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Agent Skill · 研究检索

ruzzy(ruzzy 搜索)

ruzzy 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。

ruzzy 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,权限为接触敏感数据;许可证为 MIT,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 3,177。

总安装 47,424周安装 1,874GitHub Stars 4,902下载 15,352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:ruzzy(ruzzy 搜索)
来源仓库:https://github.com/trailofbits/skills
仓库路径:skills/ruzzy
安装命令:
npx skills add https://github.com/trailofbits/skills --skill ruzzy
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。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/trailofbits/skills --skill ruzzy

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 Ruby 代码和 C 扩展的覆盖引导模糊器,具有内存清理器支持。

通过 AddressSanitizer 和 UndefinedBehaviorSanitizer 集成模糊纯 Ruby 代码(通过跟踪器脚本模式)和 Ruby C 扩展 需要 Linux x86-64 或 AArch64 以及 clang 14.0.0+;安装使用自定义编译器标志进行消毒检测 Harnesses 是针对 C 扩展的单文件 lambda,针对纯 Ruby 的两文件设置(跟踪器 + Harness);支持所有 libFuzzer 选项和语料库目录 检测内存损坏、释放后使用、缓冲区溢出和未定义的行为;自动保存崩溃输入以供再现

来源仓库内路径:skills/ruzzy

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/trailofbits/skills --skill ruzzy;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

    它需要接触敏感数据,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

ruzzy 怎么安装?

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

ruzzy 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。

ruzzy 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

ruzzy 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。

ruzzy 用的人多吗?

公开数据是累计安装 47,424 次,近一周安装 1,874 次,下载 15,352 次,GitHub 4,902 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。

ruzzy 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。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
ruzzy

ruzzy 搜索 · 本页

47,4244,902接触敏感数据MIT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

Ruzzy

Ruzzy is a coverage-guided fuzzer for Ruby built on libFuzzer. It enables fuzzing both pure Ruby code and Ruby C extensions with sanitizer support for detecting memory corruption and undefined behavior.

When to Use

Ruzzy is currently the only production-ready coverage-guided fuzzer for Ruby.

Choose Ruzzy when:

  • Fuzzing Ruby applications or libraries
  • Testing Ruby C extensions for memory safety issues
  • You need coverage-guided fuzzing for Ruby code
  • Working with Ruby gems that have native extensions

Quick Start

Set up environment:

export ASAN_OPTIONS="allocator_may_return_null=1:detect_leaks=0:use_sigaltstack=0"

Test with the included toy example:

LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') \
    ruby -e 'require "ruzzy"; Ruzzy.dummy'

This should quickly find a crash demonstrating that Ruzzy is working correctly.

Installation

Platform Support

Ruzzy supports Linux x86-64 and AArch64/ARM64. For macOS or Windows, use the Dockerfile or development environment.

Prerequisites

  • Linux x86-64 or AArch64/ARM64
  • Recent version of clang (tested back to 14.0.0, latest release recommended)
  • Ruby with gem installed

Installation Command

Install Ruzzy with clang compiler flags:

MAKE="make --environment-overrides V=1" \
CC="/path/to/clang" \
CXX="/path/to/clang++" \
LDSHARED="/path/to/clang -shared" \
LDSHAREDXX="/path/to/clang++ -shared" \
    gem install ruzzy

Environment variables explained:

  • MAKE: Overrides make to respect subsequent environment variables
  • CC, CXX, LDSHARED, LDSHAREDXX: Ensure proper clang binaries are used for latest features

Troubleshooting Installation

If installation fails, enable debug output:

RUZZY_DEBUG=1 gem install --verbose ruzzy

Verification

Verify installation by running the toy example (see Quick Start section).

Writing a Harness

Fuzzing Pure Ruby Code

Pure Ruby fuzzing requires two scripts due to Ruby interpreter implementation details.

Tracer script (test_tracer.rb):

# frozen_string_literal: true

require 'ruzzy'

Ruzzy.trace('test_harness.rb')

Harness script (test_harness.rb):

# frozen_string_literal: true

require 'ruzzy'

def fuzzing_target(input)
  # Your code to fuzz here
  if input.length == 4
    if input[0] == 'F'
      if input[1] == 'U'
        if input[2] == 'Z'
          if input[3] == 'Z'
            raise
          end
        end
      end
    end
  end
end

test_one_input = lambda do |data|
  fuzzing_target(data)
  return 0
end

Ruzzy.fuzz(test_one_input)

Run with:

LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') \
    ruby test_tracer.rb

Fuzzing Ruby C Extensions

C extensions can be fuzzed with a single harness file, no tracer needed.

