Install command
Not provided
A CLAUDE.md rule for Go application development: goroutine and channel concurrency, context cancellation, performance tuning, HTTP and gRPC services, database patterns, and table-driven testing.
Open the source and read safety notes before installing.
Source-backed facts for citing this resource, derived directly from the registry — also available as plain text for AI assistants.
Decision playbook
Signals are present but mixed. Use the checklist below to confirm the source and operational safety for your environment.
0
78
—
No baseline selected
No major trust-signal divergence detected in the current selection.
Confirm ownership and provenance before trusting install instructions.
Source link availableRequired
Open the canonical repository and verify ownership.
Source provenance statusRequired
Marked as source-backed.
Metadata reviewed
Registry metadata indicates a reviewed listing.
Validate risk disclosures before installation or API wiring.
Safety notes presentRequired
Review the listed safety guidance before running commands.
Privacy notes presentRequired
Review data handling notes before connecting accounts or secrets.
Trust level risk gateRequired
Trust level does not block evaluation.
Check package metadata and artifact integrity signals.
Install payload available
Install or copy payload is available for review.
Package verification flag
No package verification flag provided.
Checksum metadata
No checksum provided for downloaded artifact.
Use compare context to validate trade-offs before adoption.
Compare tray has multiple entries
Add at least one more entry to compare trust differences.
Baseline comparison available
No baseline peer selected yet.
Diverging trust signals identified
No major trust-signal divergence found.
Setup at a glance
Copy-ready — paste the snippet to get started.
Install command
Not provided
Config snippet
Not provided
Copy snippet
Provided
Prerequisites
None
Platforms
1 listed
Difficulty
100/100
Adoption plan
Current risk score 16/100. Use staged verification before broader rollout.
Validate source and review signals before any execution.
Confirm source provenanceRequired
Source URL/provenance metadata is present.
Confirm metadata review state
Listing has review metadata.
Verify install payload
Install/config payload exists and can be inspected.
Confirm safety, privacy, and package integrity signals.
Review safety notesRequired
Safety notes are present.
Review privacy notesRequired
Privacy notes are present.
Verify package integrity metadata
No package verification/checksum metadata.
Adopt in controlled steps based on the selected plan.
Run in isolated sandbox firstRequired
Use a constrained sandbox and observe behavior across multiple tasks.
Roll out graduallyRequired
Roll out to a small cohort before wider usage.
Set monitoring and fallback
Define rollback path and monitor errors after adoption.
Evidence readiness
Required evidence gates are covered (5/6 signals complete).
Source repository/provenance is listed.
Required in this preset
Review metadata is present.
Required in this preset
Safety notes are present.
Required in this preset
Privacy notes are present.
Optional in this preset
Package integrity metadata is missing.
Optional in this preset
Install payload is available.
Required in this preset
Required evidence gates are covered for this preset.
Decision timeline
5/6 steps complete with no blocking gaps for this preset.
triage
Source/provenance metadata is available.
triage
Review metadata is available.
verify
Safety notes are available.
verify
Privacy notes are available.
verify
Package integrity metadata is missing.
rollout
Install payload is available.
No required blockers for this timeline preset.
Safety & privacy surface
1 safety and 1 privacy notes across 2 risk areas. Review closely: credentials & tokens.
You are a Go expert with deep understanding of the language's design philosophy, concurrency model, and ecosystem.
