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.
npx skills add OutlineDriven/outline-driven-development --skill cargo-fuzzgit clone --depth 1 https://github.com/OutlineDriven/outline-driven-developmentWrote 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.
[](https://agentmods.dev/skills/outlinedriven/outline-driven-development/cargo-fuzz)<a href="https://agentmods.dev/skills/outlinedriven/outline-driven-development/cargo-fuzz"><img src="https://agentmods.dev/badge/skills/outlinedriven/outline-driven-development/cargo-fuzz.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00040 | $0.01570 |
| Opus 5 | $0.00020 | $0.00785 |
| Sonnet 5 | $0.00008 | $0.00314 |
| Haiku 4.5 | $0.00004 | $0.00157 |
Grade A, and why
cargo-fuzz 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- cargo-fuzz — 91% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.
cargo-fuzz
Contract
| Field | Bound contract |
|---|---|
| Trigger | User needs to initialize, run, measure, or triage a cargo-fuzz target in a Rust crate. |
| Authority | Reversible local: writes only the fuzz/ workspace, corpus, artifact, and coverage output directories under the target crate, plus src/ edits needed to expose a library target (e.g., moving code from src/main.rs to src/lib.rs) and nightly toolchain and cargo-fuzz installation via rustup and cargo install; rollback is removing fuzz/, reverting src/ edits, and uninstalling the added toolchain or tool. No remote mutation. |
| Side effect | Creates and mutates Rust fuzz targets, corpus files, crash artifacts, coverage reports, and src/ layout on the local filesystem. Installs nightly Rust and cargo-fuzz if absent. No remote, credential, or VCS mutation. |
| Done | The named cargo-fuzz target runs under the intended sanitizer and reproduces any selected artifact. |
Inputs
- Target crate path (required): the Cargo crate to fuzz, containing a library target.
- Fuzz target name (required for run/coverage/triage; generated by
init): the name underfuzz/fuzz_targets/. - Sanitizer choice (optional, default
address): one ofaddress,thread,memory,none. Usenoneonly for pure safe Rust with no unsafe in the dependency tree. - Crash artifact path (optional, for triage): a file under
fuzz/artifacts/<target>/. - Source filter (optional, for coverage): one or more
src/*.rspaths to scope the HTML report, loaded into theSRC_FILTERarray.
Procedure
- Install the nightly toolchain and cargo-fuzz with
rustup install nightlyandcargo install cargo-fuzz. Confirm both are installed withcargo +nightly --versionandcargo fuzz --version. cargo-fuzz requires nightly because it relies on unstable compiler features and libFuzzer integration. Done when: nightly and cargo-fuzz are installed and confirmed. - Ensure the target crate exposes a library target. If the project is binary-only, move reusable code from
src/main.rsintosrc/lib.rsso the fuzz harness can call it. Done when: the crate exposes a library target. - Initialize the fuzz workspace:
cargo fuzz init. This createsfuzz/Cargo.tomlandfuzz/fuzz_targets/fuzz_target_1.rs. Done when: the fuzz workspace is initialized. - Write the harness in the generated fuzz target file using the
fuzz_target!macro with#![no_main]:
Handle#![no_main] use libfuzzer_sys::fuzz_target; fuzz_target!(|data: &[u8]| { your_project::target_function(data); });Result::Errgracefully inside the harness, and keep the harness deterministic with no RNG. For structure-aware fuzzing, deriveArbitraryon a type in the library crate (#[derive(Debug, Arbitrary)]) and addarbitrary = { version = "1", features = ["derive"] }to the libraryCargo.toml. Use that type as thefuzz_target!parameter instead of&[u8]. Done when: the harness is written with deterministic behavior and graceful error handling. - Run the campaign:
cargo +nightly fuzz run <target>. AddressSanitizer is enabled by default. To disable it for pure safe Rust, first verify no unsafe code withcargo install cargo-geiger && cargo geiger, then runcargo +nightly fuzz run --sanitizer none <target>for approximately 2x throughput. Done when: the campaign is running or completed under the chosen sanitizer. - Reproduce a crash artifact:
cargo +nightly fuzz run <target> fuzz/artifacts/<target>/crash-<hash>. To replay the full corpus without fuzzing:cargo +nightly fuzz run <target> fuzz/corpus/<target> -- -runs=0. Pass libFuzzer options after--(e.g.-timeout=10,-max_len=1024,-dict=dict.dict). Done when: the artifact is reproduced or the corpus is replayed. - Measure coverage: install
rustup toolchain install nightly --component llvm-tools-preview,cargo install cargo-binutils, andcargo install rustfilt. Runcargo +nightly fuzz coverage <target>. Generate the HTML report:
LeaveHOST=$(rustc -vV | sed -n 's|host: ||p') cargo +nightly cov -- show -Xdemangler=rustfilt \ "target/$HOST/coverage/$HOST/release/<target>" \ -instr-profile="fuzz/coverage/<target>/coverage.profdata" \ -show-line-counts-or-regions -show-instantiations \ -format=html -o fuzz_html/ ${SRC_FILTER[@]+"${SRC_FILTER[@]}"}SRC_FILTERunset when no source filter is supplied. Done when: the HTML coverage report is generated underfuzz_html/.
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.
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.
- yesterday Changed · -26 tokens per session 19e34f5b8112
- 4d ago First seen · 64 lines · 66 tokens per session scan A 25340a4dbf3f
cargo-fuzz is a skill published in the GitHub repository OutlineDriven/outline-driven-development (52 stars, last pushed 2d ago), licensed Apache-2.0. It adds 40 tokens to every session and 1,570 once invoked, about $0.0002 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 2026-09-03.
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