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 agentmods add skills/thejefflarson/soundcheck/pr-reviewnpx skills add thejefflarson/soundcheck --skill pr-reviewgit clone --depth 1 https://github.com/thejefflarson/soundcheckWrote 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/thejefflarson/soundcheck/pr-review)<a href="https://agentmods.dev/skills/thejefflarson/soundcheck/pr-review"><img src="https://agentmods.dev/badge/skills/thejefflarson/soundcheck/pr-review.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00059 | $0.00798 |
| Opus 5 | $0.00030 | $0.00399 |
| Sonnet 5 | $0.00012 | $0.00160 |
| Haiku 4.5 | $0.00006 | $0.00080 |
Grade A, and why
pr-review 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 4d ago.
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.
How it starts
The opening of the file, as written. The whole thing — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Pull Request Security Gate (A01:2025–A10:2025 + LLM01:2025–LLM10:2025)
What this checks
Fast single-pass review of the files in a pull request diff. Reports
only Critical and High severity findings. Designed for CI: completes
in seconds-to-minutes on haiku, well under the time a developer
expects to wait on a PR check. This is the per-PR gate. For nightly
or deep audits, reach for security-review or contract-review.
Vulnerable patterns
Soundcheck's per-category skills (injection, csrf, ssrf,
broken-access-control, authentication-failures,
hardcoded-secrets, path-traversal, prompt-injection, …)
auto-invoke when their description matches code in the diff. Examples
this gate is expected to catch on a routine PR:
- SQL or shell string built from request data —
injection - Path opened from a URL parameter without normalization —
path-traversal - A new credential string-literal in a config file —
hardcoded-secrets - A new state-changing endpoint without
csrfProtection—csrf - A new fetch to a caller-supplied URL with no host allowlist —
ssrf
Procedure
This skill is the coordinator — it does the reading; per-category skills supply the patterns. No subagents.
- [ ] Read every file in the supplied changed-file list once
- [ ] Apply soundcheck's per-category skills as their descriptions match
- [ ] Filter findings to severity Critical or High
- [ ] Emit findings table only (no chains, no design review)
- [ ] Append the machine-readable <soundcheck-findings>[...] block
For each finding, the table row contains:
| Severity | File:Line | Skill | Finding | Fix |
- Severity is Critical or High; drop Medium and Low.
- File:Line must be inside the supplied changed-file list.
- Skill names the auto-invoking soundcheck skill the pattern matched.
- Finding is one short sentence a non-security developer can act on.
- Fix is one short sentence; link or quote the secure pattern from
the relevant skill's
Fix immediatelyblock.
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.
- 4d ago First seen · 80 lines · 59 tokens per session scan A 5051fd4111f3
pr-review is a skill published in the GitHub repository thejefflarson/soundcheck (20 stars, last pushed 1mo ago), licensed MIT. It adds 59 tokens to every session and 798 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 2026-08-30.
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