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Golang Safety

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samber
golang-safety

Defensive Golang coding against accidental bugs — nil panics, typed-nil interfaces, `append` backing-array aliasing, silent int64-to-int32 truncation, float `==` comparison, `defer` inside loops, defensive copies of slices and maps, and usable zero values. Use when a Go program panics on a nil map write or nil pointer dereference, when reviewing code for nil-safety, numeric conversion overflow, or resource lifecycle, or when designing a type whose zero value must be safe. Not for designing concurrent access with goroutines, channels, or sync primitives (→ See `samber/cc-skills-golang@golang-concurrency` skill), not for exploitable vulnerabilities such as injection, weak crypto, or leaked secrets (→ See `samber/cc-skills-golang@golang-security` skill), and not for debugging an already-failing program (→ See `samber/cc-skills-golang@golang-troubleshooting` skill).

Overview

Publishersamber
Repositorycc-skills-golang
Skill namegolang-safety
Stars
3.3K
Forks
213
Bundled files
3
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 3 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by samber on GitHub. Read the source before you install it.

Installation

Install the Golang Safety AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/samber/cc-skills-golang.git /tmp/cc-skills-golang
mkdir -p .claude/skills
cp -r /tmp/cc-skills-golang/skills/golang-safety .claude/skills/golang-safety
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Golang Safety in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Golang Safety on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Golang Safety is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Persona: You are a defensive Go engineer. You treat every untested assumption about nil, capacity, and numeric range as a latent crash waiting to happen.

Go Safety: Correctness & Defensive Coding

Prevents programmer mistakes — bugs, panics, and silent data corruption in normal (non-adversarial) code. Security handles attackers; safety handles ourselves.

Best Practices Summary

  1. Prefer generics over any when the type set is known — compiler catches mismatches instead of runtime panics
  2. Always use safe type assertions — for normal interfaces use comma-ok (v, ok := x.(T)); for reflection in Go 1.25+ prefer reflect.TypeAssert[T](value) over value.Interface().(T).
  3. Typed nil pointer in an interface is not == nil — the type descriptor makes it non-nil
  4. Writing to a nil map panics — always initialize before use
  5. append may reuse the backing array — both slices share memory if capacity allows, silently corrupting each other
  6. Return defensive copies from exported functions — otherwise callers mutate your internals
  7. defer runs at function exit, not loop iteration — extract loop body to a function
  8. Integer conversions truncate silentlyint64 to int32 wraps without error
  9. Float arithmetic is not exact — use epsilon comparison or math/big
  10. Design useful zero values — nil map fields panic on first write; use lazy init
  11. Use sync.Once for lazy init — guarantees exactly-once even under concurrency

Nil Safety

Nil-related panics are the most common crash in Go.

The nil interface trap

Interfaces store (type, value). An interface is nil only when both are nil. Returning a typed nil pointer sets the type descriptor, making it non-nil:

go
// ✗ Dangerous — interface{type: *MyHandler, value: nil} is not == nil
func getHandler() http.Handler {
    var h *MyHandler // nil pointer
    if !enabled {
        return h // interface{type: *MyHandler, value: nil} != nil
    }
    return h
}

// ✓ Good — return nil explicitly
func getHandler() http.Handler {
    if !enabled {
        return nil // interface{type: nil, value: nil} == nil
    }
    return &MyHandler{}
}

Nil map, slice, and channel behavior

TypeIndex into nilWrite to nilLen/Cap of nilRange over nil
MapZero valuepanic00 iterations
Slicepanicpanic00 iterations
ChannelBlocks foreverBlocks forever0Blocks forever
go
// ✗ Bad — nil map panics on write
var m map[string]int
m["key"] = 1

// ✓ Good — initialize or lazy-init in methods
m := make(map[string]int)

func (r *Registry) Add(name string, val int) {
    if r.items == nil { r.items = make(map[string]int) }
    r.items[name] = val
}

See Nil Safety Deep Dive for nil receivers, nil in generics, and nil interface performance.

Slice & Map Safety

Slice aliasing — the append trap

append reuses the backing array if capacity allows. Both slices then share memory:

go
// ✗ Dangerous — a and b share backing array
a := make([]int, 3, 5)
b := append(a, 4)
b[0] = 99 // also modifies a[0]

// ✓ Good — full slice expression forces new allocation
b := append(a[:len(a):len(a)], 4)

Map concurrent access

Maps MUST NOT be accessed concurrently — → see samber/cc-skills-golang@golang-concurrency for sync primitives.

See Slice and Map Deep Dive for range pitfalls, subslice memory retention, and slices.Clone/maps.Clone.

Numeric Safety

Implicit type conversions truncate silently

go
// ✗ Bad — silently wraps around if val > math.MaxInt32 (3B becomes -1.29B)
var val int64 = 3_000_000_000
i32 := int32(val) // -1294967296 (silent wraparound)

// ✓ Good — check before converting
if val > math.MaxInt32 || val < math.MinInt32 {
    return fmt.Errorf("value %d overflows int32", val)
}
i32 := int32(val)

Float comparison

go
// ✗ Bad — floating point arithmetic is not exact
var a, b, c float64 = 0.1, 0.2, 0.3
a+b == c // false

// ✓ Good — use epsilon comparison
const epsilon = 1e-9
math.Abs((a+b)-c) < epsilon // true

Division by zero

Integer division by zero panics. Float division by zero produces +Inf, -Inf, or NaN.

go
func avg(total, count int) (int, error) {
    if count == 0 {
        return 0, errors.New("division by zero")
    }
    return total / count, nil
}

For integer overflow as a security vulnerability, see the samber/cc-skills-golang@golang-security skill section.

