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Go Defensive Coding

Community
eduardo-sl
go-defensive-coding

Prevent panics, silent corruption, and subtle runtime bugs in Go: typed-nil interfaces, slice aliasing, integer overflow on conversion, float comparison, defer in loops, defensive copying at API boundaries, and zero-value design. Use when hardening code against crashes, reviewing for nil-safety, converting between numeric types, or deciding what to copy at a package boundary. Trigger examples: "nil pointer panic", "why is my error not nil", "slice aliasing", "integer overflow", "compare floats", "defer in a loop", "defensive copy", "make this crash-proof". Not for: data races and goroutine lifecycle (go-concurrency-review), injection and auth (go-security-audit), a panic that already happened (go-troubleshooting).

Overview

Publishereduardo-sl
Repositorygo-agent-skills
Skill namego-defensive-coding
Stars
86
Forks
11
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 eduardo-sl on GitHub. Read the source before you install it.

Installation

Install the Go Defensive Coding 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.
    https://github.com/eduardo-sl/go-agent-skills/tree/main/skills/(safety)/go-defensive-coding
  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.

Use it in TypingMind

Enable Go Defensive Coding 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 Go Defensive Coding 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 Go Defensive Coding 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.

Go Defensive Coding

Go has no exceptions and no null-safety in the type system. Every trap below compiles cleanly, passes review, and fails in production.

Detailed reference material, loaded on demand:

  • references/nil-and-aliasing.md — the full typed-nil rules, slice aliasing scenarios, and memory retention.
  • references/numeric-safety.md — conversion range checks, overflow detection, float and time comparison.
  • references/copies-and-lifecycle.md — copylocks/noCopy, defer in loops, checking deferred Close errors, usable zero values.

Read a reference file only when the section below is not enough.

Operating Modes

  • Harden — you are writing or changing code. Apply every rule as you go.
  • Review — you are auditing existing code. Report findings with severity (🔴 panic or corruption, 🟡 latent bug, 🟢 style) and cite file:line.

1. The Typed-Nil Interface Trap

A non-nil interface can hold a nil pointer. This is the single most common source of "impossible" nil checks in Go.

go
type NotFoundError struct{ ID string }

func (e *NotFoundError) Error() string { return "not found: " + e.ID }

// ❌ Bad — returns a non-nil error even on success
func find(id string) error {
    var err *NotFoundError // typed nil
    if id == "" {
        err = &NotFoundError{ID: id}
    }
    return err // interface is (type=*NotFoundError, value=nil) — NOT nil
}

// ✅ Good — return the untyped nil literal
func find(id string) error {
    if id == "" {
        return &NotFoundError{ID: id}
    }
    return nil
}

Rules:

  • Never declare a concrete error/pointer variable and return it as an interface. Return nil explicitly on the success path.
  • Never store a possibly-nil concrete pointer in an error, io.Reader, or any interface-typed struct field.
  • staticcheck reports SA4023 when a comparison with nil can never be true because of this trap. No tool catches every case.

2. Nil Map, Slice, and Channel Behaviour

Memorise this table — half of these are safe and half panic or hang.

Operationnil mapnil slicenil channel
Read / receivezero valueindex panicsblocks forever
Write / sendpanicsappend worksblocks forever
len / cap000
rangezero iterationszero iterationsblocks forever
closen/an/apanics
go
// ✅ A nil slice is a valid empty slice — do not guard append
var out []string
out = append(out, "a")

// ❌ A nil map is read-only
var m map[string]int
m["k"] = 1 // panic: assignment to entry in nil map

// ✅ Initialise every map before writing
m := make(map[string]int)

Return nil slices, not []T{}. They marshal identically in JSON for encoding/json when the field is omitempty, and cost no allocation. Return an empty non-nil map only when the caller is documented to write to it.

3. Slice Aliasing

A slice is a view. append writes through that view whenever capacity allows, mutating data the caller still owns.

go
a := []int{1, 2, 3, 4}
b := a[:2]
b = append(b, 99) // ❌ overwrites a[2]; a is now [1 2 99 4]
go
// ✅ Full slice expression caps the view — append must reallocate
b := a[:2:2]
b = append(b, 99) // a is untouched

Apply this whenever you hand a subslice to code you do not control, and whenever a struct field holds a subslice of a larger buffer.

A subslice also keeps the entire backing array alive. To release a large buffer, copy what you need: head := slices.Clone(buf[:64]).

4. Defensive Copying at Boundaries

Slices and maps are reference types. Storing or returning one without a copy hands out a mutable handle to your internals.

go
type Config struct{ hosts []string }

// ❌ Bad — caller can mutate our state, both ways
func NewConfig(hosts []string) *Config { return &Config{hosts: hosts} }
func (c *Config) Hosts() []string      { return c.hosts }

// ✅ Good — copy in, copy out
func NewConfig(hosts []string) *Config {
    return &Config{hosts: slices.Clone(hosts)}
}
func (c *Config) Hosts() []string { return slices.Clone(c.hosts) }

Use maps.Clone for maps. Both are shallow — a []*User clone still shares the pointed-to users.

