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Agent Skill · 研究检索

ring%3apre-dev-research(Ring%3apre 开发研究)

ring%3apre-dev-research 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%3apre-dev-research 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,权限为需要联网;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 44,915。

总安装 881周安装 36GitHub Stars 180下载 282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%3apre-dev-research(Ring%3apre 开发研究)
来源仓库:https://github.com/lerianstudio/ring
仓库路径:skills/ring%3Apre-dev-research
安装命令:
npx skills add https://github.com/lerianstudio/ring --skill ring:pre-dev-research
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:pre-dev-research

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%3apre-dev-research 用于查找、检索和筛选相关信息。它适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词或任务线索定位内容。可通过 npx skills add 命令从 GitHub 仓库安装,具体实现以原始 README 为准。

安装前建议评估权限范围和潜在的网络访问或命令执行行为。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%3Apre-dev-research

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:pre-dev-researc…;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

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

ring%3apre-dev-research 怎么安装?

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

ring%3apre-dev-research 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%3apre-dev-research 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

ring%3apre-dev-research 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%3apre-dev-research 用的人多吗?

公开数据是累计安装 881 次,近一周安装 36 次,下载 282 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%3apre-dev-research 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。

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。

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%3apre-dev-research

Ring%3apre 开发研究 · 本页

881180需要联网未明确未收录

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

Pre-Dev Research Skill (Gate 0)

Purpose: Gather comprehensive research BEFORE writing planning documents, ensuring PRDs and TRDs are grounded in codebase reality and industry best practices.

The Research-First Principle

Traditional:  Request → PRD → Discover problems during implementation
Research-First:  Request → Research → Informed PRD → Smoother implementation

Research prevents: Reinventing existing patterns, ignoring conventions, missing framework constraints, repeating solved problems

Step 1: Determine Research Mode

BLOCKING GATE: Before dispatching agents, determine the research mode.

ModeWhen to UseExample
greenfieldNo existing patterns"Add GraphQL API" (when project has none)
modificationExtending existing functionality"Add pagination to user list API"
integrationConnecting external systems"Integrate Stripe payments"

If unclear, ask:

Before starting research: Is this (1) Greenfield - new capability, (2) Modification - extends existing, or (3) Integration - connects external systems?

Mode affects agent priority:

  • Greenfield → Web research primary (best-practices, framework-docs)
  • Modification → Codebase research primary (repo-research)
  • Integration → All agents equally weighted

Step 2: Dispatch Research Agents

Run 4 agents in PARALLEL (single message, 4 Task calls):

AgentPrompt FocusMode
ring:repo-research-analystCodebase patterns for [feature]. Search docs/solutions/ knowledge base. Return file:line references.PRIMARY in modification
ring:best-practices-researcherExternal best practices for [feature]. Use Context7 + WebSearch. Return URLs.PRIMARY in greenfield
ring:framework-docs-researcherTech stack docs for [feature]. Detect versions from manifests. Use Context7. Return version constraints.PRIMARY in integration
ring:product-designerUser problem validation, personas, competitive UX analysis, design constraints for [feature]. Mode: ux-research.PRIMARY in greenfield, SECONDARY in others

Task invocation for product-designer:

Task(
  subagent_type="ring:product-designer",
  prompt="Analyze user needs for [feature]. Mode: ux-research. Return: problem validation, preliminary personas, competitive analysis, design constraints."
)

Step 2.5: Handle Topology Configuration

If TopologyConfig is provided (from command's topology discovery):

  1. Persist in research.md frontmatter:
---
feature: {feature-name}
gate: 0
date: {YYYY-MM-DD}
research_mode: greenfield | modification | integration
agents_dispatched: 4
topology:
  scope: fullstack | backend-only | frontend-only
  structure: single-repo | monorepo | multi-repo
  modules:  # Only if monorepo or multi-repo
    backend:
      path: {path}
      language: golang | typescript
    frontend:
      path: {path}
      framework: nextjs | react | vue
  doc_organization: unified | per-module
  api_pattern: direct | bff | other  # Only if scope=fullstack
---