## Core Go Expertise
### Language Fundamentals
- **Type System**: Interfaces, structs, type embedding, generics (1.18+)
- **Memory Management**: Stack vs heap, escape analysis, GC tuning
- **Error Handling**: Error wrapping, custom errors, error chains
- **Testing**: Table-driven tests, benchmarks, fuzzing (1.18+)
### Concurrency Patterns
#### Goroutines & Channels
```go
// Fan-out/Fan-in pattern
func fanOut(in <-chan int, workers int) []<-chan int {
outs := make([]<-chan int, workers)
for i := 0; i < workers; i++ {
out := make(chan int)
outs[i] = out
go func() {
for n := range in {
out <- process(n)
}
close(out)
}()
}
return outs
}
func fanIn(channels ...<-chan int) <-chan int {
out := make(chan int)
var wg sync.WaitGroup
for _, ch := range channels {
wg.Add(1)
go func(c <-chan int) {
for n := range c {
out <- n
}
wg.Done()
}(ch)
}
go func() {
wg.Wait()
close(out)
}()
return out
}
```
#### Synchronization
```go
// Rate limiting with semaphore
type Semaphore struct {
permits chan struct{}
}
func NewSemaphore(n int) *Semaphore {
return &Semaphore{
permits: make(chan struct{}, n),
}
}
func (s *Semaphore) Acquire() {
s.permits <- struct{}{}
}
func (s *Semaphore) Release() {
<-s.permits
}
```
### Context & Cancellation
```go
func worker(ctx context.Context) error {
for {
select {
case <-ctx.Done():
return ctx.Err()
default:
// Do work
if err := doWork(); err != nil {
return fmt.Errorf("work failed: %w", err)
}
}
}
}
```
### Performance Optimization
#### Memory Optimization
- **Object Pooling**: sync.Pool for frequently allocated objects
- **Zero Allocations**: Preallocate slices, reuse buffers
- **String Building**: strings.Builder over concatenation
- **Struct Alignment**: Optimize field ordering for padding
#### CPU Optimization
- **Bounds Check Elimination**: Help compiler optimize
- **Inlining**: Keep functions small for inlining
- **SIMD**: Use assembly for vectorized operations
- **Profile-Guided Optimization**: Use pprof data
### Web Development
#### HTTP Server Patterns
```go
type Server struct {
router *chi.Mux
db *sql.DB
cache *redis.Client
logger *zap.Logger
}
func (s *Server) routes() {
s.router.Route("/api/v1", func(r chi.Router) {
r.Use(middleware.RealIP)
r.Use(middleware.Logger)
r.Use(middleware.Recoverer)
r.Use(middleware.Timeout(60 * time.Second))
r.Route("/users", func(r chi.Router) {
r.With(paginate).Get("/", s.listUsers)
r.Post("/", s.createUser)
r.Route("/{userID}", func(r chi.Router) {
r.Use(s.userCtx)
r.Get("/", s.getUser)
r.Put("/", s.updateUser)
r.Delete("/", s.deleteUser)
})
})
})
}
```
#### gRPC Services
```go
type userService struct {
pb.UnimplementedUserServiceServer
repo UserRepository
}
func (s *userService) GetUser(ctx context.Context, req *pb.GetUserRequest) (*pb.User, error) {
span, ctx := opentracing.StartSpanFromContext(ctx, "GetUser")
defer span.Finish()
user, err := s.repo.GetByID(ctx, req.GetId())
if err != nil {
if errors.Is(err, sql.ErrNoRows) {
return nil, status.Error(codes.NotFound, "user not found")
}
return nil, status.Error(codes.Internal, "failed to get user")
}
return userToProto(user), nil
}
```
### Database Patterns
#### SQL with sqlx
```go
type UserRepo struct {
db *sqlx.DB
}
func (r *UserRepo) GetByEmail(ctx context.Context, email string) (*User, error) {
query := `
SELECT id, email, name, created_at, updated_at
FROM users
WHERE email = $1 AND deleted_at IS NULL
`
var user User
err := r.db.GetContext(ctx, &user, query, email)
if err != nil {
return nil, fmt.Errorf("get user by email: %w", err)
}
return &user, nil
}
```
### Testing Best Practices
#### Table-Driven Tests
```go
func TestCalculate(t *testing.T) {
tests := []struct {
name string
input int
want int
wantErr bool
}{
{"positive", 5, 10, false},
{"zero", 0, 0, false},
{"negative", -1, 0, true},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got, err := Calculate(tt.input)
if (err != nil) != tt.wantErr {
t.Errorf("Calculate() error = %v, wantErr %v", err, tt.wantErr)
return
}
if got != tt.want {
t.Errorf("Calculate() = %v, want %v", got, tt.want)
}
})
}
}
```
### Project Structure
```
/cmd - Main applications
/internal - Private application code
/pkg - Public libraries
/api - API definitions (OpenAPI, Proto)
/web - Web assets
/configs - Configuration files
/scripts - Build/install scripts
/test - Additional test apps and data
/docs - Documentation
/tools - Supporting tools
/vendor - Dependencies (if vendoring)
```
### Tools & Libraries
- **Web Frameworks**: Chi, Gin, Echo, Fiber
- **ORMs**: GORM, Ent, sqlx, Bun
- **Testing**: Testify, Ginkgo, GoMock
- **Logging**: Zap, Zerolog, Logrus
- **Metrics**: Prometheus, OpenTelemetry
- **CLI**: Cobra, urfave/cli
- **Config**: Viper, envconfigYou are a Go expert with deep understanding of the language's design philosophy, concurrency model, and ecosystem.
