Official agent skill

Ossfuzz

by trailofbits in trailofbits/skills

Enrolls a project in OSS-Fuzz, Google's free continuous fuzzing service for open source, and drives it locally.

OfficialCC-BY-SA-4.0Auto-check passedSecurity

Install Ossfuzz

skills CLI
$ npx skills add trailofbits/skills --skill ossfuzz -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install trailofbits/skills ossfuzz --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/trailofbits/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/testing-handbook-skills/skills/ossfuzz .claude/skills/ossfuzz && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ossfuzz
GitHub stars
7.4k
Token cost
~4.2k tokens
SKILL.md length
1,232 words
Files
3 (incl. assets)
Skills in repo
79
Repo updated
First seen
Licence
CC-BY-SA-4.0

At a glance

Enrolls a project in OSS-Fuzz, Google's free continuous fuzzing service for open source, and drives it locally.

  • Works in 5 steps: Clone OSS-Fuzz → Build Project Image → Build Fuzzers with Sanitizers → …
  • Setting up continuous fuzzing for an open-source project
  • SKILL.md covers Overview, When to Apply, Quick Reference and OSS-Fuzz Project Components, plus 6 more sections
  • Calls uv, git and make; reaches github.com

What it does

Ossfuzz is an agent skill from trailofbits/skills, published by the product's own GitHub organization. Enrolls a project in OSS-Fuzz, Google's free continuous fuzzing service for open source, and drives it locally. Covers project.yaml, Dockerfile and build.sh setup, the helper scripts, reproducing OSS-Fuzz crash reports, and the acceptance criteria. Use when setting up continuous fuzzing for an open-source project, reproducing an OSS-Fuzz bug report, or testing an OSS-Fuzz build before submitting it.

Its SKILL.md is about 4.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including assets (for example `agents/openai.yaml`).

It sits in Security, covering Fuzzing, Containers and QA and bug reports. It works with Docker. The repository describes itself as: Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows. The licence is CC-BY-SA-4.0.

When your agent uses it

  • Setting up continuous fuzzing for an open-source project
  • Reproducing an OSS-Fuzz bug report
  • Testing an OSS-Fuzz build before submitting it

Example prompts

  • “Use the ossfuzz skill to enroll a project in OSS-Fuzz, Google's free continuous fuzzing service for open source, and drives it locally”
  • “/ossfuzz”

Requirements

  • Python 3
  • Docker

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Clone OSS-Fuzz
  2. Build Project Image
  3. Build Fuzzers with Sanitizers
  4. Run the Fuzzer
  5. Coverage Analysis (Optional)

What it can do on your machine

Read from SKILL.md and the folder at commit 82fe822. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • uv
    • git
    • make
    • pip3
    • cargo
    • apt-get

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • github.com

    Also links to:

    • google.github.io
    • issues.oss-fuzz.com
    • oss-fuzz-build-logs.storage.googleapis.com
    • oss-fuzz-introspector.storage.googleapis.com
    • appsec.guide
    • cloud.google.com
    • blog.trailofbits.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ossfuzz loads about 4.2k tokens when it runs. Until then it costs about 103 tokens; SKILL.md has 1,232 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~103
When it runs · the whole SKILL.md, loaded when a task matches
~4.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from trailofbits/skills at commit 82fe822, republished under its CC-BY-SA-4.0 licence (© trailofbits). 1,232 words, ~4,185 tokens.

Download SKILL.mdSave it as .claude/skills/ossfuzz/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
ossfuzz
description
Enrolls a project in OSS-Fuzz, Google's free continuous fuzzing service for open source, and drives it locally. Covers project.yaml, Dockerfile and build.sh setup, the helper scripts, reproducing OSS-Fuzz crash reports, and the acceptance criteria. Use when setting up continuous fuzzing for an open-source project, reproducing an OSS-Fuzz bug report, or testing an OSS-Fuzz build before submitting it.
type
technique

OSS-Fuzz

OSS-Fuzz is an open-source project developed by Google that provides free distributed infrastructure for continuous fuzz testing. It streamlines the fuzzing process and facilitates simpler modifications. While only select projects are accepted into OSS-Fuzz, the project's core is open-source, allowing anyone to host their own instance for private projects.

