sbom-formats
Reference for the two SBOM specification families and how to choose between them - CycloneDX v1.6 (OWASP-curated, security-focused: components, services, dependencies, first-class vulnerabilities[] with embedded VEX, formulation, ML/SaaS BOMs; XML / JSON / Protobuf) as the primary format, with SPDX 2.3 + 3.0 (Linux Foundation, license-focused: packages, relationships, license expressions, Tag-Value/JSON encodings, ISO/IEC 5962:2021) covered as a reference. Includes per-language generators, schema validation, sign + attest CI wiring, and the format-choice guidance (CycloneDX for security-focused consumers; SPDX for US Federal procurement, Linux Foundation, and license-compliance contexts). Use when the user asks to write or validate an SBOM in CycloneDX or SPDX form, or the team must pick its SBOM format.
Install with skills.sh (any agent)
npx skills add testland/qa --skill sbom-formatssbom-formats
Overview
Two specification families dominate the SBOM landscape. CycloneDX is the OWASP-curated, security-focused format and this skill's primary subject; SPDX is the Linux Foundation's license-focused standard, covered in references/spdx.md.
Per cyclonedx.org/specification/overview (opens in new window), CycloneDX's distinguishing features vs SPDX:
This is a reference skill - defines the schemas + tooling landscape; doesn't run scans. Pair with syft-generation to generate SBOMs in either format from real codebases.
Choosing a format
| Signal | Pick |
|---|---|
| Security-focused consumer (vuln tracking, supply-chain attestation) | CycloneDX |
| US Federal procurement (NIST SP 800-218 + EO 14028 guidance) | SPDX (references/spdx.md) |
| License-compliance focus (richest license-expression vocabulary) | SPDX |
| Linux Foundation member organization workflow | SPDX |
| EU consumers / broad modern tooling | CycloneDX (most common) |
| Consumer dictates the format | Whatever the consumer requires |
When no consumer constraint exists, CycloneDX is the default here: its embedded VEX (vulnerabilities[].analysis) feeds the triage workflow directly. Generating both (Syft emits either) satisfies mixed audiences. Note SPDX license IDs are the cross-format standard - even CycloneDX license blocks use them.
When to use
How to use
Work the numbered Steps in order: generate the BOM (Steps 1-2), add a VEX-style analysis record per triaged finding (Steps 3, 5), validate against the schema (Step 4), then sign + attest in CI (Step 6). Pin the specVersion your consumer agreed; bump version on each re-issue. For an SPDX consumer, follow references/spdx.md instead.
Step 1 - Top-level structure
A minimal CycloneDX 1.6 BOM (JSON):
{
"$schema": "http://cyclonedx.org/schema/bom-1.6.schema.json",
"bomFormat": "CycloneDX",
"specVersion": "1.6",
"serialNumber": "urn:uuid:3e671687-395b-41f5-a30f-a58921a69b79",
"version": 1,
"metadata": {
"timestamp": "2026-05-06T12:00:00Z",
"tools": [{"vendor": "anchore", "name": "syft", "version": "1.16.0"}],
"component": {
"type": "application",
"name": "my-app",
"version": "1.0.0",
"purl": "pkg:generic/my-app@1.0.0"
}
},
"components": [
{
"type": "library",
"bom-ref": "pkg:npm/lodash@4.17.20",
"name": "lodash",
"version": "4.17.20",
"purl": "pkg:npm/lodash@4.17.20",
"licenses": [{"license": {"id": "MIT"}}]
}
],
"dependencies": [
{
"ref": "pkg:generic/my-app@1.0.0",
"dependsOn": ["pkg:npm/lodash@4.17.20"]
}
]
}Step 2 - Required fields per spec
Per cdx-spec (opens in new window):
| Field | Required? | Use |
|---|---|---|
bomFormat | yes | Must be "CycloneDX" |
specVersion | yes | "1.6" (current) / "1.5" / "1.4" |
serialNumber | recommended | URN UUID identifying the BOM |
version | recommended | BOM revision (incremented per re-issue) |
metadata | recommended | Generation context (timestamp, tools, top-level component) |
components[] | required for non-empty BOMs | Inventory of dependencies |
dependencies[] | recommended | Dependency-graph edges via bom-ref |
services[] | optional | Hosted services (SaaS BOM) |
vulnerabilities[] | optional | Per-finding records |
formulation[] | optional | Build metadata |
Component types and per-language native generators are cataloged in references/component-types-and-tooling.md; the purl (Package URL) field is the canonical component identifier.
