ruzzy

ruzzy is a skill for Claude Code, Codex from OutlineDriven/odin-claude-plugin. It costs 51 tokens per session (1,437 once invoked), scanned A, original, Apache-2.0.

A setup and run guide for Ruzzy, a coverage-guided fuzzer for Ruby code and Ruby native extensions. It can save failures and help reproduce crashes during a fuzzing campaign.

In plain words
What is it for?
Use it to prepare a Ruby fuzzing harness, tracer, corpus, sanitizer setup, and campaign for a Ruby target or gem.
Why use it?
It handles the different setup needed for pure Ruby code and native extensions, including the selected memory-error sanitizer.

Skill for Claude CodeCodex

Written for Claude Code and Codex: shipped in a Claude Code plugin, but also agents/openai.yaml present.

Part of the odin-fuzzing plugin — 12 skills shipped together

Good fit Use it to prepare a Ruby fuzzing harness, tracer, corpus, sanitizer setup, and campaign for a Ruby target or gem.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/outlinedriven/odin-claude-plugin/ruzzy
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add OutlineDriven/odin-claude-plugin --skill ruzzy
Clone the repo
git clone --depth 1 https://github.com/OutlineDriven/odin-claude-plugin

Made for: Claude Code, Codex.

Or install odin-fuzzing, the plugin that ships this one along with the rest of its 12 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ruzzy

README.md
[![agentmods](https://agentmods.dev/badge/skills/outlinedriven/odin-claude-plugin/ruzzy.svg)](https://agentmods.dev/skills/outlinedriven/odin-claude-plugin/ruzzy)
Your own site
<a href="https://agentmods.dev/skills/outlinedriven/odin-claude-plugin/ruzzy"><img src="https://agentmods.dev/badge/skills/outlinedriven/odin-claude-plugin/ruzzy.svg" alt="Measured on agentmods" height="20"></a>
Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,437 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00051 $0.01437
Opus 5 $0.00026 $0.00718
Sonnet 5 $0.00010 $0.00287
Haiku 4.5 $0.00005 $0.00144

Measured yesterday against content hash 16d227337502, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

ruzzy scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/odin-fuzzing/skills/ruzzy/SKILL.md · 56 lines

How it starts

The opening of the file, as written. The whole thing — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Ruzzy fuzzing campaign

Contract

Field Bound contract
Trigger User needs Ruzzy to run coverage-guided fuzzing on Ruby code or a Ruby native extension.
Authority Reversible local: writes harness, tracer, sanitizer preload, corpus, and installed gem files to the working directory or the local Ruby gem path. Record the installed-gem list before install; rollback is file deletion plus uninstalling exactly the gem version this campaign added. No remote mutation.
Side effect Write Ruzzy harness scripts, tracer scripts, sanitizer LD_PRELOAD paths, corpus files, and install the target gem with clang and sanitizer flags.
Done Ruzzy executes the intended Ruby target with the correct tracer or extension setup and reproduces saved failures.

Inputs

Required: Ruby target path or gem name, sanitizer selection (ASan or UBSan).

Optional: corpus directory path, libFuzzer arguments (e.g., -max_len=1024), crash file to reproduce.

Procedure

  1. Confirm target: pure Ruby (requires tracer) or C extension (single harness). Done when: the target kind is confirmed as pure Ruby or C extension.
  2. Confirm sanitizer: ASan (Ruzzy::ASAN_PATH) or UBSan (Ruzzy::UBSAN_PATH). Done when: the sanitizer is selected and the selected Ruzzy::ASAN_PATH or Ruzzy::UBSAN_PATH constant is confirmed.
  3. For pure Ruby targets, write a tracer script calling Ruzzy.trace('harness.rb') and a separate harness script calling Ruzzy.fuzz(test_one_input). For C extensions, write one harness script calling Ruzzy.fuzz(test_one_input); no tracer required. Done when: the harness and, for pure Ruby, the tracer script are written.
  4. Write the harness as a lambda named test_one_input that accepts data and returns 0. Catch Ruby exceptions in C extension harnesses; let them propagate in pure Ruby harnesses. Done when: the harness lambda is written with the correct exception handling for the target kind.
  5. Set ASAN_OPTIONS=allocator_may_return_null=1:detect_leaks=0:use_sigaltstack=0. Do not export LD_PRELOAD; use it inline with the ruby command. Done when: ASAN_OPTIONS is set and LD_PRELOAD is prepared for inline use.
  6. Record gem list --local (each gem's name and version) before any install. Then install the gem with clang and sanitizer flags: set CC=clang, CXX=clang++, LDSHARED="clang -shared", and LDSHAREDXX="clang++ -shared"; set CFLAGS and CXXFLAGS to -fsanitize=address,fuzzer-no-link -fno-omit-frame-pointer -fno-common -fPIC -g for an ASan build, or -fsanitize=undefined,fuzzer-no-link -fno-omit-frame-pointer -fno-common -fPIC -g for a UBSan build, matching the sanitizer selected in step 2 so the instrumented library the run preloads matches the build. Also set MAKE="make --environment-overrides V=1" so GNU make lets environment CC, CFLAGS, and related values override the mkmf Makefile; without --environment-overrides, Ruby's extension build can ignore those flags and install an uninstrumented native library. The -shared flag is required for LDSHARED and LDSHAREDXX; without it the native extension link fails. Done when: the pre-install gem list is recorded and the gem is installed with clang and the flags matching the selected sanitizer.
  7. Run: LD_PRELOAD=$(ruby -e 'require "ruzzy"; print Ruzzy::ASAN_PATH') ruby "<harness-or-tracer>.rb" [corpus] [libfuzzer-options] for ASan, or set SAN_PATH=$(ruby -e 'require "ruzzy"; print Ruzzy::UBSAN_PATH') and run LD_PRELOAD="$SAN_PATH" ruby "<harness-or-tracer>.rb" [corpus] [libfuzzer-options] for UBSan. Done when: the fuzzer runs with the correct LD_PRELOAD and harness.
  8. On ERROR: AddressSanitizer: or ERROR: UndefinedBehaviorSanitizer:, capture the crash file path, Base64 content, and reproducer command. Write crash-* files to the working directory. Done when: any sanitizer error is captured with crash file path, content, and reproducer command, or the campaign completes without error.
  9. To reproduce a saved failure, run the same command passing the crash file path as the final argument. Done when: the saved failure is reproduced or confirmed non-reproducible.

Read the full file on GitHub · 56 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 56 lines · 51 tokens per session scan A 16d227337502

Subscribe to this mod's changes

ruzzy is a skill published in the GitHub repository OutlineDriven/odin-claude-plugin (35 stars, last pushed today), licensed Apache-2.0. It adds 51 tokens to every session and 1,437 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-06.

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