Go unit testing with the stdlib `testing` package - `func TestXxx(t *testing.T)` convention, the table-driven idiom with `t.Run` subtests, `t.Parallel()`, benchmarks (`BenchmarkXxx` + benchstat), examples (`ExampleXxx`), native fuzzing (`FuzzXxx`, Go 1.18+), coverage (`-cover` / `-coverprofile` + threshold gating), build tags, `t.Helper()` / `t.Cleanup`, and `-race` CI. Includes framework choice (stdlib `testing` is the idiomatic default; Ginkgo BDD for Kubernetes-ecosystem projects via references) and test-authoring conventions (framework detection from go.sum + existing suite files, `_test.go` placement, `t.Errorf` vs `t.Fatalf`). References cover Ginkgo + Gomega and Go mocking (gomock, testify/mock). Use for any Go unit-test task: writing table-driven tests, benchmarks, fuzz targets, coverage gates, or CI wiring.

Umbrella for the synthetic test data generators beyond plain Faker - FactoryBot (Ruby factories with traits, associations, and build / create / build_stubbed strategies), Mimesis (fast type-hinted Python generator with the Schema/Field bulk pattern and 46 locales), and Bogus (.NET typed `Faker<T>` builders with `.RuleFor` / `StrictMode` / `UseSeed`). Picks the right generator by language and job, shows side-by-side equivalents of the same fixture across all four ecosystems, and carries each tool's full workflow in references/ (factory-bot.md, mimesis.md, bogus.md). faker-data stays the default for plain field values in Python / JS / Ruby; use this skill when the project needs typed factory orchestration, .NET fixtures, or a documented "which tool should I use" decision.

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.

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.

Wraps the vendor-generic payment-gateway sandbox pattern - test credentials, sandbox base URLs / environment switches, deterministic test-card matrices, and gateway-native webhook simulators - with per-gateway references for Adyen test mode, PayPal Sandbox, and Braintree sandbox. Use when testing code integrated with Adyen, PayPal, or Braintree; for Stripe use stripe-test-cards-and-webhooks (one-time payments) or stripe-subscription-billing-test-author (recurring billing).

Build-an-X workflow that authors the full payment-flow test suite in three phases: the refund matrix (full / partial / multiple-partials / over-refund / already-refunded, per-gateway APIs for Stripe, Adyen, PayPal, Braintree), the chargeback / dispute suite (Visa + Mastercard reason codes, evidence submission windows, won / lost / accepted dispositions), and webhook replay + recovery via gateway-native simulators (Stripe CLI trigger / resend, Adyen Customer Area resend, PayPal Webhook Simulator, Braintree sampleNotification). Driven by the state model in payment-flow-states-reference. Use when building refund, dispute, or payment-webhook-robustness coverage for a payment integration; for generic (non-payment) webhook receiver testing use webhook-delivery-tester in the qa-notifications plugin.

Use when the user asks for Sales Onboarding from supplied source materials. Trigger language: sales onboarding; sales onboarding program; new sales rep ramp. Produce a grounded interactive digital-human course learners can interrupt with voice questions. Do not invent unsupported facts or claim external certification, competence, or real-world completion. With explicit approval, this Skill may install or update the official PersonWise CLI and uses browser OAuth. Other course-creation requests are handled only when the user explicitly asks for them with this Skill.