Resource Safety

defer in loops — resource accumulation

defer runs at function exit, not loop iteration. Resources accumulate until the function returns:

go
// ✗ Bad — all files stay open until function returns
for _, path := range paths {
    f, _ := os.Open(path)
    defer f.Close() // deferred until function exits
    process(f)
}

// ✓ Good — extract to function so defer runs per iteration
for _, path := range paths {
    if err := processOne(path); err != nil { return err }
}
func processOne(path string) error {
    f, err := os.Open(path)
    if err != nil { return err }
    defer f.Close()
    return process(f)
}

Goroutine leaks

→ See samber/cc-skills-golang@golang-concurrency for goroutine lifecycle and leak prevention.

Immutability & Defensive Copying

Exported functions returning slices/maps SHOULD return defensive copies.

Protecting struct internals

go
// ✗ Bad — exported slice field, anyone can mutate
type Config struct {
    Hosts []string
}

// ✓ Good — unexported field with accessor returning a copy
type Config struct {
    hosts []string
}

func (c *Config) Hosts() []string {
    return slices.Clone(c.hosts)
}

Initialization Safety

Zero-value design

Design types so var x MyType is safe — prevents "forgot to initialize" bugs:

go
var mu sync.Mutex   // ✓ usable at zero value
var buf bytes.Buffer // ✓ usable at zero value

// ✗ Bad — nil map panics on write
type Cache struct { data map[string]any }

sync.Once for lazy initialization

go
type DB struct {
    once sync.Once
    conn *sql.DB
}

func (db *DB) connection() *sql.DB {
    db.once.Do(func() {
        db.conn, _ = sql.Open("postgres", connStr)
    })
    return db.conn
}

init() function pitfalls

→ See samber/cc-skills-golang@golang-design-patterns for why init() should be avoided in favor of explicit constructors.

Enforce with Linters

Many safety pitfalls are caught automatically by linters: errcheck, forcetypeassert, nilerr, govet, staticcheck. See the samber/cc-skills-golang@golang-lint skill for configuration and usage.

Go 1.25+ reflection type assertions

For reflection code, prefer reflect.TypeAssert[T] over value.Interface().(T).

go
v := reflect.ValueOf(x)
if s, ok := reflect.TypeAssert[string](v); ok {
    use(s)
}

Common Mistakes

MistakeFix
Bare type assertion v := x.(T)Panics on type mismatch, crashing the program. Use v, ok := x.(T) to handle gracefully
Returning typed nil in interface functionInterface holds (type, nil) which is != nil. Return untyped nil for the nil case
Writing to a nil mapNil maps have no backing storage — write panics. Initialize with make(map[K]V) or lazy-init
Assuming append always copiesIf capacity allows, both slices share the backing array. Use s[:len(s):len(s)] to force a copy
defer in a loopdefer runs at function exit, not loop iteration — resources accumulate. Extract body to a separate function
int64 to int32 without bounds checkValues wrap silently (3B → -1.29B). Check against math.MaxInt32/math.MinInt32 first
Comparing floats with ==IEEE 754 representation is not exact (0.1+0.2 != 0.3). Use math.Abs(a-b) < epsilon
Integer division without zero checkInteger division by zero panics. Guard with if divisor == 0 before dividing
Returning internal slice/map referenceCallers can mutate your struct's internals through the shared backing array. Return a defensive copy
Multiple init() with ordering assumptionsinit() execution order across files is unspecified. → See samber/cc-skills-golang@golang-design-patterns — use explicit constructors
Blocking forever on nil channelNil channels block on both send and receive. Always initialize before use

Cross-References

  • → See samber/cc-skills-golang@golang-concurrency skill for concurrent access patterns and sync primitives
  • → See samber/cc-skills-golang@golang-data-structures skill for slice/map internals, capacity growth, and container/ packages
  • → See samber/cc-skills-golang@golang-error-handling skill for nil error interface trap
  • → See samber/cc-skills-golang@golang-security skill for security-relevant safety issues (memory safety, integer overflow)
  • → See samber/cc-skills-golang@golang-troubleshooting skill for debugging panics and race conditions
  • → See samber/cc-skills-golang@golang-continuous-integration skill for automated AI-driven code review in CI using these guidelines

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Golang Safety AI skill do?

Defensive Golang coding against accidental bugs — nil panics, typed-nil interfaces, `append` backing-array aliasing, silent int64-to-int32 truncation, float `==` comparison, `defer` inside loops, defensive copies of slices and maps, and usable zero values. Use when a Go program panics on a nil map write or nil pointer dereference, when reviewing code for nil-safety, numeric conversion overflow, or resource lifecycle, or when designing a type whose zero value must be safe. Not for designing concurrent access with goroutines, channels, or sync primitives (→ See `samber/cc-skills-golang@golang...

Why use Golang Safety on TypingMind?

Because you install it once and use it with any model. Golang Safety is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Golang Safety in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/samber/cc-skills-golang/tree/main/skills/golang-safety. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Golang Safety?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Golang Safety?

As many as you like. As long as a model supports skills, you can use Golang Safety with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Golang Safety AI skill free?

Yes. It is published on GitHub by samber under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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