Overview

OSS-Fuzz provides a simple CLI framework for building and starting harnesses or calculating their coverage. Additionally, OSS-Fuzz can be used as a service that hosts static web pages generated from fuzzing outputs such as coverage information.

Key Concepts
ConceptDescription
helper.pyCLI script for building images, building fuzzers, and running harnesses locally
Base ImagesHierarchical Docker images providing build dependencies and compilers
project.yamlConfiguration file defining project metadata for OSS-Fuzz enrollment
DockerfileProject-specific image with build dependencies
build.shScript that builds fuzzing harnesses for your project
Criticality ScoreMetric used by OSS-Fuzz team to evaluate project acceptance

When to Apply

Apply this technique when:

  • Setting up continuous fuzzing for an open-source project
  • Need distributed fuzzing infrastructure without managing servers
  • Want coverage reports and bug tracking integrated with fuzzing
  • Testing existing OSS-Fuzz harnesses locally
  • Reproducing crashes from OSS-Fuzz bug reports

Skip this technique when:

  • Project is closed-source (unless hosting your own OSS-Fuzz instance)
  • Project doesn't meet OSS-Fuzz's criticality score threshold
  • Need proprietary or specialized fuzzing infrastructure
  • Fuzzing simple scripts that don't warrant infrastructure

Quick Reference

TaskCommand
Clone OSS-Fuzzgit clone https://github.com/google/oss-fuzz
Build project imageuv run --no-project python infra/helper.py build_image --pull <project>
Build fuzzers with ASanuv run --no-project python infra/helper.py build_fuzzers --sanitizer=address <project>
Run specific harnessuv run --no-project python infra/helper.py run_fuzzer <project> <harness>
Generate coverage reportuv run --no-project python infra/helper.py coverage <project>
Check helper.py optionsuv run --no-project python infra/helper.py --help

OSS-Fuzz Project Components

OSS-Fuzz provides several publicly available tools and web interfaces:

Bug Tracker

The bug tracker allows you to:

  • Check bugs from specific projects (initially visible only to maintainers, later made public)
  • Create new issues and comment on existing ones
  • Search for similar bugs across all projects to understand issues
Build Status System

The build status system helps track:

  • Build statuses of all included projects
  • Date of last successful build
  • Build failures and their duration
Fuzz Introspector

Fuzz Introspector displays:

  • Coverage data for projects enrolled in OSS-Fuzz
  • Hit frequency for covered code
  • Performance analysis and blocker identification

Read this case study for examples and explanations.

Step-by-Step: Running a Single Harness

You don't need to host the whole OSS-Fuzz platform to use it. The helper script makes it easy to run individual harnesses locally.

Step 1: Clone OSS-Fuzz
bash
git clone https://github.com/google/oss-fuzz
cd oss-fuzz
uv run --no-project python infra/helper.py --help
Step 2: Build Project Image
bash
uv run --no-project python infra/helper.py build_image --pull <project-name>

This downloads and builds the base Docker image for the project.

Step 3: Build Fuzzers with Sanitizers
bash
uv run --no-project python infra/helper.py build_fuzzers --sanitizer=address <project-name>

Sanitizer options:

Note: Fuzzers are built to /build/out/<project-name>/ containing the harness executables, dictionaries, corpus, and crash files.

Step 4: Run the Fuzzer
bash
uv run --no-project python infra/helper.py run_fuzzer <project-name> <harness-name> [<fuzzer-args>]

The helper script automatically runs any missed steps if you skip them.

Step 5: Coverage Analysis (Optional)

First, install gsutil (skip gcloud initialization).

bash
uv run --no-project python infra/helper.py build_fuzzers --sanitizer=coverage <project-name>
uv run --no-project python infra/helper.py coverage <project-name>

Use --no-corpus-download to use only local corpus. The command generates and hosts a coverage report locally.

See official OSS-Fuzz documentation for details.

