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Agent Skill · 研究检索

ralph(Ralph 助手)

ralph 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。

ralph 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,权限为操作浏览器;许可证为 MIT,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 53,170。

总安装 539周安装 22GitHub Stars 公开资料未说明下载 174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
MIT

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:ralph(Ralph 助手)
来源仓库:https://github.com/kentoje/dotfiles
仓库路径:skills/ralph
安装命令:
npx skills add kentoje/dotfiles --skill "ralph"
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。

AgentSkills.tonpx skills
npx skills add kentoje/dotfiles --skill "ralph"

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。

ralph 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。适用于信息搜索、资料筛选和线索整理等研究类任务。

通过 npx skills add kentoje/dotfiles --skill "ralph" 安装使用。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。可结合来源仓库和原始 README 继续核验具体用法。

来源仓库内路径:skills/ralph

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 kentoje/dotfiles --skill "ralph";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

    它需要操作浏览器,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

ralph 怎么安装?

在终端执行 npx skills add kentoje/dotfiles --skill "ralph"。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

ralph 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。

ralph 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

ralph 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

ralph 用的人多吗?

公开数据是累计安装 539 次,近一周安装 22 次,下载 174 次。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。

ralph 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。
  • 许可证明确为 MIT,商用和分发边界好判断。

先想清楚的地方

  • 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

  • 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
ralph

Ralph 助手 · 本页

539—操作浏览器MIT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

name
ralph
description
Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format.

Ralph PRD Converter

Converts existing PRDs to the prd.json format that Ralph uses for autonomous execution.


The Job

Take a PRD (markdown file or text) and convert it to prd.json.

ALWAYS save to the global Ralph projects directory — never ask the user where to save.

Auto-detect Project Directory

  1. Get project directory:
   ralph project-dir
  1. Save prd.json to: $(ralph project-dir)/prd.json

Output Format

{
  "project": "[Project Name]",
  "branchName": "[detected-prefix]/[feature-name-kebab-case]",
  "description": "[Feature description from PRD title/intro]",
  "userStories": [
    {
      "id": "[TICKET-0000 or US-001]",
      "title": "[Story title]",
      "description": "As a [user], I want [feature] so that [benefit]",
      "acceptanceCriteria": ["Criterion 1", "Criterion 2", "Typecheck passes"],
      "priority": 1,
      "passes": false,
      "notes": ""
    }
  ]
}

Note: Branch prefix and ticket IDs are detected from project conventions. See "Ticket Convention Detection" and "Branch Convention Detection" sections below.


Story Size: The Number One Rule

Each story must be completable in ONE Ralph iteration (one context window).

Ralph spawns a fresh Claude Code instance per iteration with no memory of previous work. If a story is too big, the LLM runs out of context before finishing and produces broken code.

Right-sized stories:

  • Add a database column and migration
  • Add a UI component to an existing page
  • Update a server action with new logic
  • Add a filter dropdown to a list

Too big (split these):

  • "Build the entire dashboard" - Split into: schema, queries, UI components, filters
  • "Add authentication" - Split into: schema, middleware, login UI, session handling
  • "Refactor the API" - Split into one story per endpoint or pattern

Rule of thumb: If you cannot describe the change in 2-3 sentences, it is too big.


Story Ordering: Dependencies First

Stories execute in priority order. Earlier stories must not depend on later ones.

Correct order:

  1. Schema/database changes (migrations)
  2. Server actions / backend logic
  3. UI components that use the backend
  4. Dashboard/summary views that aggregate data

Wrong order:

  1. UI component (depends on schema that does not exist yet)
  2. Schema change

Acceptance Criteria: Must Be Verifiable

Each criterion must be something Ralph can CHECK, not something vague.

Good criteria (verifiable):

  • "Add status column to tasks table with default 'pending'"
  • "Filter dropdown has options: All, Active, Completed"
  • "Clicking delete shows confirmation dialog"
  • "Typecheck passes"
  • "Tests pass"

Bad criteria (vague):

  • "Works correctly"
  • "User can do X easily"
  • "Good UX"
  • "Handles edge cases"

Always include as final criterion:

"Typecheck passes"

For stories with testable logic, also include:

"Tests pass"

For stories that change UI, also include:

"Verify in browser using dev-browser skill"

Frontend stories are NOT complete until visually verified. Ralph will use the dev-browser skill to navigate to the page, interact with the UI, and confirm changes work.