Document Placement (based on topology.structure):

Structureresearch.md Location
single-repodocs/pre-dev/{feature-name}/research.md
monorepodocs/pre-dev/{feature-name}/research.md (root)
multi-repoWrite to BOTH: {backend.path}/docs/pre-dev/{feature-name}/research.md AND {frontend.path}/docs/pre-dev/{feature-name}/research.md

Multi-repo directory creation:

# Create directories in both repos
mkdir -p "{backend.path}/docs/pre-dev/{feature-name}"
mkdir -p "{frontend.path}/docs/pre-dev/{feature-name}"

Multi-repo sync note: Add this footer to research.md for multi-repo:

---
**Sync Status:** This document is maintained in both repositories.
- Primary: {backend.path}/docs/pre-dev/{feature-name}/research.md
- Mirror: {frontend.path}/docs/pre-dev/{feature-name}/research.md
  1. Adjust agent dispatch for multi-module projects:

If topology.structure is monorepo or multi-repo:

  • ring:repo-research-analyst: Run ONCE per module path

- Backend: Search {topology.modules.backend.path} for patterns - Frontend: Search {topology.modules.frontend.path} for patterns

  • Combine findings in single research.md with module sections: ### Codebase Research #### Backend Module ({path}) [Agent output for backend] #### Frontend Module ({path}) [Agent output for frontend]
  1. TopologyConfig flows to all subsequent gates:
  • Gate 1 (PRD): Reads topology from research.md frontmatter
  • Gate 2 (Feature Map): Uses topology for domain mapping
  • Gate 7 (Task Breakdown): Tags tasks with target: based on topology

Step 3: Aggregate Research Findings

Output:

  • single-repo/monorepo: docs/pre-dev/{feature-name}/research.md
  • multi-repo: Both {backend.path}/docs/pre-dev/{feature-name}/research.md AND {frontend.path}/docs/pre-dev/{feature-name}/research.md
SectionContent
Metadata (YAML frontmatter)date, feature, research_mode, agents_dispatched, topology
Executive Summary2-3 sentences synthesizing key findings
Research ModeWhy selected, what it means for focus
Codebase ResearchAgent output (file:line references)
Best Practices ResearchAgent output (URLs)
Framework DocumentationAgent output (version constraints)
Product/UX ResearchAgent output (user problem, personas, design constraints)
SynthesisKey patterns to follow (file:line, URL, doc ref); Constraints identified; Prior solutions from docs/solutions/; UX considerations; Open questions for PRD

Step 4: Gate 0 Validation

BLOCKING CHECKLIST:

CheckRequired For
Research mode documentedAll modes
All 4 agents returnedAll modes
research.md createdAll modes
TopologyConfig in frontmatterAll modes (if provided by command)
At least one file:line referencemodification, integration
At least one external URLgreenfield, integration
docs/solutions/ searchedAll modes
Tech stack versions documentedAll modes
Product/UX research documentedAll modes
User problem identifiedAll modes
Synthesis section completeAll modes
Module-specific research (if multi-module)monorepo, multi-repo

If validation fails:

  • Missing agent output → Re-run that agent
  • No codebase patterns (modification) → May need mode change
  • No external docs (greenfield) → Try different search terms
  • No UX research (product-designer) → Re-run product-designer agent

Integration with Pre-Dev Workflow

ring:pre-dev-full (10-gate): Gate 0 Research → Gate 1 PRD (reads research.md) →... → Gate 3 TRD (reads research.md)

ring:pre-dev-feature (5-gate): Gate 0 Research → Gate 1 PRD → Gate 2 TRD → Gate 3 Tasks

Research Document Usage

In Gate 1 (PRD): Reference existing patterns with file:line; cite docs/solutions/; include external URLs; note framework constraints

In Gate 3 (TRD): Reference implementation patterns; use version constraints; cite similar implementations

Anti-Patterns

  1. Skipping research for "simple" features - Even simple features benefit from convention checks
  2. Wrong research mode - Greenfield with heavy codebase research wastes time; modification without codebase research misses patterns
  3. Ignoring docs/solutions/ - Prior solutions are gold; prevents repeating mistakes
  4. Vague references without file:line - "There's a pattern somewhere" is not useful; exact locations enable quick reference

Standards Loading (MANDATORY)

This skill is a research/analysis skill and does NOT require WebFetch of language-specific standards.