Common Patterns

Pattern: Running irssi Example

Use Case: Testing OSS-Fuzz setup with a simple enrolled project

bash
# Clone and navigate to OSS-Fuzz
git clone https://github.com/google/oss-fuzz
cd oss-fuzz

# Build and run irssi fuzzer
uv run --no-project python infra/helper.py build_image --pull irssi
uv run --no-project python infra/helper.py build_fuzzers --sanitizer=address irssi
uv run --no-project python infra/helper.py run_fuzzer irssi irssi-fuzz

Expected Output:

INFO:__main__:Running: docker run --rm --privileged --shm-size=2g --platform linux/amd64 -i -e FUZZING_ENGINE=libfuzzer -e SANITIZER=address -e RUN_FUZZER_MODE=interactive -e HELPER=True -v /private/tmp/oss-fuzz/build/out/irssi:/out -t gcr.io/oss-fuzz-base/base-runner run_fuzzer irssi-fuzz.
Using seed corpus: irssi-fuzz_seed_corpus.zip
/out/irssi-fuzz -rss_limit_mb=2560 -timeout=25 /tmp/irssi-fuzz_corpus -max_len=2048 < /dev/null
INFO: Running with entropic power schedule (0xFF, 100).
INFO: Seed: 1531341664
INFO: Loaded 1 modules   (95687 inline 8-bit counters): 95687 [0x1096c80, 0x10ae247),
INFO: Loaded 1 PC tables (95687 PCs): 95687 [0x10ae248,0x1223eb8),
INFO:      719 files found in /tmp/irssi-fuzz_corpus
INFO: seed corpus: files: 719 min: 1b max: 170106b total: 367969b rss: 48Mb
#720        INITED cov: 409 ft: 1738 corp: 640/163Kb exec/s: 0 rss: 62Mb
#762        REDUCE cov: 409 ft: 1738 corp: 640/163Kb lim: 2048 exec/s: 0 rss: 63Mb L: 236/2048 MS: 2 ShuffleBytes-EraseBytes-
Pattern: Enrolling a New Project

Use Case: Adding your project to OSS-Fuzz (or private instance)

Create three files in projects/<your-project>/:

1. project.yaml - Project metadata:

yaml
homepage: "https://github.com/yourorg/yourproject"
language: c++
primary_contact: "your-email@example.com"
main_repo: "https://github.com/yourorg/yourproject"
fuzzing_engines:
  - libfuzzer
sanitizers:
  - address
  - undefined

2. Dockerfile - Build dependencies:

dockerfile
FROM gcr.io/oss-fuzz-base/base-builder
RUN apt-get update && apt-get install -y \
    autoconf \
    automake \
    libtool \
    pkg-config
RUN git clone --depth 1 https://github.com/yourorg/yourproject
WORKDIR yourproject
COPY build.sh $SRC/

3. build.sh - Build harnesses:

bash
#!/bin/bash -eu
./autogen.sh
./configure --disable-shared
make -j$(nproc)

# Build harnesses
$CXX $CXXFLAGS -std=c++11 -I. \
    $SRC/yourproject/fuzz/harness.cc -o $OUT/harness \
    $LIB_FUZZING_ENGINE ./libyourproject.a

# Copy corpus and dictionary if available
cp $SRC/yourproject/fuzz/corpus.zip $OUT/harness_seed_corpus.zip
cp $SRC/yourproject/fuzz/dictionary.dict $OUT/harness.dict

Docker Images in OSS-Fuzz

Harnesses are built and executed in Docker containers. All projects share a runner image, but each project has its own build image.

Image Hierarchy

Images build on each other in this sequence:

  1. base_image - Specific Ubuntu version
  2. base_clang - Clang compiler; based on base_image
  3. base_builder - Build dependencies; based on base_clang
  4. Your project Docker image - Project-specific dependencies; based on base_builder or language variant
Runner Images (Used Separately)

Advanced Usage

Tips and Tricks
TipWhy It Helps
Don't manually copy source codeProject Dockerfile likely already pulls latest version
Check existing projectsBrowse oss-fuzz/projects for examples
Keep harnesses in separate repoLike curl-fuzzer - cleaner organization
Use specific compiler versionsBase images provide consistent build environment
Install dependencies in DockerfileMay require approval for OSS-Fuzz enrollment
Criticality Score

OSS-Fuzz uses a criticality score to evaluate project acceptance. See this example for how scoring works.

Projects with lower scores may still be added to private OSS-Fuzz instances.

