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Agent Skill · 研究检索

spidey(spidey 搜索)

spidey 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。

spidey 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,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 36,193。

总安装 1,968周安装 82GitHub Stars 公开资料未说明下载 656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:spidey(spidey 搜索)
来源仓库:https://github.com/aaarnv/claude-skills
仓库路径:skills/spidey
安装命令:
npx skills add https://github.com/aaarnv/claude-skills --skill spidey
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/aaarnv/claude-skills --skill spidey

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。

用于查找、检索和筛选相关信息。spidey 属于研究检索类 Skill,可作为该场景下的辅助能力补充。适合根据关键词或任务场景快速定位候选结果。可结合来源仓库和原始 README 核验具体用法。安装前建议确认权限范围和维护状态。

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。注意是否会触发联网、命令执行或文件读写操作。

来源仓库内路径:skills/spidey

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/aaarnv/claude-skills --skill spidey;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

spidey 怎么安装?

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

spidey 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。

spidey 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。

spidey 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。

spidey 用的人多吗?

公开数据是累计安装 1,968 次,近一周安装 82 次,下载 656 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。

spidey 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

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。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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。
  • 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
spidey

spidey 搜索 · 本页

1,968—需要联网未明确未通过

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

Spidey — Autonomous Development Loop

Sets up a Ralph autonomous development loop. Unlike raw Ralph which just takes a checklist, Spidey first generates a full PRD, then derives all tasks from it.

The Spidey Pipeline

User's lazy description
    ↓
┌─────────────────────────────────┐
│ PHASE 0: PRD GENERATION         │
│ Full product requirements doc   │
│ from a one-line description     │
└─────────────────────────────────┘
    ↓
┌─────────────────────────────────┐
│ PHASE 1: TASK DERIVATION        │
│ fix_plan.md derived FROM the    │
│ PRD, not invented from nothing  │
└─────────────────────────────────┘
    ↓
┌─────────────────────────────────┐
│ PHASE 2: LOOP CONFIGURATION     │
│ .ralphrc, PROMPT.md, AGENT.md   │
└─────────────────────────────────┘
    ↓
┌─────────────────────────────────┐
│ PHASE 3: AUTONOMOUS EXECUTION   │
│ ralph --monitor                 │
└─────────────────────────────────┘

PHASE 0: PRD GENERATION

This is what separates spidey from raw Ralph. Before any code, generate a proper PRD.

Deep-dive questioning (MANDATORY)

Before writing the PRD, conduct a thorough interview. Ask questions in multiple rounds using AskUserQuestion. Do NOT rush to generate the PRD — the quality of the PRD depends entirely on how well you understand the project. Keep asking until you have a clear picture.

Round 1: Vision & Users

  • "What problem does this solve? What's the pain point today?"
  • "Who are the primary users? Describe 2-3 distinct personas."
  • "What does success look like? How will you know this is working?"
  • "Are there existing products/competitors? What do they get wrong?"

Round 2: Core Experience

  • "Walk me through the ideal user journey from first open to daily use."
  • "What are the 3 features that MUST exist for this to be useful? What's the single most important one?"
  • "What should the user feel when using this? (fast, calm, powerful, fun, simple)"
  • "Are there any workflows that need to feel instant vs. ones that can load?"

Round 3: Technical & Platform

  • "What's the target platform? (iOS, Android, both, web, desktop, CLI)"
  • "Any existing backend, database, auth system, or APIs to integrate with?"
  • "Do you have preferences on stack/framework, or should I recommend?"
  • "Does this need real-time features? (live updates, collaboration, notifications)"
  • "Offline support needed? What should work without internet?"
  • "Any third-party services? (payments, maps, analytics, AI/ML, messaging)"

Round 4: Data & Business Logic

  • "What are the core entities/objects in this system? (users, posts, orders, etc.)"
  • "What are the key relationships between them? (a user has many X, an X belongs to Y)"
  • "Are there different user roles or permission levels? Describe each."
  • "Any complex business rules? (pricing tiers, approval workflows, calculations)"
  • "What data is sensitive? (PII, financial, health)"

Round 5: Scope & Constraints

  • "What's MVP vs. nice-to-have vs. definitely-not-now?"
  • "Any hard deadlines or constraints?"
  • "Any design preferences? (dark mode, specific brand colors, reference apps you love)"
  • "What about accessibility? (screen reader support, color blindness, motor impairment)"
  • "Internationalization needed? Which languages/locales?"
  • "Any compliance requirements? (GDPR, HIPAA, SOC2, PCI)"