Step 3 - Vulnerability block (VEX-equivalent)
CycloneDX has first-class vuln support (unlike SPDX which delegates to companion files):
"vulnerabilities": [
{
"id": "CVE-2024-1234",
"source": {"name": "NVD", "url": "https://nvd.nist.gov/vuln/detail/CVE-2024-1234"},
"ratings": [
{"source": {"name": "NVD"}, "severity": "critical", "method": "CVSSv3", "score": 9.8}
],
"cwes": [798],
"description": "Hardcoded credential in lodash sortBy function",
"affects": [{"ref": "pkg:npm/lodash@4.17.20"}],
"analysis": {
"state": "not_affected",
"justification": "code_not_present",
"detail": "Vulnerable function not exported in current build"
}
}
]The analysis.state field uses VEX-equivalent values: resolved, resolved_with_pedigree, exploitable, in_triage, false_positive, not_affected.
Step 4 - Validation
Validate a CycloneDX SBOM against the schema:
# Using cyclonedx-cli
cyclonedx validate --input-file sbom.json --input-version v1_6
# Or via npm
npx @cyclonedx/cyclonedx-bom validate sbom.jsonValidation catches structural issues (missing required fields, invalid PURLs, unknown component types) before publishing. For SPDX validation (pyspdxtools), see references/spdx.md.
Step 5 - VEX integration
The Step 3 vulnerabilities[] record IS embedded VEX (Vulnerability Exploitability Exchange, CycloneDX 1.4+). To assert a triaged CVE does not affect the shipped product, extend that same record - deltas only:
This lets downstream consumers filter the false-positive finding instead of re-doing reachability analysis.
Step 6 - CI integration
jobs:
cyclonedx:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v5
# Per-language native (recommended for richer SBOM)
- run: npx @cyclonedx/cyclonedx-npm --output-file=sbom.cyclonedx.json
# OR via Syft (broader source coverage)
- uses: anchore/sbom-action@v0
with:
format: cyclonedx-json
output-file: sbom.cyclonedx.json
# Validate
- run: cyclonedx validate --input-file sbom.cyclonedx.json --input-version v1_6
# Sign + attest
- run: cosign attest --predicate sbom.cyclonedx.json --type cyclonedx my-image:1.0Worked example
A Node.js service must ship a CycloneDX SBOM to a security-focused customer. The team:
Result: a schema-valid, attested CycloneDX 1.6 BOM whose embedded VEX lets the customer drop the lodash finding without re-doing reachability analysis.
Anti-patterns
| Anti-pattern | Why it fails | Fix |
|---|---|---|
Skip serialNumber field | Can't deduplicate across re-generations | Generate URN UUID per BOM |
Use metadata.tools[] v1.4 schema in 1.6+ | Schema evolution; tools shape changed | Use metadata.tools.components[] (newer schema) |
Skip dependencies[] block | Loss of dep-graph info; downstream tools degrade | Always include (Step 1) |
| Hand-author CycloneDX | Schema is large; errors easy to introduce | Use generators (references) |
| Skip schema validation | Invalid SBOMs pass into prod; downstream consumers fail | Validate in CI (Step 4) |
| Pick format by tooling habit, not consumer | Consumer rejects the delivery | Format-choice table (Choosing a format) |
Limitations
References
CycloneDX component types and per-language tooling
View source (opens in new window)CycloneDX component types and per-language tooling
Reference tables extracted from cyclonedx-format. See cyclonedx.org/specification/overview (opens in new window) for the source spec.