Show full SKILL.md (478 more words)Show less
Hosting Your Own Instance

Since OSS-Fuzz is open-source, you can host your own instance for:

  • Private projects not eligible for public OSS-Fuzz
  • Projects with lower criticality scores
  • Custom fuzzing infrastructure needs

Anti-Patterns

Anti-PatternProblemCorrect Approach
Manually pulling source in build.shDoesn't use latest versionLet Dockerfile handle git clone
Copying code to OSS-Fuzz repoHard to maintain, violates separationReference external harness repo
Ignoring base image versionsBuild inconsistenciesUse provided base images and compilers
Skipping local testingWastes CI resourcesUse helper.py locally before PR
Not checking build statusUnnoticed build failuresMonitor build status page regularly

Tool-Specific Guidance

libFuzzer

OSS-Fuzz primarily uses libFuzzer as the fuzzing engine for C/C++ projects.

Harness signature:

c++
extern "C" int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
    // Your fuzzing logic
    return 0;
}

Build in build.sh:

bash
$CXX $CXXFLAGS -std=c++11 -I. \
    harness.cc -o $OUT/harness \
    $LIB_FUZZING_ENGINE ./libproject.a

Integration tips:

  • Use $LIB_FUZZING_ENGINE variable provided by OSS-Fuzz
  • Include -fsanitize=fuzzer is handled automatically
  • Link against static libraries when possible
AFL++

OSS-Fuzz supports AFL++ as an alternative fuzzing engine.

Enable in project.yaml:

yaml
fuzzing_engines:
  - afl
  - libfuzzer

Integration tips:

  • AFL++ harnesses work alongside libFuzzer harnesses
  • Use persistent mode for better performance
  • OSS-Fuzz handles engine-specific compilation flags
Atheris (Python)

For Python projects with C extensions.

Example from cbor2 integration:

Harness:

python
import atheris
import sys
import cbor2

@atheris.instrument_func
def TestOneInput(data):
    fdp = atheris.FuzzedDataProvider(data)
    try:
        cbor2.loads(data)
    except (cbor2.CBORDecodeError, ValueError):
        pass

def main():
    atheris.Setup(sys.argv, TestOneInput)
    atheris.Fuzz()

if __name__ == "__main__":
    main()

Build in build.sh:

bash
# allow-legacy-python: build.sh runs inside the oss-fuzz container, where the shims are absent.
pip3 install .
for fuzzer in $(find $SRC -name 'fuzz_*.py'); do
  compile_python_fuzzer $fuzzer
done

Integration tips:

Rust Projects

Enable in project.yaml:

yaml
language: rust
fuzzing_engines:
  - libfuzzer
sanitizers:
  - address  # Only AddressSanitizer supported for Rust

Build in build.sh:

bash
cargo fuzz build -O --debug-assertions
cp fuzz/target/x86_64-unknown-linux-gnu/release/fuzz_target_1 $OUT/

Integration tips:

Troubleshooting

IssueCauseSolution
Build fails with missing dependenciesDependencies not in DockerfileAdd apt-get install or equivalent in Dockerfile
Harness crashes immediatelyMissing input validationAdd size checks in harness
Coverage is 0%Harness not reaching target codeVerify harness actually calls target functions
Build timeoutComplex build processOptimize build.sh, consider parallel builds
Sanitizer errors in buildIncompatible flagsUse flags provided by OSS-Fuzz environment variables
Cannot find source codeWrong working directory in DockerfileSet WORKDIR or use absolute paths
Tools That Use This Technique
SkillHow It Applies
libfuzzerPrimary fuzzing engine used by OSS-Fuzz
aflppAlternative fuzzing engine supported by OSS-Fuzz
atherisUsed for fuzzing Python projects in OSS-Fuzz
cargo-fuzzUsed for Rust projects in OSS-Fuzz
SkillRelationship
coverage-analysisOSS-Fuzz generates coverage reports via helper.py
address-sanitizerDefault sanitizer for OSS-Fuzz projects
fuzz-harness-writingEssential for enrolling projects in OSS-Fuzz
corpus-managementOSS-Fuzz maintains corpus for enrolled projects

Resources

Key External Resources

OSS-Fuzz Official Documentation Comprehensive documentation covering enrollment, harness writing, and troubleshooting for the OSS-Fuzz platform.

