don't need tracking"Low issues become Medium over time. TODO comments ensure they're not forgotten.MUST add TODO/FIXME for Low/Cosmetic
"I'll fix the Medium issue in the next task"Issues from task N don't belong in task N+1. Fix in context, not later.MUST fix Medium+ before proceeding
"Parallel implementation would be faster"Parallel implementation causes merge conflicts and context pollution.MUST execute tasks sequentially

平台分布

Codex

32.9%
按下载量换算70

Claude

30.41%
按下载量换算65

Cursor

18.71%
按下载量换算40

Gemini CLI

8.34%
按下载量换算18

安全审计

暂无安全审计结果可展示。

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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