Component types
Per cdx-spec (opens in new window) common component types:
| Type | Use |
|---|---|
application | Top-level app being described |
library | Code dependency (npm, pip, Maven artifact) |
framework | Application framework (React, Django, Spring) |
container | OCI/Docker container image |
operating-system | OS (Alpine, Ubuntu, etc.) |
firmware | Embedded firmware |
device | Hardware device |
file | Standalone file (script, binary) |
machine-learning-model | ML model (since 1.5) |
data | Dataset (since 1.5) |
cryptographic-asset | Crypto algorithm/key (since 1.6) |
The purl (Package URL) field is the canonical identifier per github.com/package-url/purl-spec (opens in new window).
Per-language native tooling
CycloneDX has per-language native generators (alternative to Syft):
| Language | Tool | Source |
|---|---|---|
| Node.js | @cyclonedx/cyclonedx-npm | github.com/CycloneDX/cyclonedx-node-npm |
| Python | cyclonedx-py (cyclonedx-bom) | github.com/CycloneDX/cyclonedx-python |
| Java/Maven | cyclonedx-maven-plugin | github.com/CycloneDX/cyclonedx-maven-plugin |
| Java/Gradle | cyclonedx-gradle-plugin | github.com/CycloneDX/cyclonedx-gradle-plugin |
| Go | cyclonedx-gomod | github.com/CycloneDX/cyclonedx-gomod |
| .NET | CycloneDX-DOTNET | github.com/CycloneDX/cyclonedx-dotnet |
| Rust | cargo-cyclonedx | github.com/CycloneDX/cyclonedx-rust-cargo |
Per-language tools often produce richer SBOMs than Syft (deeper metadata, language-specific quirks handled).
SPDX - Software Package Data Exchange (format reference)
View source (opens in new window)SPDX - Software Package Data Exchange (format reference)
Companion reference for sbom-formats. Consult when the SBOM consumer requires SPDX (US Federal procurement, Linux Foundation members, license-compliance focus); the SKILL.md covers CycloneDX and the format-choice guidance.
SPDX is the Linux Foundation's SBOM standard, originally focused on license compliance. Per spdx.org/specifications (opens in new window):
Two active major versions:
| Version | Status | Notable |
|---|---|---|
| SPDX 2.3 | Stable; broadly tooled | Tag-Value / JSON / YAML / RDF / Spreadsheet; ISO/IEC 5962:2021 |
| SPDX 3.0 | Recent (2024); growing tooling | Profile-based: core + software + AI + dataset + build + security; JSON-LD primary |
When SPDX is the right format
SPDX 2.3 top-level structure (JSON)
{
"spdxVersion": "SPDX-2.3",
"dataLicense": "CC0-1.0",
"SPDXID": "SPDXRef-DOCUMENT",
"name": "my-app-1.0.0-sbom",
"documentNamespace": "https://example.com/spdx/my-app/1.0.0",
"creationInfo": {
"created": "2026-05-06T12:00:00Z",
"creators": ["Tool: syft-1.16.0", "Organization: Acme Corp"]
},
"packages": [
{
"SPDXID": "SPDXRef-Package-myapp",
"name": "my-app",
"versionInfo": "1.0.0",
"downloadLocation": "NOASSERTION",
"filesAnalyzed": false,
"licenseConcluded": "Apache-2.0",
"licenseDeclared": "Apache-2.0"
},
{
"SPDXID": "SPDXRef-Package-lodash",
"name": "lodash",
"versionInfo": "4.17.20",
"downloadLocation": "https://registry.npmjs.org/lodash/-/lodash-4.17.20.tgz",
"filesAnalyzed": false,
"licenseConcluded": "MIT",
"licenseDeclared": "MIT"
}
],
"relationships": [
{
"spdxElementId": "SPDXRef-DOCUMENT",
"relationshipType": "DESCRIBES",
"relatedSpdxElement": "SPDXRef-Package-myapp"
},
{
"spdxElementId": "SPDXRef-Package-myapp",
"relationshipType": "DEPENDS_ON",
"relatedSpdxElement": "SPDXRef-Package-lodash"
}
]
}Required fields per SPDX 2.3
Per spdx-spec (opens in new window):
| Field | Required? | Use |
|---|---|---|
spdxVersion | yes | Must be "SPDX-2.3" |
dataLicense | yes | "CC0-1.0" (CC0 - the SBOM data itself) |
SPDXID | yes | "SPDXRef-DOCUMENT" |
name | yes | Human-readable doc name |
documentNamespace | yes | Unique URI per BOM revision |
creationInfo.created | yes | ISO 8601 timestamp |
creationInfo.creators | yes | Tool / org / person who created |
packages[] | required for non-empty BOM | Inventory |
relationships[] | required (at least DESCRIBES) | Dep graph |
License expressions
SPDX is the canonical source for license identifiers (cross-format standard - even CycloneDX uses SPDX license IDs).