Getting Started Guide Step-by-step process for enrolling new projects into OSS-Fuzz, including requirements and approval process.

cbor2 OSS-Fuzz Integration PR Real-world example of enrolling a Python project with C extensions into OSS-Fuzz. Shows:

  • Initial proposal and project introduction
  • Criticality score evaluation
  • Complete implementation (project.yaml, Dockerfile, build.sh, harnesses)

Fuzz Introspector Case Studies Examples and explanations of using Fuzz Introspector to analyze coverage and identify fuzzing blockers.

Video Resources

Check OSS-Fuzz documentation for workshop recordings and tutorials on enrollment and harness development.

© trailofbits, CC-BY-SA-4.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (assets) in plugins/testing-handbook-skills/skills/ossfuzz of trailofbits/skills.

  • SKILL.md
  • agents/openai.yaml
  • assets/trail-of-bits-mark.svg

Open the folder on GitHubat commit 82fe822

Compare with similar skills

Ossfuzz next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ossfuzz compared with similar skills
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PgjevrealZachi/pg-jev1k—~2.9kAutomated safety check: PassCustom licence
Onboarding Validationopen-edge-platform/edge-ai-suites140—~3.3kAutomated safety check: PassApache-2.0
Lineth QuickstartLFDT-Lineth/lineth-monorepo126—~1kAutomated safety check: NotesAGPL-3.0
Lvc Run Appopen-edge-platform/edge-ai-suites140—~796Automated safety check: PassApache-2.0

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Works with

Categories

Questions about Ossfuzz

What does Ossfuzz do?

Enrolls a project in OSS-Fuzz, Google's free continuous fuzzing service for open source, and drives it locally. Ossfuzz is an agent skill from trailofbits/skills, published by the product's own GitHub organization. Enrolls a project in OSS-Fuzz, Google's free continuous fuzzing service for open source, and drives it locally.

When should I use Ossfuzz?

Ossfuzz fits situations like: setting up continuous fuzzing for an open-source project; reproducing an OSS-Fuzz bug report; testing an OSS-Fuzz build before submitting it.

How do I install Ossfuzz in Claude Code?

Run `npx skills add trailofbits/skills --skill ossfuzz -a claude-code`. Or copy the skill folder (plugins/testing-handbook-skills/skills/ossfuzz in trailofbits/skills) into .claude/skills/ossfuzz in your project. Claude Code loads it when a task matches its description.

How do I install Ossfuzz in Codex?

Run `npx skills add trailofbits/skills --skill ossfuzz -a codex`. Or copy the skill folder (plugins/testing-handbook-skills/skills/ossfuzz in trailofbits/skills) into .agents/skills/ossfuzz in your project. Codex loads it when a task matches its description.

Can I use Ossfuzz in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add trailofbits/skills --skill ossfuzz -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ossfuzz, .gemini/skills/ossfuzz, .github/skills/ossfuzz and .opencode/skills/ossfuzz in your project.

What does Ossfuzz need to run?

Going by SKILL.md and its folder, Ossfuzz needs the command-line tools its instructions call (uv, git, make, pip3, cargo and apt-get). Our summary lists: Python 3; Docker.

Does Ossfuzz access the network?

SKILL.md names 8 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: google.github.io, issues.oss-fuzz.com, oss-fuzz-build-logs.storage.googleapis.com, oss-fuzz-introspector.storage.googleapis.com, appsec.guide, cloud.google.com and blog.trailofbits.com. This is read from the text; nothing was executed.

Is Ossfuzz safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ossfuzz use?

Ossfuzz is published under the CC-BY-SA-4.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ossfuzz use?

About 4.2k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ossfuzz?

Skills that share tags, products or a category with Ossfuzz: DeerFlow Smoke Test (bytedance/deer-flow, 83k stars), Pgjev (realZachi/pg-jev, 1k stars), Onboarding Validation (open-edge-platform/edge-ai-suites, 140 stars) and Lineth Quickstart (LFDT-Lineth/lineth-monorepo, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ossfuzz?

trailofbits (a GitHub organization, an official publisher) maintains it in trailofbits/skills, which has 7,400 GitHub stars. The repository holds 79 skills in this directory. The repository was last updated on October 2, 2026.

Source: trailofbits/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.