golang-mastery-skill
Principal/Senior-level Go (Golang) playbook for architecture, idiomatic code, concurrency, testing, performance, reliability, security, observability, and production readiness. Use when: designing services/APIs/CLIs, doing large refactors, running code reviews, debugging races/leaks, tuning performance, hardening security, and shipping to production.
What this skill does
# Golang Mastery (Senior → Principal)
## Operate
- Start by confirming: goal, scope, constraints (Go version, platform, deps), non-functional requirements (latency/throughput/SLO), and “done”.
- Prefer small, end-to-end changes with tests; keep diffs easy to review (unless the user asks otherwise).
- Stdlib-first and “boring” solutions by default; add dependencies only when constraints justify them.
- Explain tradeoffs briefly; keep output actionable (commands, file paths, checklists).
> The goal is not “it works locally”, but “it survives production”: clear boundaries, observable behavior, secure defaults, and low ops cost.
## Default Go Standards
- Keep packages cohesive; avoid “util” grab-bags; name packages by responsibility, not type.
- Export only what must be used externally; keep APIs minimal and stable.
- Use `context.Context` for cancellation/timeouts at boundaries; pass `ctx` as first arg.
- Return errors, do not log-and-return the same error; wrap with `%w` for context.
- Avoid global state; prefer dependency injection via constructors and interfaces.
- Avoid premature interfaces; introduce interfaces at the consumer boundary.
- Concurrency: avoid shared mutable state; prefer channels for coordination, mutexes for invariants; always handle cancellation and shutdown.
## “Bad vs Good” (common production pitfalls)
```go
// ❌ BAD: log-and-return (double logging), no useful context
if err != nil {
slog.Error("create user failed", "err", err)
return err
}
// ✅ GOOD: log once at the boundary; wrap error with context
if err != nil {
return fmt.Errorf("create user: %w", err)
}
```
## Workflow (Feature / Refactor / Bug)
1. Reproduce or specify behavior (tests first if feasible).
2. Sketch design: public API, package boundaries, data shapes, failure modes, concurrency model.
3. Implement smallest slice end-to-end.
4. Add/adjust tests and benchmarks (when performance-sensitive).
5. Validate: formatting, vet, tests, race (when relevant).
6. Review for production readiness: config, logging, metrics, timeouts, retries, shutdown.
## Validation Commands
- Run `gofmt -w (go list -f '{{.Dir}}' ./...)` (PowerShell: `gofmt -w @(go list -f '{{.Dir}}' ./...)`) and ensure no diffs remain.
- Run `go test ./...`.
- Run `go test -race ./...` for concurrent code or servers (where supported).
- Run `go test -run TestName -count=1 ./path` to avoid cached results when debugging.
- Run `go test -bench . -benchmem ./...` for hotspots.
- If available, run `golangci-lint run` (or `golangci-lint run --fast-only` during local iteration).
- If available, run `govulncheck ./...` (or `govulncheck -test ./...`) before release.
If you want PowerShell entrypoints:
- sanity: `scripts/go_sanity.ps1`
- security/vuln: `scripts/go_security.ps1`
## Project Structure & Dependencies
See [references/project-structure.md](references/project-structure.md) for pragmatic layouts by project size, dependency direction guidance, and package naming heuristics.
## Tooling (Up-to-date defaults)
See [references/tooling.md](references/tooling.md) for a safe baseline linter set, handling false positives, and configuration patterns.
## Advanced Topics (Production)
Use these when the project demands “senior+” rigor (many sections include ❌/✅ patterns):
- Arsitektur & boundaries: [references/architecture.md](references/architecture.md)
- Principal playbook (casebook + decision tree): [references/principal-playbook.md](references/principal-playbook.md)
- Coding standards (review-required): [references/coding-standards.md](references/coding-standards.md)
- Anti-patterns & bug traps: [references/anti-patterns.md](references/anti-patterns.md)
- Concurrency (race/leak/backpressure): [references/concurrency.md](references/concurrency.md)
- Errors & taxonomy: [references/errors.md](references/errors.md)
- HTTP API & status codes: [references/http-api.md](references/http-api.md)
- gRPC (contracts, deadlines, streaming, retries): [references/grpc.md](references/grpc.md)
- Frameworks (Gin/Fiber/Beego): [references/frameworks.md](references/frameworks.md)
- Database & queries: [references/database.md](references/database.md)
- Migrations and rollbacks (deploy-safe schema change): [references/migrations-and-rollbacks.md](references/migrations-and-rollbacks.md)
- Query engineering (Postgres/SQLC): [references/query-engineering.md](references/query-engineering.md)
- Auth (sessions/JWT/OAuth2): [references/auth.md](references/auth.md)
- Multi-tenant systems (isolation, quotas, blast radius): [references/multi-tenant-systems.md](references/multi-tenant-systems.md)
- Outbound HTTP & SSRF hardening: [references/outbound-http.md](references/outbound-http.md)
- Idempotency & outbox: [references/idempotency-outbox.md](references/idempotency-outbox.md)
- Security: [references/security.md](references/security.md)
- Reliability (timeouts, retries, backpressure): [references/reliability.md](references/reliability.md)
- Observability (OTel, correlation): [references/observability.md](references/observability.md)
- Incident runbooks (triage, rollback, blast-radius control): [references/incident-runbooks.md](references/incident-runbooks.md)
- Log/trace correlation: [references/log-correlation.md](references/log-correlation.md)
- OTel bootstrap: [references/otel-bootstrap.md](references/otel-bootstrap.md)
- Performance (pprof/trace/allocs): [references/performance.md](references/performance.md)
- Testing advanced: [references/testing-advanced.md](references/testing-advanced.md)
- Distributed systems: [references/distributed-systems.md](references/distributed-systems.md)
- Examples (real-world skeleton): [references/examples.md](references/examples.md)
- Patterns (DI/options/circuit-breaker): [references/patterns.md](references/patterns.md)
- Snippets (copy/paste-safe): [references/snippets.md](references/snippets.md)
## Service/HTTP Defaults
- Set timeouts: server `ReadHeaderTimeout`, client `Timeout`/transport timeouts; avoid unbounded requests.