Round 6: Edge Cases & Polish

  • "What happens when something goes wrong? (no internet, server error, invalid input)"
  • "What empty states exist? (new user, no data yet, search with no results)"
  • "What notifications/emails/alerts should the system send?"
  • "Onboarding flow — how does a new user learn the app?"
  • "Any admin/backoffice needs? (dashboards, moderation, analytics)"

You do NOT need to ask every single question. Skip ones that are obviously irrelevant to the project. But you MUST ask across at least 4 of these 6 rounds. Use your judgment — if the user's description is vague, ask more. If it's detailed, focus on gaps.

After each round, acknowledge what you've learned and explain what you still need to know before asking the next round. Stop when you have enough to write a comprehensive PRD.

Generate .ralph/specs/PRD.md

Write a complete PRD with ALL of these sections:

# PRD: [Project Name]

## 1. Overview
One paragraph describing what this product does and why it exists.

## 2. Target Users
| User Type | Description | Primary Need |
|-----------|-------------|--------------|
| [Persona 1] | [Who they are] | [What they need] |
| [Persona 2] | [Who they are] | [What they need] |

## 3. User Stories

### Epic: [Feature Area 1]
- **US-001**: As a [user], I want to [action] so that [benefit]
  - Acceptance Criteria:
    - [ ] [Specific, testable criterion]
    - [ ] [Specific, testable criterion]
    - [ ] [Specific, testable criterion]

- **US-002**: As a [user], I want to [action] so that [benefit]
  - Acceptance Criteria:
    - [ ] ...

### Epic: [Feature Area 2]
- **US-003**: ...

(Continue for all features)

## 4. Technical Requirements

### Stack
| Layer | Technology | Rationale |
|-------|-----------|-----------|
| Frontend | [e.g., React Native / Expo] | [Why] |
| Backend | [e.g., Supabase] | [Why] |
| Auth | [e.g., Supabase Auth] | [Why] |
| State | [e.g., TanStack Query] | [Why] |
| Navigation | [e.g., Expo Router] | [Why] |

### Architecture
- [Key architectural decisions]
- [Data flow description]
- [API structure]

### Data Model
| Entity | Key Fields | Relationships |
|--------|-----------|---------------|
| User | id, email, name, avatar | has_many: workouts |
| Workout | id, user_id, date, type | belongs_to: user, has_many: sets |
| ... | ... | ... |

### API Endpoints / Procedures
| Method | Path / Name | Purpose | Auth |
|--------|------------|---------|------|
| POST | /auth/signup | Create account | Public |
| GET | /workouts | List user workouts | Authenticated |
| ... | ... | ... | ... |

## 5. Screens & Navigation

### Screen Map

App ├── Auth Stack (unauthenticated) │ ├── Welcome │ ├── Sign Up │ ├── Login │ └── Forgot Password └── Main Tabs (authenticated) ├── Home / Dashboard ├── [Feature Screen 1] ├── [Feature Screen 2] └── Profile / Settings

### Screen Descriptions
| Screen | Purpose | Key Components |
|--------|---------|----------------|
| Home | [What it shows] | [Cards, lists, charts, etc.] |
| ... | ... | ... |

## 6. Non-Functional Requirements

### Performance
- App launch < [X] seconds
- Screen transitions < [X]ms
- API response time < [X]ms

### Security
- [Auth requirements]
- [Data encryption requirements]
- [RLS / permission model]

### Accessibility
- [WCAG level target]
- [Screen reader support]
- [Minimum touch targets]

### Offline Support
- [What works offline]
- [Sync strategy]

## 7. MVP Scope

### In Scope (MVP)
- [Feature 1]
- [Feature 2]
- [Feature 3]

### Out of Scope (Post-MVP)
- [Deferred feature 1]
- [Deferred feature 2]

## 8. Success Metrics
| Metric | Target | How Measured |
|--------|--------|--------------|
| [e.g., DAU] | [e.g., 100 in first month] | [Analytics tool] |
| ... | ... | ... |

## 9. Open Questions
- [Anything unresolved]
- [Decisions that need user input later]

Present PRD for approval

After generating the PRD, show the user a summary and ask for approval before proceeding. Use AskUserQuestion:

  • "PRD generated. Review .ralph/specs/PRD.md. Ready to proceed, or want changes?"

