feat: initial Go patterns guide from stdlib + Kubernetes source study

9 pattern files covering stdlib (structs, interfaces, API conventions, docs, style),
Kubernetes (controller/reconciler, informer/cache, leader election, code generation),
comparison (stdlib vs K8s approaches), and anti-patterns.

All patterns cite exact source files and line numbers.
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# Documentation Patterns in the Go Standard Library
## 1. Package Documentation (doc.go or Package Comment)
**Pattern name:** Package Doc Comment
**Source citation:** `net/http/doc.go` lines 630, `os/file.go` lines 543, `log/slog/doc.go` lines 630
**What it does:** The first file in a package (by convention `doc.go`, or the main
source file) starts with a `// Package xxx ...` comment that explains the package's
purpose, key types, and typical usage patterns.
**Why:** This is the first thing users see in `go doc <pkg>` and on pkg.go.dev. It
sets context, teaches the mental model, and provides copy-paste examples.
**Anti-pattern:** No package comment; package comment that just restates the package
name ("Package http provides http"); putting documentation in README instead of code.
**Code examples from source:**
```go
// net/http/doc.go:6-12
/*
Package http provides HTTP client and server implementations.
[Get], [Head], [Post], and [PostForm] make HTTP (or HTTPS) requests:
resp, err := http.Get("http://example.com/")
...
*/
```
```go
// os/file.go:5-43
// Package os provides a platform-independent interface to operating system
// functionality. The design is Unix-like, although the error handling is
// Go-like; failing calls return values of type error rather than error numbers.
// Often, more information is available within the error. For example,
// if a call that takes a file name fails, such as [Open] or [Stat], the error
// will include the failing file name when printed and will be of type
// [*PathError], which may be unpacked for more information.
```
```go
// log/slog/doc.go:6-10
/*
Package slog provides structured logging,
in which log records include a message,
a severity level, and various other attributes
expressed as key-value pairs.
*/
```
---
## 2. Section Headers in Package Docs
**Pattern name:** `# Heading` in Doc Comments
**Source citation:** `os/file.go` lines 3743, `net/http/doc.go` (multiple sections)
**What it does:** Uses `# Section Name` within the package doc comment to organize
long documentation into navigable sections.
**Why:** Large packages need structure. Section headers render as links in pkg.go.dev
and provide a scannable table of contents.
**Anti-pattern:** Wall-of-text package docs; using `===` or `---` (not recognized);
too many sections (fragmenting simple docs).
**Code example from source:**
```go
// os/file.go:37
// # Concurrency
//
// The methods of [File] correspond to file system operations. All are
// safe for concurrent use.
```
---
## 3. Type/Function Comment Convention
**Pattern name:** `// TypeName verb...` or `// FuncName verb...`
**Source citation:** `net/http/server.go` lines 6482 (Handler), `bufio/scan.go` lines 1427 (Scanner)
**What it does:** Every exported identifier's doc comment starts with the identifier
name, followed by a verb phrase describing what it does or represents.
**Why:** `go doc` extracts the first sentence as a summary. Starting with the name
ensures it reads correctly in both isolation (summary lists) and full context.
This is enforced by convention and checked by linters.
**Anti-pattern:** Starting with "This function..." or "The Foo type..."; starting
with articles ("A Handler is...") for functions (acceptable for types); omitting
the comment entirely.
**Code examples from source:**
```go
// net/http/server.go:64
// A Handler responds to an HTTP request.
// bufio/scan.go:14-17
// Scanner provides a convenient interface for reading data such as
// a file of newline-delimited lines of text.
// net/http/request.go:867
// NewRequest wraps NewRequestWithContext using context.Background.
// os/file.go:389-390
// Open opens the named file for reading.
// regexp/regexp.go:310-312
// MustCompile is like [Compile] but panics if the expression cannot be parsed.
// It simplifies safe initialization of global variables holding compiled regular
// expressions.
```
---
## 4. Doc Links (Square Bracket References)
**Pattern name:** `[TypeName]`, `[Package.Symbol]`, `[Method]` Links
**Source citation:** `net/http/server.go` lines 6570, `os/file.go` line 9
**What it does:** Doc comments use `[SymbolName]` to create hyperlinks to other
identifiers. These render as clickable links on pkg.go.dev.
**Why:** Cross-references help users navigate the API. Links are concise and
don't clutter the plain-text rendering.
**Anti-pattern:** Using full URLs to godoc pages; not linking related types;
over-linking (every mention of every type).
**Code examples from source:**
```go
// net/http/server.go:65-70
// [Handler.ServeHTTP] should write reply headers and data to the [ResponseWriter]
// and then return. Returning signals that the request is finished; it
// is not valid to use the [ResponseWriter] or read from the
// [Request.Body] after or concurrently with the completion of the
// ServeHTTP call.
// os/file.go:9-11
// if a call that takes a file name fails, such as [Open] or [Stat], the error
// will include the failing file name when printed and will be of type
// [*PathError], which may be unpacked for more information.
```
---
## 5. Example Test Functions
**Pattern name:** `func ExampleXxx()` / `func ExampleType_Method()`
**Source citation:** `regexp/example_test.go` lines 1328, `net/http/example_handle_test.go` lines 1631
**What it does:** Functions named `Example`, `ExampleXxx`, or `ExampleType_Method`
in `_test.go` files serve as both executable tests and documentation. They include
an `// Output:` comment that `go test` verifies.