Ticket Convention Detection

Before assigning story IDs, detect the project's existing ticket convention from git history:

# Run in the target project directory to find ticket patterns
git log --oneline -50 | grep -oE '[A-Z]{2,10}-[0-9]+' | cut -d'-' -f1 | sort | uniq -c | sort -rn | head -1

This returns the most common ticket prefix with its count. Example output: 31 CI means "CI" prefix was found 31 times → use CI-0000.

Rules:

  1. If a prefix is found (e.g., "CI", "JIRA", "PROJ"):

- Use that prefix + "0000" for ALL stories: CI-0000, JIRA-0000 - All stories share the same placeholder ID (no real ticket assigned)

  1. If NO ticket convention is found:

- Use sequential IDs: US-001, US-002, etc.

Examples of detected patterns:

  • feat: CI-1234 - Something → prefix is CI → use CI-0000
  • fix: JIRA-567 Something → prefix is JIRA → use JIRA-0000
  • [PROJ-890] Something → prefix is PROJ → use PROJ-0000
  • No pattern found → use US-001, US-002, etc.

Branch Convention Detection

Before setting the branch name, detect the project's existing branch naming convention:

# Run in the target project directory to find branch prefixes
git branch -a | grep -oE '(feature|feat|fix|bugfix|hotfix|release|chore)/' | sort | uniq -c | sort -rn | head -1

This returns the most common branch prefix with its count. Example output: 150 feat/ means "feat/" prefix was found 150 times → use feat/.

Rules:

  1. If a branch prefix is found (e.g., feature/, feat/, fix/):

- Use that prefix instead of ralph/ - Example: feature/task-status instead of ralph/task-status

  1. If NO branch convention is found:

- Use ralph/ prefix: ralph/feature-name

Common prefixes to detect:

  • feature/
  • feat/
  • fix/
  • bugfix/
  • hotfix/
  • release/
  • chore/

Examples:

  • Project has feature/add-login, feature/user-profile → use feature/task-status
  • Project has feat/api-v2, feat/dashboard → use feat/task-status
  • Project has no convention → use ralph/task-status

Conversion Rules

  1. Each user story becomes one JSON entry
  2. IDs: Based on detected ticket convention (see Ticket Convention Detection)

- With convention: All stories get PREFIX-0000 (e.g., CI-0000) - Without convention: Sequential US-001, US-002, etc.

  1. Priority: Based on dependency order, then document order
  2. All stories: passes: false and empty notes
  3. branchName: Based on detected branch convention (see Branch Convention Detection)

- With convention: Use detected prefix (e.g., feature/task-status) - Without convention: Use ralph/ prefix (e.g., ralph/task-status)

  1. Always add: "Typecheck passes" to every story's acceptance criteria

Splitting Large PRDs

If a PRD has big features, split them:

Original:

"Add user notification system"

Split into:

  1. US-001: Add notifications table to database
  2. US-002: Create notification service for sending notifications
  3. US-003: Add notification bell icon to header
  4. US-004: Create notification dropdown panel
  5. US-005: Add mark-as-read functionality
  6. US-006: Add notification preferences page

Each is one focused change that can be completed and verified independently.


Specifications for Complex Features

For features with significant logic or multiple components, create specification files in the project's .specs/ directory.

When to Create Specs

  • Feature has complex business logic
  • Multiple stories will reference the same requirements
  • Technical decisions need documenting (API contracts, data models)
  • The feature spans more than 4-5 stories

Specs Structure

<project-root>/.specs/
├── feature-name.md       # Feature specification
├── api-contracts.md      # API definitions (if applicable)
└── data-models.md        # Schema/type definitions

Spec File Format

# [Feature Name] Specification

## Overview

Brief description of the feature.

## Requirements

- REQ-1: Specific requirement
- REQ-2: Another requirement

## Technical Decisions

- Decision 1: We chose X because Y
- Decision 2: Pattern Z will be used for...

## Data Model

[Schema definitions, types, etc.]

## API Contract (if applicable)

[Endpoints, request/response formats]

Why Specs Matter

Ralph reads specs at the start of EVERY iteration. Well-written specs:

  • Prevent Ralph from making inconsistent decisions across iterations
  • Provide deterministic context loading (same files every loop)
  • Serve as single source of truth for requirements
  • Help future iterations understand the "why" behind decisions

When Converting PRD to prd.json

If the PRD describes a complex feature, suggest creating specs:

  1. Identify if the feature has complex logic or multiple interdependent parts
  2. If so, create .specs/<feature-name>.md with the key decisions and contracts
  3. Reference the spec in story descriptions: "Implement per .specs/feature-name.md"

Example

Input PRD:

# Task Status Feature

Add ability to mark tasks with different statuses.