PHASE 1: TASK DERIVATION (from PRD)

Once the PRD is approved, derive fix_plan.md directly from it.

Derivation Rules

  1. Every user story becomes one or more tasks
  2. Every acceptance criterion becomes a verification step
  3. Infrastructure/setup tasks come first (Critical)
  4. Core user flows are High priority
  5. Enhancement features are Medium
  6. Polish/nice-to-have is Low
  7. Each task must be completable in a single loop iteration (~15 min of Claude work)

Generate .ralph/fix_plan.md

# Fix Plan
Derived from: .ralph/specs/PRD.md

## Critical (Infrastructure & Setup)
- [ ] Project scaffolding (init, deps, config)
- [ ] Data model / database schema (from PRD §4 Data Model)
- [ ] Auth setup (from PRD §4 Auth)
- [ ] Navigation skeleton (from PRD §5 Screen Map)

## High (Core User Stories)
- [ ] US-001: [User story title] (from PRD §3)
  - Verify: [acceptance criteria 1]
  - Verify: [acceptance criteria 2]
- [ ] US-002: [User story title]
  - Verify: [acceptance criteria]
- [ ] US-003: ...

## Medium (Enhancement User Stories)
- [ ] US-004: [Enhancement feature]
  - Verify: [acceptance criteria]
- [ ] US-005: ...

## Low (Polish & Post-MVP prep)
- [ ] Dark mode / theming
- [ ] Onboarding flow
- [ ] Error states & empty states
- [ ] Performance optimization
- [ ] App store assets / metadata

## Verification Gate
After all tasks complete, verify:
- [ ] All acceptance criteria from PRD met
- [ ] All screens from §5 implemented
- [ ] Non-functional requirements from §6 checked
- [ ] Tests passing

Every task traces back to a specific PRD section. No orphan tasks.


PHASE 2: LOOP CONFIGURATION

Step 1: Check Ralph installation

which ralph-loop 2>/dev/null || which ralph 2>/dev/null

If not installed:

git clone https://github.com/frankbria/ralph-claude-code.git /tmp/ralph-claude-code
cd /tmp/ralph-claude-code && ./install.sh

Dependencies:

# macOS
brew install jq tmux coreutils
# Linux
sudo apt install jq tmux coreutils

Step 2: Create directory structure

mkdir -p .ralph/specs .ralph/examples .ralph/logs .ralph/docs/generated

Step 3: Generate.ralphrc

Detect project type from package.json / pyproject.toml / Cargo.toml / go.mod and generate:

PROJECT_NAME="$ARGUMENTS"
PROJECT_TYPE="[detected]"
MAX_CALLS_PER_HOUR=100
CLAUDE_TIMEOUT_MINUTES=15
CLAUDE_OUTPUT_FORMAT="json"
ALLOWED_TOOLS="Write,Read,Edit,Bash(git *),Bash(npm *),Bash(npx *)"
SESSION_CONTINUITY=true
SESSION_EXPIRY_HOURS=24
TASK_SOURCES="local"
CB_NO_PROGRESS_THRESHOLD=3
CB_SAME_ERROR_THRESHOLD=5
CB_OUTPUT_DECLINE_THRESHOLD=70

Adjust ALLOWED_TOOLS per project type:

  • TypeScript/Node: Bash(npm *),Bash(npx *),Bash(node *)
  • Python: Bash(python *),Bash(pip *),Bash(pytest *)
  • Rust: Bash(cargo *),Bash(rustc *)
  • Go: Bash(go *)
  • Add Bash(docker *) if Dockerfile present

Step 4: Generate PROMPT.md

# Project: [PROJECT_NAME]

## Your Mission
You are working autonomously in a Ralph loop. Each iteration:
1. Read `.ralph/specs/PRD.md` for full requirements context
2. Read `.ralph/fix_plan.md` for the current priority list
3. Implement the HIGHEST PRIORITY unchecked item
4. Run tests after implementation
5. Update fix_plan.md (check off completed items, note any verify: criteria met)
6. Output a RALPH_STATUS block (REQUIRED)

## Project Context
[GENERATED FROM PRD §1 Overview and §4 Technical Requirements]

## Specifications
- Full PRD: `.ralph/specs/PRD.md`
- Additional specs: `.ralph/specs/*`

## Key Architecture Rules
[EXTRACTED FROM PRD §4 Architecture section]

## Build & Test Instructions
See `.ralph/AGENT.md` for how to build, test, and run the project.

## Rules
- ONE task per loop iteration (stay focused)
- Always run tests after changes
- Never skip the RALPH_STATUS block
- If blocked, set STATUS: BLOCKED and explain why
- If all tasks are done, set EXIT_SIGNAL: true
- Reference the PRD for acceptance criteria — don't guess
- When implementing a user story, check ALL its acceptance criteria