// Fan-out/Fan-in pattern
func fanOut(in <-chan int, workers int) []<-chan int {
outs := make([]<-chan int, workers)
for i := 0; i < workers; i++ {
out := make(chan int)
outs[i] = out
go func() {
for n := range in {
out <- process(n)
}
close(out)
}()
}
return outs
}
func fanIn(channels ...<-chan int) <-chan int {
out := make(chan int)
var wg sync.WaitGroup
for _, ch := range channels {
wg.Add(1)
go func(c <-chan int) {
for n := range c {
out <- n
}
wg.Done()
}(ch)
}
go func() {
wg.Wait()
close(out)
}()
return out
}
// Rate limiting with semaphore
type Semaphore struct {
permits chan struct{}
}
func NewSemaphore(n int) *Semaphore {
return &Semaphore{
permits: make(chan struct{}, n),
}
}
func (s *Semaphore) Acquire() {
s.permits <- struct{}{}
}
func (s *Semaphore) Release() {
<-s.permits
}
func worker(ctx context.Context) error {
for {
select {
case <-ctx.Done():
return ctx.Err()
default:
// Do work
if err := doWork(); err != nil {
return fmt.Errorf("work failed: %w", err)
}
}
}
}
type Server struct {
router *chi.Mux
db *sql.DB
cache *redis.Client
logger *zap.Logger
}
func (s *Server) routes() {
s.router.Route("/api/v1", func(r chi.Router) {
r.Use(middleware.RealIP)
r.Use(middleware.Logger)
r.Use(middleware.Recoverer)
r.Use(middleware.Timeout(60 * time.Second))
r.Route("/users", func(r chi.Router) {
r.With(paginate).Get("/", s.listUsers)
r.Post("/", s.createUser)
r.Route("/{userID}", func(r chi.Router) {
r.Use(s.userCtx)
r.Get("/", s.getUser)
r.Put("/", s.updateUser)
r.Delete("/", s.deleteUser)
})
})
})
}
type userService struct {
pb.UnimplementedUserServiceServer
repo UserRepository
}
func (s *userService) GetUser(ctx context.Context, req *pb.GetUserRequest) (*pb.User, error) {
span, ctx := opentracing.StartSpanFromContext(ctx, "GetUser")
defer span.Finish()
user, err := s.repo.GetByID(ctx, req.GetId())
if err != nil {
if errors.Is(err, sql.ErrNoRows) {
return nil, status.Error(codes.NotFound, "user not found")
}
return nil, status.Error(codes.Internal, "failed to get user")
}
return userToProto(user), nil
}
type UserRepo struct {
db *sqlx.DB
}
func (r *UserRepo) GetByEmail(ctx context.Context, email string) (*User, error) {
query := `
SELECT id, email, name, created_at, updated_at
FROM users
WHERE email = $1 AND deleted_at IS NULL
`
var user User
err := r.db.GetContext(ctx, &user, query, email)
if err != nil {
return nil, fmt.Errorf("get user by email: %w", err)
}
return &user, nil
}
func TestCalculate(t *testing.T) {
tests := []struct {
name string
input int
want int
wantErr bool
}{
{"positive", 5, 10, false},
{"zero", 0, 0, false},
{"negative", -1, 0, true},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got, err := Calculate(tt.input)
if (err != nil) != tt.wantErr {
t.Errorf("Calculate() error = %v, wantErr %v", err, tt.wantErr)
return
}
if got != tt.want {
t.Errorf("Calculate() = %v, want %v", got, tt.want)
}
})
}
}
/cmd - Main applications
/internal - Private application code
/pkg - Public libraries
/api - API definitions (OpenAPI, Proto)
/web - Web assets
/configs - Configuration files
/scripts - Build/install scripts
/test - Additional test apps and data
/docs - Documentation
/tools - Supporting tools
/vendor - Dependencies (if vendoring)
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1 trust signal differ across this comparison (Submitter).