- Always implement graceful shutdown: close listeners, stop accepting, drain, cancel contexts, waitgroups.
- Prefer structured logs; include request IDs; avoid logging secrets/PII.
- Add health endpoints (`/healthz`, `/readyz`) and basic metrics hooks.
## Docker & Release Defaults
See [references/docker.md](references/docker.md) for secure, reproducible Docker patterns (multi-stage builds, non-root, no `latest`, health checks).
## Data & Persistence Defaults
- Validate inputs at the boundary; normalize early.
- Make error taxonomy explicit (not found, conflict, invalid, unavailable).
- Prefer migrations and explicit schemas; keep transactional boundaries clear.
- Keep domain logic independent of transport (HTTP/GRPC/CLI) where feasible.
## Debugging & Performance
- Use `pprof` and benchmarks for performance claims; measure before/after.
- Watch allocations; prefer `strings.Builder`, `bytes.Buffer`, preallocation when proven necessary.
- Avoid reflection-heavy paths in hot loops unless unavoidable.
## Security Checklist (Minimum)
- Validate and bound untrusted input (size, depth, time).
- Use `crypto/rand` for security tokens; never roll your own crypto.
- Store secrets in env/secret managers; never log secrets.
- Prefer least privilege and explicit allowlists for network/file operations.
## Library Selection (Practical)
See [references/libraries.md](references/libraries.md) for a conservative shortlist (stdlib-first) plus config/env decoding examples.
## Code Review Checklist
See [references/checklists.md](references/checklists.md) and [references/code-review.md](references/code-review.md) for PR checklists (API, concurrency, testing, ops).
## Snippets
See [references/snippets.md](references/snippets.md) for copy/paste-safe patterns (graceful shutdown, context plumbing, worker pools).
## Scripts
- `scripts/go_sanity.ps1` - runs `gofmt`, `go test`, `go vet`, optional `-race`, and `golangci-lint` if installed.
- `scripts/go_security.ps1` - rRelated in Security
mac-ops
IncludedComprehensive macOS workstation operations — diagnose kernel panics, identify failing drives, audit launchd startup items, decode wake reasons, triage TCC permission denials, manage APFS snapshots, recover from no-boot. Use for: Mac is slow, slow bootup, won't boot, kernel panic, kernel_task hot, mds_stores CPU, photoanalysisd, cloudd, login loop, gray screen, sleep wake failure, drive failing, IO errors, APFS snapshots eating space, Time Machine local snapshots, Spotlight indexing, launchd, LaunchAgent, LaunchDaemon, login items, TCC permissions, Full Disk Access, Screen Recording denied, Gatekeeper, quarantine, com.apple.quarantine, app is damaged, helper tool, /Library/PrivilegedHelperTools, pmset, wake reasons, dark wake, sysdiagnose, panic.ips, DiagnosticReports, configuration profile, MDM profile, remote diagnostics over SSH.
a11y-audit
IncludedRun accessibility audits on web projects combining automated scanning (axe-core, Lighthouse) with WCAG 2.1 AA compliance mapping, manual check guidance, and structured reporting. Output is configurable: markdown report only, markdown plus machine-readable JSON, or markdown plus issue tracker integration. Use this skill whenever the user mentions "accessibility audit", "a11y audit", "WCAG audit", "accessibility check", "compliance scan", or asks to check a web project for accessibility issues. Also trigger when the user wants to verify WCAG conformance or map findings to a specific standard (CAN-ASC-6.2, EN 301 549, ADA/AODA).
erpclaw
IncludedAI-native ERP system with self-extending OS. Full accounting, invoicing, inventory, purchasing, tax, billing, HR, payroll, advanced accounting (ASC 606/842, intercompany, consolidation), and financial reporting. 413 actions across 14 domains, 43 expansion modules. Constitutional guardrails, adversarial audit, schema migration. Double-entry GL, immutable audit trail, US GAAP.
assess
IncludedAssesses and rates quality 0-10 across multiple dimensions (correctness, maintainability, security, performance, testability, simplicity) with pros/cons analysis. Compares against project conventions and prior decisions from memory. Produces structured evaluation reports with actionable improvement suggestions. Use when evaluating code, designs, architectures, or comparing alternative approaches.
spring-boot-security-jwt
IncludedProvides JWT authentication and authorization patterns for Spring Boot 3.5.x covering token generation with JJWT, Bearer/cookie authentication, database/OAuth2 integration, and RBAC/permission-based access control using Spring Security 6.x. Use when implementing authentication or authorization in Spring Boot applications.
code-hardcode-audit
IncludedDetect hardcoded values, magic numbers, and leaked secrets. TRIGGERS - hardcode audit, magic numbers, PLR2004, secret scanning.