Example harness for msgpack (fuzz_msgpack.rb):

# frozen_string_literal: true

require 'msgpack'
require 'ruzzy'

test_one_input = lambda do |data|
  begin
    MessagePack.unpack(data)
  rescue Exception
    # We're looking for memory corruption, not Ruby exceptions
  end
  return 0
end

Ruzzy.fuzz(test_one_input)

Run with:

LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') \
    ruby fuzz_msgpack.rb

Harness Rules

DoDon't
Catch Ruby exceptions if testing C extensionsLet Ruby exceptions crash the fuzzer
Return 0 from test_one_input lambdaReturn other values
Keep harness deterministicUse randomness or time-based logic
Use tracer script for pure RubySkip tracer for pure Ruby code
See Also: For detailed harness writing techniques, patterns for handling complex inputs, and advanced strategies, see the fuzz-harness-writing technique skill.

Compilation

Installing Gems with Sanitizers

When installing Ruby gems with C extensions for fuzzing, compile with sanitizer flags:

MAKE="make --environment-overrides V=1" \
CC="/path/to/clang" \
CXX="/path/to/clang++" \
LDSHARED="/path/to/clang -shared" \
LDSHAREDXX="/path/to/clang++ -shared" \
CFLAGS="-fsanitize=address,fuzzer-no-link -fno-omit-frame-pointer -fno-common -fPIC -g" \
CXXFLAGS="-fsanitize=address,fuzzer-no-link -fno-omit-frame-pointer -fno-common -fPIC -g" \
    gem install <gem-name>

Build Flags

FlagPurpose
-fsanitize=address,fuzzer-no-linkEnable AddressSanitizer and fuzzer instrumentation
-fno-omit-frame-pointerImprove stack trace quality
-fno-commonBetter compatibility with sanitizers
-fPICPosition-independent code for shared libraries
-gInclude debug symbols

Running Campaigns

Environment Setup

Before running any fuzzing campaign, set ASAN_OPTIONS:

export ASAN_OPTIONS="allocator_may_return_null=1:detect_leaks=0:use_sigaltstack=0"

Options explained:

  1. allocator_may_return_null=1: Skip common low-impact allocation failures (DoS)
  2. detect_leaks=0: Ruby interpreter leaks data, ignore these for now
  3. use_sigaltstack=0: Ruby recommends disabling sigaltstack with ASan

Basic Run

LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') \
    ruby harness.rb

Note: LD_PRELOAD is required for sanitizer injection. Unlike ASAN_OPTIONS, do not export it as it may interfere with other programs.

With Corpus

LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') \
    ruby harness.rb /path/to/corpus

Passing libFuzzer Options

All libFuzzer options can be passed as arguments:

LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') \
    ruby harness.rb /path/to/corpus -max_len=1024 -timeout=10

See libFuzzer options for full reference.

Reproducing Crashes

Re-run a crash case by passing the crash file:

LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') \
    ruby harness.rb ./crash-253420c1158bc6382093d409ce2e9cff5806e980

Interpreting Output

OutputMeaning
INFO: Running with entropic power scheduleFuzzing campaign started
ERROR: AddressSanitizer: heap-use-after-freeMemory corruption detected
SUMMARY: libFuzzer: fuzz target exitedRuby exception occurred
artifact_prefix='./'; Test unit written to./crash-*Crash input saved
Base64:...Base64 encoding of crash input

Sanitizer Integration

AddressSanitizer (ASan)

Ruzzy includes a pre-compiled AddressSanitizer library:

LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') \
    ruby harness.rb

Use ASan for detecting:

  • Heap buffer overflows
  • Stack buffer overflows
  • Use-after-free
  • Double-free
  • Memory leaks (disabled by default in Ruzzy)

UndefinedBehaviorSanitizer (UBSan)

Ruzzy also includes UBSan:

LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::UBSAN_PATH') \
    ruby harness.rb

Use UBSan for detecting:

  • Signed integer overflow
  • Null pointer dereferences
  • Misaligned memory access
  • Division by zero

Common Sanitizer Issues

IssueSolution
Ruby interpreter leak warningsUse ASAN_OPTIONS=detect_leaks=0
Sigaltstack conflictsUse ASAN_OPTIONS=use_sigaltstack=0
Allocation failure spamUse ASAN_OPTIONS=allocator_may_return_null=1
LD_PRELOAD interferes with toolsDon't export it; set inline with ruby command
See Also: For detailed sanitizer configuration, common issues, and advanced flags, see the address-sanitizer and undefined-behavior-sanitizer technique skills.