"licenseConcluded": "Apache-2.0",
"licenseConcluded": "MIT OR Apache-2.0",
"licenseConcluded": "(MIT AND BSD-3-Clause) OR GPL-2.0-only WITH Classpath-exception-2.0"Full list: spdx.org/licenses (current count ~600+).
The LicenseRef- prefix declares custom licenses:
"hasExtractedLicensingInfos": [{
"licenseId": "LicenseRef-AcmeProprietary",
"extractedText": "Acme Proprietary License Text..."
}],
"licenseConcluded": "LicenseRef-AcmeProprietary"Relationships
The relationships[] block is the dep-graph (SPDX equivalent of CycloneDX's dependencies[]):
| RelationshipType | Use |
|---|---|
DESCRIBES / DESCRIBED_BY | Document to top-level package |
DEPENDS_ON / DEPENDENCY_OF | Compile-time / runtime dep |
BUILD_DEPENDENCY_OF | Build-only dep |
DEV_DEPENDENCY_OF | Test/dev-only dep |
RUNTIME_DEPENDENCY_OF | Runtime-only dep |
OPTIONAL_DEPENDENCY_OF | Optional dep |
CONTAINS / CONTAINED_BY | Container to contained file/package |
GENERATED_FROM | Source-of-build |
STATIC_LINK / DYNAMIC_LINK | Linkage type |
Tag-Value format (SPDX-native)
Some toolchains use the SPDX Tag-Value format (older but well-tooled):
SPDXVersion: SPDX-2.3
DataLicense: CC0-1.0
SPDXID: SPDXRef-DOCUMENT
DocumentName: my-app-1.0.0-sbom
DocumentNamespace: https://example.com/spdx/my-app/1.0.0
Creator: Tool: syft-1.16.0
Creator: Organization: Acme Corp
Created: 2026-05-06T12:00:00Z
PackageName: my-app
SPDXID: SPDXRef-Package-myapp
PackageVersion: 1.0.0
PackageDownloadLocation: NOASSERTION
FilesAnalyzed: false
PackageLicenseConcluded: Apache-2.0
PackageLicenseDeclared: Apache-2.0
Relationship: SPDXRef-DOCUMENT DESCRIBES SPDXRef-Package-myappJSON is preferred for new toolchains; Tag-Value persists for legacy integrations.
SPDX 3.0 profiles and the SPDX tooling landscape are cataloged in spdx3-profiles-and-tooling.md (opens in new window); for most teams, stay on SPDX 2.3 unless 3.0 features are required.