Copy when the value is retained past the call or exposed to a caller. Do not copy a slice you only read inside the function; that is wasted allocation.

Preventing accidental copies

A struct holding a sync.Mutex, sync.WaitGroup or atomic.Int64 must never be copied — a value receiver or by-value parameter gives the copy an independent lock, and both halves believe they are synchronised. go vet's copylocks catches these; for no-copy types without a lock, embed a noCopy marker so vet covers them too. Examples: references/copies-and-lifecycle.md.

5. Numeric Conversion and Comparison

Go never panics on numeric conversion. It truncates.

go
// ❌ Silent corruption when the value does not fit
count := int32(int64Total)

// ✅ Range-check before narrowing
if int64Total > math.MaxInt32 || int64Total < math.MinInt32 {
    return fmt.Errorf("total %d out of int32 range", int64Total)
}
count := int32(int64Total)

The same applies to int → uint (negatives wrap to huge values) and to len() results assigned to sized types. gosec reports these as G115.

Never compare floats with == — compare against a tolerance. Never compare time.Time with == — Equal compares the instant, while == also compares the monotonic reading and location. Examples: references/numeric-safety.md.

Integer division by zero panics; float division by zero yields ±Inf or NaN, and NaN != NaN. Guard divisors that come from input.

6. Resource Lifecycle

  • defer runs at function return, not at the end of a loop body. A defer f.Close() inside a loop keeps every file open until the loop ends — give each iteration its own function scope. The same applies to resp.Body.Close, rows.Close, mu.Unlock and tx.Rollback.
  • Check the error from a deferred Close on anything you wrote to: a failed flush on close is silent data loss. Assign it to a named err result when the body succeeded.

Examples: references/copies-and-lifecycle.md.

7. Zero-Value and Initialisation Safety

Design types so the zero value works, then no constructor can be forgotten.

A sync.Mutex zero value is ready, and a nil map can be read; initialise the map lazily on first write under the lock. Example: references/copies-and-lifecycle.md.

When lazy init must happen exactly once and may race, use sync.Once.

Avoid init(). It runs before main, cannot fail cleanly, cannot be tested in isolation, and its cross-file order depends on filenames. Use an explicit New... constructor that returns an error.

Enforce with Tooling

Run these; do not rely on reading alone. Skip and note any tool that is not installed.

bash
go vet ./...                                  # copylocks, lostcancel, printf
golangci-lint run                             # errcheck, bodyclose, makezero, sqlclosecheck
staticcheck ./...                             # SA4023 typed-nil comparisons
gosec -include=G115,G104 ./...                # integer overflow, unhandled errors
go test -race ./...                           # aliasing bugs often surface as races

Relevant golangci-lint linters: errcheck, bodyclose, sqlclosecheck, rowserrcheck, makezero, nilerr, exhaustive, and govet with the nilness analyzer enabled — go vet itself does not run nilness.

Verification Checklist

  1. No function returns a concrete pointer type as an interface on a success path
  2. Every map is initialised before its first write
  3. Subslices handed across a package boundary use a full slice expression a[:n:n]
  4. Slices and maps stored in or returned from a struct are cloned
  5. No type holding a mutex or atomic is passed or received by value
  6. Every narrowing numeric conversion is range-checked, or documented as bounded
  7. No == on floats or on time.Time
  8. Divisors derived from input are checked against zero
  9. No defer inside a loop body without an enclosing function scope
  10. Deferred Close on written resources reports its error
  11. go vet, golangci-lint and go test -race are clean

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 Go Defensive Coding AI skill do?

Prevent panics, silent corruption, and subtle runtime bugs in Go: typed-nil interfaces, slice aliasing, integer overflow on conversion, float comparison, defer in loops, defensive copying at API boundaries, and zero-value design. Use when hardening code against crashes, reviewing for nil-safety, converting between numeric types, or deciding what to copy at a package boundary. Trigger examples: "nil pointer panic", "why is my error not nil", "slice aliasing", "integer overflow", "compare floats", "defer in a loop", "defensive copy", "make this crash-proof". Not for: data races and goroutine...

Why use Go Defensive Coding on TypingMind?

Because you install it once and use it with any model. Go Defensive Coding 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 Go Defensive Coding in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/eduardo-sl/go-agent-skills/tree/main/skills/(safety)/go-defensive-coding. 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 Go Defensive Coding?

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 Go Defensive Coding?

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

Is the Go Defensive Coding AI skill free?

Yes. It is published on GitHub by eduardo-sl 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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