pr-review
Skill20 starsChanged 4 months agoMITView on GitHub
Lightweight per-PR security gate that detects Critical and High severity OWASP/LLM issues in changed files only. Use when scanning a small git diff in CI for blocking findings. Single-pass; does not dispatch subagents and does not perform threat modeling or attack-chain analysis.
195 other projects use a version of this.
Adopted by
Most recently taken up by
- static-web-server/static-web-servertheir own version, first seen Nov 9, 2026
- zerx-lab/FluxDowntheir own version, first seen Nov 9, 2026
- civitai/civitaitheir own version, first seen Nov 9, 2026
- harshitsinghbhandari/domain-expansiontheir own version, first seen Nov 8, 2026
- Azure/azure-sdk-toolstheir own version, first seen Nov 8, 2026
- databricks/clitheir own version, first seen Nov 8, 2026
Used with
Projects with it also use oss-pr, pr-automation and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
CES-LtdSkilloss-pr
Use when creating a pull request, after committing changes, or when user invokes /oss-pr. Covers branch management, quality checks, commit, push, and PR creation.
Also in 3 projects that use this
CES-LtdSkillpr-automation
PR Automation Orchestrator: poll open PRs, check CI, run review, fix, and merge eligible PRs. Use when: (1) Invoked by daemon via scripts/pr-automation.sh, (2) User says "/pr-automation".
Also in 3 projects that use this
jtenniswoodSkillexpert-reset
Reimagine this repository from first principles using the current product and user experience as the target. Use when the user says "/expert-reset", asks how the project should be rebuilt if starting again, wants bold architecture or component-structure recommendations, or wants a research-only reset plan unconstrained by current implementation details.
Also in 3 projects that use this
jtenniswoodSkillupdates
Summarize user-facing project updates from the last 7 days, ordered by importance and written as one-sentence "Feature: description" entries. Use when the user says "/updates", asks what changed recently, or wants a concise list of recent features, device support, fixes that users will notice, or other product value.
Also in 3 projects that use this
openchamberSkillclack-cli-patterns
Use when creating or modifying OpenChamber CLI commands, prompts, terminal output, non-TTY behavior, `--quiet`, or `--json` behavior.
Also in 3 projects that use this
openchamberSkilldrag-to-reorder
Use when implementing or modifying OpenChamber sortable or drag-to-reorder behavior, especially `@dnd-kit`, touch/mobile interactions, variable-width items, or wrapping layouts.
Also in 3 projects that use this
- +6 more from openchamber
Other versions195 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 195
- Significant-Gravitas/AutoGPT★ 188ksame name
- pytorch/pytorch★ 105ksame name
- rtk-ai/rtk★ 86ksame name
- saadeghi/daisyui★ 43ksame name
- rustfs/rustfs★ 36ksame name
- dotnet/maui★ 23ksame name
- NVIDIA/Megatron-LM★ 18ksame name
- MiniMax-AI/skills★ 14ksame name
- btriapitsyn/openchamber★ 13ksame name
- openchamber/openchamber★ 13ksame name
185 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository52 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- authentication-failuresSkill
- broken-access-controlSkill
- concurrency-correctnessSkill
- contract-reviewSkill
- cryptographic-failuresSkill
- crypto-library-misuseSkill
- csrfSkill
- exceptional-conditionsSkill
- excessive-agencySkill
- file-uploadSkill
- graphql-securitySkill
- hardcoded-secretsSkill
- header-injectionSkill
- hotspotsSkill
- injectionSkill
- insecure-designSkill
- insecure-local-storageSkill
- insecure-output-handlingSkill
- insecure-plugin-designSkill
- integrity-failuresSkill
- ipc-securitySkill
- llm-supply-chainSkill
- logging-failuresSkill
- mass-assignmentSkill
- mcp-securitySkill
- memory-api-misuseSkill
- model-dosSkill
- model-theftSkill
- multi-agent-trustSkill
- nosql-injectionSkill
- numeric-trust-boundarySkill
- oauth-implementationSkill
- open-redirectSkill
- overrelianceSkill
- path-traversalSkill
- privilege-handlingSkill
- prompt-injectionSkill
- prototype-pollutionSkill
- race-conditionSkill
- rag-securitySkill
- redosSkill
- security-cleanupSkill
- security-misconfigurationSkill
- security-reviewSkill
- sensitive-disclosureSkill
- ssrfSkill
- supply-chainSkill
- threat-modelSkill
- token-smugglingSkill
- training-data-poisoningSkill
- unsafe-api-consumptionSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 178 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 58
If a pattern requires cross-file tracing or threat modeling to classify, do not emit it — that's mode 2's job.
“Common” is measured: kept by at least 6 in 10 of the 178 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
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>[...] blockFor 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.
If a pattern requires cross-file tracing or threat modeling to classify, do not emit it — that's mode 2's job. Better a clean miss in CI than a noisy false positive that trains developers to ignore the gate.
Finish with one summary line: N findings (M Critical/High) or
No Critical or High findings. Suggest /security-review for a
deeper manual scan.
Verification
- Every emitted finding is severity Critical or High
- Every emitted finding's file:line is inside the changed-file list
- No Agent tool invocations (single-pass, no subagent dispatch)
- Response ends with a one-line summary
- Machine-readable
<soundcheck-findings>block appended
References
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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- It worked
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- It didn't
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