Validation
# Python spdx-tools
pip install spdx-tools
pyspdxtools --infile sbom.spdx.json --version SPDX-2.3
# Validates structural conformance + license-expression syntax
# Validation via spdx online tool
# Upload to https://tools.spdx.org/app/CI integration
jobs:
spdx:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v5
- uses: anchore/sbom-action@v0
with:
format: spdx-json
output-file: sbom.spdx.json
- run: |
pip install spdx-tools
pyspdxtools --infile sbom.spdx.json --version SPDX-2.3
- uses: actions/upload-artifact@v4
with:
name: spdx-sbom
path: sbom.spdx.jsonWorked example
A team must deliver an SPDX 2.3 SBOM to a US Federal procurement consumer for an app that bundles one proprietary component:
Result: a validated SPDX 2.3 JSON SBOM whose custom license resolves cleanly and whose relationship graph satisfies the federal consumer's format requirement.
SPDX anti-patterns
| Anti-pattern | Why it fails | Fix |
|---|---|---|
Skip documentNamespace | Can't deduplicate across BOM revisions | Generate unique URI per BOM |
| Use SPDX 3.0 with consumer expecting 2.3 | Tooling incompat | Stick to SPDX 2.3 unless 3.0 required |
Manual license assignment without LicenseRef- for custom | License-expression validation fails | Use proper SPDX license ID or LicenseRef- |
Skip relationships[] (just packages) | No dep-graph; downstream tools degrade | Always include DESCRIBES + DEPENDS_ON |
| Mix Tag-Value + JSON in same workflow | Toolchain confusion | Pick one format per workflow |
SPDX limitations
Sources
SPDX 3.0 profiles and tooling
View source (opens in new window)SPDX 3.0 profiles and tooling
Extended reference for the SPDX chapter of sbom-formats (see spdx.md (opens in new window)). See spdx.dev/specifications (opens in new window) for the source spec.
SPDX 3.0 profiles
SPDX 3.0 (2024 release) restructures into composable profiles:
| Profile | Use |
|---|---|
core | Minimum BOM model |
software | Software-specific extensions (approx. SPDX 2.3 packages) |
licensing | License identification + expressions |
security | Vulnerability + VEX statements |
ai | AI/ML models, datasets, hyperparameters |
dataset | Dataset-specific metadata |
build | Build provenance (similar to in-toto attestations) |
JSON-LD is the primary encoding; tooling support is growing but less mature than 2.3 as of 2026. For most teams, stay on SPDX 2.3 unless 3.0 features are required - 2.3 has broader tooling.
Tooling
| Tool | Use |
|---|---|
syft | Generates SPDX 2.3 (JSON / Tag-Value); cross-source |
spdx-tools | Reference impl (Python); validation + conversion |
spdx-tools-java | Java reference impl |
ORT (OSS Review Toolkit) | License compliance scanning + SPDX reporting |
spdx-sbom-generator | Per-language native generation |
tern | Container image SPDX generation |
Trivy | Cross-purpose scanner with SPDX output |
Related skills
codeql-queries
Configures and runs GitHub CodeQL - semantic-database SAST with queries written in the CodeQL declarative query language; supports `codeql database create` (per-language) + `codeql database analyze` with --format=sarif; ships query packs (`codeql/javascript-queries`, `codeql/python-queries`, `codeql/java-queries`, `codeql/go-queries`, etc.); integrates with GitHub Code Scanning via SARIF upload; suppression via inline comment + sarif-filter + Security-tab dismissal. Use when the team uses GitHub-hosted repos and needs deep semantic SAST beyond pattern matching (cross-file taint flows, dataflow analysis).
cve-exploitability-triage
Ranks known CVE findings by real-world exploitability instead of severity alone: enriches each CVE with its EPSS probability (the chance exploitation activity is observed in the next 30 days) and CISA KEV membership (confirmed exploited in the wild), applies OpenVEX status assertions to set aside vulnerabilities the product is not affected by, applies a reachability heuristic for vulnerable code that is never called, and assigns every finding to one of four buckets (Fix-Now, Fix-This-Sprint, Fix-Backlog, Accept-Risk) using documented EPSS thresholds. Treats a CISA KEV listing as non-waivable under any justification. Use when a dependency, container image, or SBOM vulnerability scan has produced more CVEs than the team can fix in the available window and someone has to decide which ones get fixed first and which can wait.