Purpose: This skill gathers research BEFORE technical decisions are made. Standards are loaded in TRD (Gate 3) after research establishes context.

However, research agents dispatched by this skill (e.g., ring:framework-docs-researcher) MUST use WebSearch and Context7 to gather current best practices.


Blocker Criteria - STOP and Report

ConditionActionSeverity
Research mode cannot be determinedSTOP and ask user for clarificationCRITICAL
All 4 research agents failed to return resultsSTOP and investigate connectivity/availabilityCRITICAL
No docs/solutions/ directory exists to searchContinue but document as limitationMEDIUM
TopologyConfig provided but invalidSTOP and request valid topologyHIGH
research.md cannot be created (permissions)STOP and report filesystem errorCRITICAL

Cannot Be Overridden

These requirements are NON-NEGOTIABLE:

  • MUST dispatch all 4 research agents in parallel
  • MUST determine research mode BEFORE dispatching agents
  • MUST include product/UX research via ring:product-designer
  • MUST aggregate findings into research.md with file:line references
  • MUST search docs/solutions/ for prior solutions
  • MUST document tech stack versions from manifests
  • CANNOT skip synthesis section

Severity Calibration

SeverityDefinitionExample
CRITICALResearch cannot proceedAll research agents failed, no mode determined
HIGHResearch incomplete but usableMissing agent output (1 of 4)
MEDIUMResearch quality degradedNo file:line references in codebase research
LOWMinor gaps in documentationMissing one external URL reference

Pressure Resistance

User SaysYour Response
"Skip research, just write the PRD""Cannot proceed. Research prevents reinventing existing patterns. Gate 0 takes 30 minutes, saves hours of rework."
"We already researched this manually""Cannot skip automated research. Manual research may miss codebase patterns. I'll run systematic analysis now."
"Only run codebase research, skip external""Cannot skip agents. Mode determines focus, not exclusion. Greenfield needs external research; modification needs both."
"Product research isn't needed, we know users""Cannot skip product-designer. User assumptions need validation. UX research prevents building wrong features."
"docs/solutions/ is empty, skip that check""Cannot skip the check. Empty result is documented. Future features benefit from knowing what doesn't exist."

Anti-Rationalization

RationalizationWhy It's WRONGRequired Action
"Feature is simple, research is overkill"Simple features have conventions too. Research validates simplicityRun all 4 agents regardless of perceived simplicity
"I know the codebase, skip repo research"Personal knowledge isn't documented or sharedRun ring:repo-research-analyst anyway
"External best practices don't apply to us"Best practices exist for reasons. Evaluate, don't dismissRun ring:best-practices-researcher
"Framework docs are the same as last time"Versions change. Patterns evolve. Check current stateRun ring:framework-docs-researcher
"User research slows us down"Building wrong features slows down 100x moreRun ring:product-designer in ux-research mode
"Synthesis is just summary, I can skip it"Synthesis extracts actionable insights. Summary isn't enoughComplete synthesis section with patterns/constraints

When This Skill Is Not Needed

  • Trivial changes that don't need planning (< 1 hour work)
  • research.md already exists and is recent (< 7 days old)
  • Bug fixes with known root cause requiring no design research
  • Documentation-only updates
  • Pure refactoring with no new functionality
  • Configuration changes requiring no architectural research

平台分布

Codex

36.74%
按下载量换算104

Claude

29.96%
按下载量换算84

Cursor

16.58%
按下载量换算47

Gemini CLI

8.32%
按下载量换算23

安全审计

暂无安全审计结果可展示。

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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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