miri-dsp

miri-dsp is a skill for Claude Code from gertsylvest/meta-team. It costs 73 tokens per session (762 once invoked), scanned A, original, MIT.

A Rust testing check that runs Miri, a tool that interprets Rust code to find certain memory-safety mistakes that ordinary tests may miss. It is aimed at digital-signal-processing crates, which are libraries for processing audio or other sampled signals.

In plain words
What is it for?
Use it to test one Rust DSP crate, especially code using unsafe operations for SIMD or ring buffers. It checks unit tests rather than full benchmarks or WebAssembly builds.
Why use it?
It can expose undefined behaviour such as out-of-bounds access, use-after-free, uninitialised reads, and invalid pointer use before those bugs cause failures in production.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: positional $N argument.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is bash run.sh ./rust/audio-dsp.

Good fit Use it to test one Rust DSP crate, especially code using unsafe operations for SIMD or ring buffers. It checks unit tests rather than full benchmarks or WebAssembly builds.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/gertsylvest/meta-team
agentmods
npx agentmods add skills/gertsylvest/meta-team/miri-dsp

Made for: Claude Code.

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README.md
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Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 762 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.
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 $0.00073 $0.00762
Opus 5 $0.00036 $0.00381
Sonnet 5 $0.00015 $0.00152
Haiku 4.5 $0.00007 $0.00076

Measured 11d ago against content hash 7b94f34bc4fc, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

miri-dsp 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 11d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (run.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

library/skills/miri-dsp/SKILL.md · 66 lines

How it starts

The opening of the file, as written. The whole thing — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Miri DSP

miri interprets Rust's mid-level IR and catches a large class of undefined behaviour that cargo test will silently miss: out-of-bounds slice access, use-after-free, reads of uninitialised memory, invalid unsafe pointer arithmetic, and aliasing violations under the Stacked Borrows / Tree Borrows models.

Miri is most valuable on no_std DSP crates — they tend to contain hand-written unsafe for SIMD and ringbuffers where the compiler cannot prove safety. The cost is runtime speed (Miri is an interpreter, not a compiler), so this skill targets the unit tests of a single crate rather than a whole workspace.

Limitations

  • Miri does not target wasm32. It runs on the host triple. UB-free under Miri does not guarantee UB-free under wasm32 — but in practice the UB classes Miri catches are target-independent.
  • Floating-point intrinsics are slow under Miri. Heavy DSP benchmark suites will time out. Focus tests on correctness invariants and unsafe boundaries, not on full audio renders.
  • cargo bench does not run under Miri — use the cargo-bench-rt skill on native instead.

Requirements

  • Rust nightly toolchain with the miri component:
    rustup toolchain install nightly
    rustup +nightly component add miri
    

The script bootstraps both if missing.

Instructions

The argument is in $ARGUMENTS. Pass it directly to the run script:

bash "$(dirname "$0")/run.sh" $ARGUMENTS

The argument is the path to the crate directory.

Output sections

Section What it reports
TOOLCHAIN Whether nightly + miri are installed
MIRI Result of cargo +nightly miri test

Typical usage

# Run miri on a single DSP crate
bash run.sh ./rust/audio-dsp

# Run on every DSP crate in a workspace
for crate in rust/dsp-*; do bash run.sh "$crate"; done

What to look for

  • MIRI failing with "Undefined Behavior" — read the report carefully. Miri pinpoints the exact statement and explains the violation (e.g. "reading uninitialised bytes", "out-of-bounds pointer offset", "stacked borrows violation").
  • MIRI timing out — narrow the test set. Mark long-running renders with #[cfg(not(miri))] so they are skipped under Miri while still running under cargo test.
  • MIRI reporting "unsupported operation" — Miri does not support every libc or syscall. If the offending call is in a third-party dep, gate that path behind a feature flag the DSP crate does not enable; if it is in your own code, the operation probably should not be in a DSP crate at all.

Read the full file on GitHub · 66 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. 11d ago First seen · 66 lines · 73 tokens per session scan A 7b94f34bc4fc

Subscribe to this mod's changes

miri-dsp is a skill published in the GitHub repository gertsylvest/meta-team (5 stars, last pushed 1mo ago), licensed MIT. It adds 73 tokens to every session and 762 once invoked, about $0.0004 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 2026-08-31.