dependabot-config
Reference for `.github/dependabot.yml` - GitHub-native dependency-update orchestrator. Required keys (`version: 2`, `updates[]` array) plus per-update fields (`package-ecosystem`, `directory` / `directories`, `schedule.interval`); common optional fields (`ignore`, `groups`, `allow`, `labels`, `milestone`, `open-pull-requests-limit`, `target-branch`, `vendor`, `versioning-strategy`, `assignees`, `commit-message`); auto-rebase + grouped-PR + security-only updates. Use when authoring or reviewing Dependabot configs in GitHub-hosted repos.
gitleaks-scanning
Configures and runs gitleaks - Go-based secret scanner with `gitleaks git` (scan local git via `git log -p`), `gitleaks dir` (filesystem), `gitleaks stdin` (pipe); 100+ built-in rules + custom rules in `.gitleaks.toml` ([[rules]] with regex / entropy / keywords / tags); allowlist via [[rules.allowlists]] (commits / paths / stopwords); pre-commit hook + GitHub Action integration; plus baseline management for legacy debt - onboarding a repo with historical findings via `--baseline-path` snapshots, `.gitleaksignore`, cross-tool suppression consistency with TruffleHog, and rot-prevention cadence. Use when the team needs OSS secret scanning at commit time + CI gate, or is adopting scanning on a repo with pre-existing findings.
language-native-sast
Language-native SAST linters - the first-party "linter as SAST" family that runs inside each ecosystem's standard toolchain with no separate scanner server: Bandit (Python, 60+ B-rules, severity x confidence filtering), gosec (Go, 40+ G-rules, AST + SSA taint tracking, golangci-lint integration), eslint-plugin-security + eslint-plugin-no-unsanitized (JS/TS, 14 detect-* rules + DOM-sink XSS), and PMD's Apex security ruleset (Salesforce, ApexSOQLInjection / ApexCRUDViolation / ApexSharingViolations). Covers the shared adoption pattern - install as a dev dependency, first scan, suppression-with-justification discipline, baseline-diff adoption for legacy code, SARIF output + CI gating - with per-tool depth in references. Use when a repo needs in-toolchain security linting for Python, Go, JavaScript/TypeScript, or Apex; for cross-language or cross-file taint analysis use semgrep-rules / codeql-queries instead.
multi-tool-finding-triage
Merges two or more security scanner reports into one gate. Use when you need a single BLOCK or PASS decision from multiple scanners instead of reading N separate reports. Normalizes each report into one common finding format (a canonical `Finding`), deduplicates on a per-domain key while recording which scanners agree (`caught_by` consensus), validates a waiver (finding-suppression) file, rejecting any missing `expires:` / `approved_by:` / `reason:` or expired, enriches CVE findings with EPSS (exploit-probability) and CISA KEV (known-exploited catalog), then applies a `fail_on` severity threshold to emit BLOCK or PASS plus a bucketed pull-request comment. Works across static (SAST), dynamic (DAST), secret, dependency (SCA), container, and IaC scanners. To run a single scanner instead use semgrep-rules, codeql-queries, or one of the language-native-sast linters; this runs after them to merge output - the cross-scanner gate, not a single-scanner wrapper.
npm-pip-maven-audit
Configures and runs native package-manager audit commands across ecosystems - `npm audit --audit-level=high` (npm), `yarn npm audit` (Yarn 2+), `pnpm audit` (pnpm), `pip-audit` (Python via PyPA), `mvn dependency:check` (Maven via OWASP Dependency-Check plugin), `cargo audit` (Rust, with `.cargo/audit.toml` suppression, `--deny` semantics, SARIF, binary auditing, and the rustsec/audit-check Action as a reference), and `bundle audit` (Ruby Bundler, with `.bundler-audit.yml` waivers, Rake integration, and CI gating as a reference); fastest no-install-required SCA option. Use when the team wants fast, no-extra-tooling SCA in CI as a first line of defense, when a Rust or Ruby repo needs its ecosystem-native scanner, or pairs with snyk/osv-scanner for layered coverage.