Real-World Examples

Example: msgpack-ruby

Fuzzing the msgpack MessagePack parser for memory corruption.

Install with sanitizers:

MAKE="make --environment-overrides V=1" \
CC="/path/to/clang" \
CXX="/path/to/clang++" \
LDSHARED="/path/to/clang -shared" \
LDSHAREDXX="/path/to/clang++ -shared" \
CFLAGS="-fsanitize=address,fuzzer-no-link -fno-omit-frame-pointer -fno-common -fPIC -g" \
CXXFLAGS="-fsanitize=address,fuzzer-no-link -fno-omit-frame-pointer -fno-common -fPIC -g" \
    gem install msgpack

Harness (fuzz_msgpack.rb):

# frozen_string_literal: true

require 'msgpack'
require 'ruzzy'

test_one_input = lambda do |data|
  begin
    MessagePack.unpack(data)
  rescue Exception
    # We're looking for memory corruption, not Ruby exceptions
  end
  return 0
end

Ruzzy.fuzz(test_one_input)

Run:

export ASAN_OPTIONS="allocator_may_return_null=1:detect_leaks=0:use_sigaltstack=0"
LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') \
    ruby fuzz_msgpack.rb

Example: Pure Ruby Target

Fuzzing pure Ruby code with a custom parser.

Tracer (test_tracer.rb):

# frozen_string_literal: true

require 'ruzzy'

Ruzzy.trace('test_harness.rb')

Harness (test_harness.rb):

# frozen_string_literal: true

require 'ruzzy'
require_relative 'my_parser'

test_one_input = lambda do |data|
  begin
    MyParser.parse(data)
  rescue StandardError
    # Expected exceptions from malformed input
  end
  return 0
end

Ruzzy.fuzz(test_one_input)

Run:

export ASAN_OPTIONS="allocator_may_return_null=1:detect_leaks=0:use_sigaltstack=0"
LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') \
    ruby test_tracer.rb

Troubleshooting

ProblemCauseSolution
Installation failsWrong clang version or pathVerify clang path, use clang 14.0.0+
cannot open shared object fileLD_PRELOAD not setSet LD_PRELOAD inline with ruby command
Fuzzer immediately exitsMissing corpus directoryCreate corpus directory or pass as argument
No coverage progressPure Ruby needs tracerUse tracer script for pure Ruby code
Leak detection spamRuby interpreter leaksSet ASAN_OPTIONS=detect_leaks=0
Installation debug neededCompilation errorsUse RUZZY_DEBUG=1 gem install --verbose ruzzy

Related Skills

Technique Skills

SkillUse Case
fuzz-harness-writingDetailed guidance on writing effective harnesses
address-sanitizerMemory error detection during fuzzing
undefined-behavior-sanitizerDetecting undefined behavior in C extensions
libfuzzerUnderstanding libFuzzer options (Ruzzy is built on libFuzzer)

Related Fuzzers

SkillWhen to Consider
libfuzzerWhen fuzzing Ruby C extension code directly in C/C++
aflppAlternative approach for fuzzing Ruby by instrumenting Ruby interpreter

Resources

Key External Resources

Introducing Ruzzy, a coverage-guided Ruby fuzzer Official Trail of Bits blog post announcing Ruzzy, covering motivation, architecture, and initial results.

Ruzzy GitHub Repository Source code, additional examples, and development instructions.

libFuzzer Documentation Since Ruzzy is built on libFuzzer, understanding libFuzzer options and behavior is valuable.

Fuzzing Ruby C extensions Detailed guide on fuzzing C extensions with compilation flags and examples.

Fuzzing pure Ruby code Detailed guide on the tracer pattern required for pure Ruby fuzzing.

平台分布

Claude Code

26.86%
按下载量换算4,124

OpenCode

23.41%
按下载量换算3,594

Gemini CLI

16.92%
按下载量换算2,598

Cursor

11.55%
按下载量换算1,773

Antigravity

7.04%
按下载量换算1,081

Codex

3.17%
按下载量换算487

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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。

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