## Requirements

- Toggle between pending/in-progress/done on task list
- Filter list by status
- Show status badge on each task
- Persist status in database

Output prd.json (no conventions detected - uses defaults):

{
  "project": "TaskApp",
  "branchName": "ralph/task-status", // No branch convention found → ralph/
  "description": "Task Status Feature - Track task progress with status indicators",
  "userStories": [
    {
      "id": "US-001",
      "title": "Add status field to tasks table",
      "description": "As a developer, I need to store task status in the database.",
      "acceptanceCriteria": [
        "Add status column: 'pending' | 'in_progress' | 'done' (default 'pending')",
        "Generate and run migration successfully",
        "Typecheck passes"
      ],
      "priority": 1,
      "passes": false,
      "notes": ""
    },
    {
      "id": "US-002",
      "title": "Display status badge on task cards",
      "description": "As a user, I want to see task status at a glance.",
      "acceptanceCriteria": [
        "Each task card shows colored status badge",
        "Badge colors: gray=pending, blue=in_progress, green=done",
        "Typecheck passes",
        "Verify in browser using dev-browser skill"
      ],
      "priority": 2,
      "passes": false,
      "notes": ""
    },
    {
      "id": "US-003",
      "title": "Add status toggle to task list rows",
      "description": "As a user, I want to change task status directly from the list.",
      "acceptanceCriteria": [
        "Each row has status dropdown or toggle",
        "Changing status saves immediately",
        "UI updates without page refresh",
        "Typecheck passes",
        "Verify in browser using dev-browser skill"
      ],
      "priority": 3,
      "passes": false,
      "notes": ""
    },
    {
      "id": "US-004",
      "title": "Filter tasks by status",
      "description": "As a user, I want to filter the list to see only certain statuses.",
      "acceptanceCriteria": [
        "Filter dropdown: All | Pending | In Progress | Done",
        "Filter persists in URL params",
        "Typecheck passes",
        "Verify in browser using dev-browser skill"
      ],
      "priority": 4,
      "passes": false,
      "notes": ""
    }
  ]
}

Output prd.json (when project has conventions detected):

If the project has:

  • Ticket convention: commits like feat: CI-1234 - Add login → ticket prefix is CI
  • Branch convention: branches like feature/add-login → branch prefix is feature/
{
  "project": "TaskApp",
  "branchName": "feature/task-status",  // Detected branch prefix
  "userStories": [
    { "id": "CI-0000", "title": "Add status field to tasks table", ... },
    { "id": "CI-0000", "title": "Display status badge on task cards", ... },
    { "id": "CI-0000", "title": "Add status toggle to task list rows", ... },
    { "id": "CI-0000", "title": "Filter tasks by status", ... }
  ]
}

Archiving Previous Runs

Before writing a new prd.json, check if there is an existing one from a different feature:

  1. Read the current prd.json if it exists
  2. Check if branchName differs from the new feature's branch name
  3. If different AND progress.txt has content beyond the header:

- Create archive folder: archive/YYYY-MM-DD-feature-name/ - Copy current prd.json and progress.txt to archive - Reset progress.txt with fresh header

The ralph.sh script handles this automatically when you run it, but if you are manually updating prd.json between runs, archive first.


Checklist Before Saving

Before writing prd.json, verify:

  • [ ] Ticket convention checked (detect from git history, use PREFIX-0000 or US-XXX)
  • [ ] Branch convention checked (detect from branches, use detected prefix or ralph/)
  • [ ] Previous run archived (if prd.json exists with different branchName, archive it first)
  • [ ] Each story is completable in one iteration (small enough)
  • [ ] Stories are ordered by dependency (schema to backend to UI)
  • [ ] Every story has "Typecheck passes" as criterion
  • [ ] UI stories have "Verify in browser using dev-browser skill" as criterion
  • [ ] Acceptance criteria are verifiable (not vague)
  • [ ] No story depends on a later story

平台分布

Claude Code

24.76%
按下载量换算43

windsurf

21.66%
按下载量换算38

OpenCode

18.05%
按下载量换算31

Codex

12.98%
按下载量换算23

Antigravity

7.65%
按下载量换算13

Gemini CLI

3.22%
按下载量换算6

安全审计

暂无安全审计结果可展示。

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

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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