nuclei-dast
Installs and runs ProjectDiscovery Nuclei template-based HTTP scanning: selects templates via `-t {path}` and `-tags`/`-severity` filters, controls request rate with `-rl`, emits JSONL output via `-j` for cross-tool finding aggregation, authors custom YAML matchers for app-specific checks, and gates CI on severity thresholds. Use when the team runs Nuclei alongside ZAP for template-driven DAST coverage, needs fuzzing-style probes beyond ZAP passive scan, or wants to operationalize community CVE templates in a pipeline.
osv-scanner
Configures and runs Google OSV-Scanner - open-source SCA against the OSV.dev vulnerability database; supports `osv-scanner scan -r ./` recursive scan + per-lockfile scan via `-L package-lock.json`; SBOM input (CycloneDX / SPDX) for non-standard package managers; `--format json|sarif|markdown|vertical|html` output; suppressions via `osv-scanner.toml` config. Use when the team needs OSS-native SCA without commercial-license overhead, or wants a second-opinion DB pair with Snyk's commercial DB.
reachability-analyzer
Runs dead-dependency analysis across JS, Python, and Rust projects using ecosystem-native static tools (`depcheck`/`knip` for JS, `vulture` for Python, `cargo-machete` for Rust), then cross-references the unused-dependency list against SCA findings to downrank vulns in code that is never loaded. Use when SCA output (from `osv-scanner`, `snyk-test`, or `npm-pip-maven-audit`) is too noisy to triage and the team needs to separate unreachable CVEs from exploitable ones before sprint planning; sibling cve-exploitability-triage ranks by EPSS/KEV exploitation signal, not code reachability.
renovate-config
Reference for `renovate.json` - Mend Renovate dependency-update orchestrator (multi-platform: GitHub / GitLab / Bitbucket / Azure DevOps / Gitea); top-level keys (`extends` for preset references, `schedule`, `prConcurrentLimit`, `vulnerabilityAlerts`); `packageRules[]` array with `matchPackageNames` / `matchUpdateTypes` / `automerge` matching; `ignoreDeps`, `addLabels`, `automergeSchedule`. Use when authoring or reviewing Renovate configs in any repo platform Renovate supports.
secrets-rotation-runner
Build-an-X for the secret-rotation workflow after detection - detect via gitleaks/trufflehog/kingfisher → identify provider via verifier → rotate via provider API (AWS IAM / GitHub PAT / Stripe / GCP / Azure / Twilio / Slack / etc.) → invalidate old secret → audit log via observability stack → post-mortem cross-ref. Use when a secret is detected in code (or proactively for periodic rotation) - assume git-history scrub does NOT prevent compromise.
semgrep-rules
Configures and runs Semgrep - pattern-based SAST across 30+ languages with the Semgrep Registry rulesets (`p/owasp-top-ten`, `p/default`, `auto`) plus custom YAML rules; integrates `semgrep ci` for PR-blocking gates with `--baseline-commit` diff-aware scanning, per-finding inline `nosemgrep` suppressions, `--exclude` / `--include` path filters, output formats (`--json` / `--sarif` / `--gitlab-sast` / `--junit-xml`), and severity filter (INFO/WARNING/ERROR). Use when the user runs Semgrep, asks about pattern rules, or needs a low-friction SAST gate without semantic-DB setup.
snyk-test
Configures and runs Snyk, a commercial multi-mode scanner: snyk test for SCA (dependency scanning), snyk code test for SAST (code security scanning), snyk container test for container images, snyk iac test for IaC (infrastructure-as-code), snyk monitor for continuous new-vuln alerts; policy file .snyk for ignore + patch. Use when the team has a Snyk license and needs SCA (dependency scanning) or continuous vuln monitoring; for open-source scanning without a Snyk license, prefer osv-scanner.