## Required Output Format

At the END of every response, output EXACTLY:

---RALPH_STATUS---
STATUS: IN_PROGRESS | COMPLETE | BLOCKED
TASKS_COMPLETED_THIS_LOOP: <number>
FILES_MODIFIED: <number>
TESTS_STATUS: PASSING | FAILING | NOT_RUN
WORK_TYPE: IMPLEMENTATION | TESTING | DOCUMENTATION | REFACTORING
EXIT_SIGNAL: false
RECOMMENDATION: <one line summary of what was done and what's next>
---END_RALPH_STATUS---

Set EXIT_SIGNAL: true ONLY when ALL tasks in fix_plan.md are complete
AND the Verification Gate at the bottom of fix_plan.md passes.

Step 5: Generate AGENT.md

# Agent Instructions

## Build
[detected build command]

## Test
[detected test command]

## Run
[detected run command]

## Lint
[detected lint command]

## Type Check
[detected type check command if applicable]

Step 6: Initialize git repo (CRITICAL for circuit breaker)

Ralph's circuit breaker detects progress via git diff --name-only. If there is no git repo, files_changed is always 0, and the circuit breaker will false-trip after CB_NO_PROGRESS_THRESHOLD loops. You MUST ensure a git repo exists with an initial commit before launching the loop.

# Add Ralph state files to .gitignore FIRST
echo -e "\n# Ralph loop state files\n.ralph/logs/\n.ralph/status.json\n.ralph/progress.json\n.ralph/.call_count\n.ralph/.last_reset\n.ralph/.exit_signals\n.ralph/.response_analysis\n.ralph/.circuit_breaker_state\n.ralph/.claude_session_id\n.ralph/.ralph_session\n.ralph/.ralph_session_history" >> .gitignore

# Initialize git if not already a repo
if ! git rev-parse --git-dir > /dev/null 2>&1; then
  git init
  git add -A
  git commit -m "Initial Spidey scaffold"
fi

Why this matters: Without git, every loop reports zero file changes → circuit breaker opens after a few loops even though tasks are completing successfully.

Step 7: Print run instructions

Spidey setup complete.

PRD:          .ralph/specs/PRD.md     (review and edit before running)
Task plan:    .ralph/fix_plan.md      (derived from PRD)
Loop config:  .ralphrc                (edit rate limits, timeouts)
Loop prompt:  .ralph/PROMPT.md        (edit to add project-specific rules)
Build/test:   .ralph/AGENT.md         (edit if auto-detect was wrong)

To run:
  ralph --monitor      # Recommended: loop + live dashboard in tmux
  ralph                # Loop only

To review status:
  ralph-monitor        # Dashboard in separate terminal

The loop will work through fix_plan.md top to bottom, one task per iteration,
until all items are checked off and the verification gate passes.

How the Loop Works

Exit Detection (Dual-Condition Gate)

Ralph only stops when BOTH:

  1. completion_indicators >= 2 (accumulated across loops)
  2. Claude outputs EXIT_SIGNAL: true in RALPH_STATUS

Circuit Breaker

TriggerResult
3 loops no file changesOPEN (halted)
5 loops same errorOPEN (halted)
2 loops no progressHALF_OPEN (monitoring)
Progress in HALF_OPENCLOSED (recovered)

Session Continuity

  • Session persists via --continue flag
  • 24-hour expiry (configurable)
  • Claude remembers what it did across iterations

Rate Limiting

  • 100 calls per 5-hour window (configurable)
  • Auto-waits with countdown when limit hit

Quick Reference

ralph-enable          # Interactive wizard for existing project
ralph-setup my-proj   # Create new blank project
ralph-import prd.md   # Convert existing PRD to Ralph format
ralph --monitor       # Run loop + dashboard
ralph-monitor         # Dashboard only

Now setting up Spidey for: $ARGUMENTS

平台分布

Codex

36.57%
按下载量换算240

Claude

28.14%
按下载量换算185

Cursor

20.15%
按下载量换算132

Gemini CLI

9.77%
按下载量换算64

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

未通过

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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