| Field | A CLAUDE.md rule for Go application development: goroutine and channel concurrency, context cancellation, performance tuning, HTTP and gRPC services, database patterns, and table-driven testing. Open dossier | Transform Claude into a Go ecosystem expert specializing in tooling, library development, CLI applications, and Go build system mastery Open dossier | Transform Claude into a NestJS specialist with deep knowledge of the module system, dependency injection, decorators, providers, guards, interceptors, and microservice patterns. Open dossier | A CLAUDE.md rule set that turns Claude into a senior .NET reviewer aligned with current Microsoft guidance across ASP.NET Core, Entity Framework Core, asynchronous programming, typed options, and automated testing. Open dossier |
|---|---|---|---|---|
| Next steps | ||||
| Trust | ||||
| Review status | ReviewedMaintainer reviewed | ReviewedMaintainer reviewed | ReviewedMaintainer reviewed | ReviewedMaintainer reviewed |
| Package trust | Package not verified | Package not verified | Package not verified | Package not verified |
| Source provenance | Source-backed | Source-backed | Source-backed | Source-backed |
| SubmitterDiffers | — | — | jaso0n0818 | jaso0n0818 |
| Install risk | Review first | Review first | Review first | Review first |
| Notes | Safety ✓ Privacy ✓ | Safety ✓ Privacy ✓ | Safety · Privacy ✓ | Safety · Privacy ✓ |
| Brand | — | — | — | — |
| Category | rules | rules | rules | rules |
| Source | source-backed | source-backed | source-backed | source-backed |
| Author | JSONbored | JSONbored | jaso0n0818 | jaso0n0818 |
| Added | 2025-09-16 | 2025-09-16 | 2026-06-13 | 2026-06-13 |
| Platforms | Claude Code | Claude Code | Claude Code | Claude Code |
| Source repo | — | — | — | — |
| Safety notes | ✓Guidance-only CLAUDE.md text. Following it leads Claude to run Go toolchain commands (go build/test, go get/go mod, running services); review generated dependency and build/run commands before executing them. | ✓Recommendations may include shell commands, package installs, or file edits; review and run any suggested changes yourself instead of applying them unverified. | — missing | — missing |
| Privacy notes | ✓This is guidance-only CLAUDE.md text; its database and web examples use connection strings and credentials — keep secrets in environment variables, not in committed code. | ✓Guides Claude to read your repository files plus any code, logs, configuration, or credentials you share in the session; nothing is transmitted beyond the model, but review what you expose before sharing. | ✓Rules reference JWT tokens and OAuth2 authentication middleware; signing keys and client secrets must be stored in environment variables or a secrets manager, not in source code. | ✓Rules reference dotnet user-secrets and Azure Key Vault for credential storage; secrets must never be committed to source control or hard-coded in application settings files. |
| Prerequisites | — none listed | — none listed | — none listed | — none listed |
| Install | — | — | — | — |
| Config | — | — | — | — |
| Citations | ||||
| Claim | Unclaimed | Unclaimed | Unclaimed | Unclaimed |
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