sonarqube-rules
Configures and runs SonarQube / SonarCloud - multi-language SAST + Quality Gate platform with built-in Sonar Way rule profiles + custom rule plugins; integrates `sonar-scanner` with `sonar-project.properties` config; supports Quality Gate definitions including new-code-period blocking, branch + PR analysis, and per-issue suppression via `// NOSONAR` comment or `@SuppressWarnings("squid:RULE_ID")` annotation. Use when the user runs SonarQube Community / Developer / Enterprise edition or SonarCloud, or needs a multi-language SAST + code-quality platform with persistent issue tracking.
syft-generation
Generates, scans, and diffs Software Bills of Materials (SBOMs) with the Anchore stack - Syft generation from container images / directories / archives across OCI / Docker / Singularity formats (output CycloneDX-JSON / SPDX-JSON / Syft-JSON / table / GitHub-JSON, cosign attestation); the paired generate + scan workflow with Grype (`grype sbom:./sbom.json`, `--fail-on high`, `--only-fixed`, `.grype.yaml` ignore rules with mandatory `expires:`, EPSS/KEV prioritization); and SBOM-to-SBOM diffing via `cyclonedx diff --component-versions` to gate CI on net-new components and detect supply-chain drift between builds. Use when the team needs SBOM artifacts for compliance (US EO 14028, EU CRA, FDA medical-device guidance), SBOM-driven vulnerability scanning, or dependency-drift detection between releases.
trivy-image
Configures and runs Trivy for container image scanning: Aqua Security's all-in-one scanner combining vuln + secret + misconfiguration + license detection in one pass; `trivy image {image}` with --severity HIGH,CRITICAL filter; --format sarif/json (incl. scan-embedded CycloneDX; for standalone SBOM generation see syft-generation + sbom-formats); .trivyignore CVE suppression file; --ignore-unfixed for actionable filter; --scanners vuln/misconfig/license/secret toggle. Use when the team wants a single tool covering container image security across multiple dimensions, not for producing a standalone CycloneDX SBOM.
trufflehog-scanning
Configures and runs TruffleHog v3 - secret scanner with **live verification** (validates discovered secrets against provider APIs to confirm actual exposure vs entropy false positive); supports per-source subcommands (`git`, `github`, `gitlab`, `filesystem`, `s3`, `docker`, `gcs`, `postman`); `--results=verified` filter for high-precision output; `--exclude-detectors=TYPE` for noise reduction; exits 183 on findings via `--fail`. Use when the team needs verified secret findings (low false-positive rate) or scans across cloud + repo + container surfaces.
vex-author
Authors and validates OpenVEX documents - produces `not_affected`, `affected`, `fixed`, and `under_investigation` statements with justification codes using `vexctl create`; attaches VEX assertions to container images; outputs `.openvex.json` files consumed on a downstream VEX-filter / vulnerability-prioritization path. Use when a scanner flags a CVE that analysis confirms is not exploitable in your deployment, and a machine-readable `not_affected` assertion is needed to suppress false positives without discarding the finding from the audit trail.
zap-baseline
Configures and runs OWASP ZAP baseline scanning: `zap-baseline.py` Docker-packaged spider + passive scan suitable for CI gating; supports `-t target_url` + `-r html_report` + `-c config_file` rule customization (INFO/IGNORE/FAIL warnings) and Ajax spider via `-j` for JS-heavy SPAs; `zap-full-scan.py` active companion for staging. Covers authenticated scans end to end as a reference - ZAP Context, auth methods (form/JSON/script/browser), session management, verification strategy, OAuth/bearer injection, context XML export for `-n` - plus DAST cadence planning (PR-blocking passive baseline, nightly ZAP full + nuclei active layer, baseline-finding ratchet for legacy apps). Use when the user runs OWASP ZAP for pre-prod web app DAST, needs coverage of routes behind a login wall, or is designing a team's DAST rollout cadence.