**Why:** Examples that compile, run, and are verified can never go stale. They appear
in `go doc` and pkg.go.dev alongside the relevant symbol. They teach by showing
real, working code.
**Anti-pattern:** Examples that don't compile; examples without Output comments
(not verified); examples in README that drift from reality.
**Code examples from source:**
```go
// regexp/example_test.go:13-28
func Example() {
// Compile the expression once, usually at init time.
// Use raw strings to avoid having to quote the backslashes.
var validID = regexp.MustCompile(`^[a-z]+\[[0-9]+\]$`)
fmt.Println(validID.MatchString("adam[23]"))
fmt.Println(validID.MatchString("eve[7]"))
fmt.Println(validID.MatchString("Job[48]"))
fmt.Println(validID.MatchString("snakey"))
// Output:
// true
// true
// false
// false
}
```
```go
// net/http/example_handle_test.go:16-31
type countHandler struct {
mu sync.Mutex // guards n
n int
}
func (h *countHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) {
h.mu.Lock()
defer h.mu.Unlock()
h.n++
fmt.Fprintf(w, "count is %d\n", h.n)
}
func ExampleHandle() {
http.Handle("/count", new(countHandler))
log.Fatal(http.ListenAndServe(":8080", nil))
}
```
---
## 6. Inline Code Examples in Doc Comments
**Pattern name:** Indented Code Blocks in Comments
**Source citation:** `os/file.go` lines 1735, `time/time.go` lines 928933
**What it does:** Doc comments include indented code snippets (4 spaces) that render
as preformatted code blocks in godoc.
**Why:** Shows typical usage patterns directly in the doc comment without requiring
a separate Example test function. Good for short, illustrative snippets.
**Anti-pattern:** Non-indented code that doesn't render as code; examples too long
for inline (use Example functions instead); examples that reference unexported symbols.
**Code examples from source:**
```go
// os/file.go:17-21
// Here is a simple example, opening a file and reading some of it.
//
// file, err := os.Open("file.go") // For read access.
// if err != nil {
// log.Fatal(err)
// }
// time/time.go:928-933
// To count the number of units in a [Duration], divide:
//
// second := time.Second
// fmt.Print(int64(second/time.Millisecond)) // prints 1000
//
// To convert an integer number of units to a Duration, multiply:
//
// seconds := 10
// fmt.Print(time.Duration(seconds)*time.Second) // prints 10s
```
---
## 7. Deprecated Annotations
**Pattern name:** `// Deprecated: ...` in Doc Comments
**Source citation:** `net/http/server.go` line 57 (ErrWriteAfterFlush), `os/file.go` lines 9395
**What it does:** A paragraph starting with `Deprecated:` marks an identifier as
deprecated and explains what to use instead.
**Why:** Recognized by tooling (go vet, staticcheck, IDEs). Provides a migration
path without breaking backward compatibility.
**Anti-pattern:** Removing deprecated APIs (breaks semver); deprecating without
suggesting an alternative; using non-standard deprecation markers.
**Code example from source:**
```go
// net/http/server.go:55-57
// Deprecated: ErrWriteAfterFlush is no longer returned by
// anything in the net/http package. Callers should not
// compare errors against this variable.
ErrWriteAfterFlush = errors.New("unused")
```
---
## 8. Error Documentation Convention
**Pattern name:** "If there is an error, it will be of type [*XxxError]"
**Source citation:** `os/file.go` lines 388, 406
**What it does:** Functions document the concrete error type they return, enabling
callers to type-assert for additional context.
**Why:** Go's error handling relies on type assertions and `errors.Is/As`. Knowing
the concrete type lets callers extract structured information (path, operation,
underlying cause).
**Anti-pattern:** Returning opaque errors with no documented structure; returning
different error types from the same function without documenting which.
**Code example from source:**
```go
// os/file.go:388-390
// Open opens the named file for reading. If successful, methods on
// the returned file can be used for reading; the associated file
// descriptor has mode [O_RDONLY].
// If there is an error, it will be of type [*PathError].
func Open(name string) (*File, error) {
```
---
## 9. Concurrency Documentation
**Pattern name:** "Safe for concurrent use" / Concurrency Guarantees
**Source citation:** `net/http/transport.go` lines 7980, `os/types.go` line 17, `regexp/regexp.go` lines 7779
**What it does:** Doc comments explicitly state the concurrency safety of a type
or note exceptions where concurrent use is not safe.
**Why:** Go programs are inherently concurrent. Without explicit documentation,
users must guess whether a type needs external synchronization.
**Anti-pattern:** Leaving concurrency safety undocumented; documenting it
inconsistently across methods; saying "thread-safe" (Java-ism, use "safe for
concurrent use by multiple goroutines").
**Code examples from source:**
```go
// net/http/transport.go:79-80
// Transports should be reused instead of created as needed.
// Transports are safe for concurrent use by multiple goroutines.
// os/types.go:17
// The methods of File are safe for concurrent use.
// regexp/regexp.go:77-79
// A Regexp is safe for concurrent use by multiple goroutines,
// except for configuration methods, such as [Regexp.Longest].
```