Golang Testing
unxed/f4
Production-ready Golang tests — table-driven tests, testify suites and mocks, parallel tests, fuzzing, fixtures, goroutine leak detection with goleak, snapshot testing, code coverage, integration…
Production-ready Golang tests — table-driven, testify suites/mocks, parallel tests, fuzzing, fixtures, goleak leak detection, snapshots, coverage, integration tests.
$ npx skills add context-labs/whip --skill golang-testing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install context-labs/whip golang-testing --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/context-labs/whip.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/golang-testing .claude/skills/golang-testing && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "golang-testing" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-testing into .claude/skills/golang-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-testing", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/context-labs/whip/tree/main/.agents/skills/golang-testingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add context-labs/whip --skill golang-testing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install context-labs/whip golang-testing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/context-labs/whip.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/golang-testing .agents/skills/golang-testing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "golang-testing" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-testing into .agents/skills/golang-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-testing", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add context-labs/whip --skill golang-testing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install context-labs/whip golang-testing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/context-labs/whip.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/golang-testing .cursor/skills/golang-testing && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "golang-testing" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-testing into .cursor/skills/golang-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-testing", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/context-labs/whip.git --path .agents/skills/golang-testing--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add context-labs/whip --skill golang-testing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install context-labs/whip golang-testing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/context-labs/whip.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/golang-testing .gemini/skills/golang-testing && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "golang-testing" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-testing into .gemini/skills/golang-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-testing", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install context-labs/whip golang-testingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add context-labs/whip --skill golang-testing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/context-labs/whip.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/golang-testing .github/skills/golang-testing && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "golang-testing" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-testing into .github/skills/golang-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-testing", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add context-labs/whip --skill golang-testing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install context-labs/whip golang-testing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/context-labs/whip.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/golang-testing .opencode/skills/golang-testing && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "golang-testing" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-testing into .opencode/skills/golang-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-testing", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
golang-testingProduction-ready Golang tests — table-driven, testify suites/mocks, parallel tests, fuzzing, fixtures, goleak leak detection, snapshots, coverage, integration tests.
Golang Testing is an agent skill from context-labs/whip. Production-ready Golang tests — table-driven, testify suites/mocks, parallel tests, fuzzing, fixtures, goleak leak detection, snapshots, coverage, integration tests. Use when writing/reviewing Go tests, choosing an approach, test CI, or debugging flakes. Testify: golang-stretchr-testify.
Its SKILL.md is about 4.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `evals/evals.json`, `references/helpers.md` and `references/http-testing.md`). Compatibility notes: Designed for Claude Code, Codex or similar harness, and for projects using Golang.
It sits in Testing & QA, covering Integration testing and Fuzzing. It works with Go. The repository describes itself as: A fast coding-agent harness in Go. Tool-use loop, bubbletea TUI, provider-routable models with live catalog discovery, MCP support, background subagents. One binary, no runtime… The licence is MIT.
12 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 8876467. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadEditWriteGlobGrepBash(go:*)Bash(golangci-lint:*)Bash(git:*)AgentBash(gotests:*)…and 1 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
goFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code, Codex or similar harness, and for projects using Golang.
From compatibility in the SKILL.md frontmatter.
Golang Testing loads about 4.4k tokens when it runs, and up to ~7.4k if it reads all its reference files. Until then it costs about 76 tokens; SKILL.md has 1,265 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from context-labs/whip at commit 8876467, republished under its MIT licence (© context-labs). 1,265 words, ~4,365 tokens.
.claude/skills/golang-testing/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.Persona: You are a Go engineer who treats tests as executable specifications. You write tests to constrain behavior, not to hit coverage targets.
Thinking mode: Reason as thoroughly as possible for test strategy design and failure analysis — shallow reasoning misses edge cases and produces brittle tests that pass today but break tomorrow. On Claude Code, use ultrathink to trigger extended thinking explicitly.
Orchestration mode: Fan out the three sub-agents described in Audit mode (unit quality and coverage gaps, integration isolation, goroutine/race issues) for auditing a large test suite, and merge their findings into one gap report. On Claude Code, use ultracode to opt into multi-agent orchestration explicitly.
Modes:
gotests to scaffold table-driven tests, then enrich with edge cases and error paths.t.Parallel(), implementation-detail coupling). Launch up to 3 parallel sub-agents split by concern: (1) unit test quality and coverage gaps, (2) integration test isolation and build tags, (3) goroutine leaks and race conditions.Community default. A company skill that explicitly supersedes
samber/cc-skills-golang@golang-testingskill takes precedence.
Dependencies:
go install github.com/cweill/gotests/gotests@latestThis skill guides the creation of production-ready tests for Go applications. Follow these principles to write maintainable, fast, and reliable tests.
name field passed to t.Run//go:build integration) to separate from unit testst.Parallel() when possiblegoleak.VerifyTestMain in TestMain to detect goroutine leaks// package_test.go - tests in same package (white-box, access unexported)
package mypackage
// mypackage_test.go - tests in test package (black-box, public API only)
package mypackage_testName the test file after the source file it tests, not after the function or method under test. Go's convention is one test file per source file (foo.go -> foo_test.go), because tools (go test, coverage reports, IDE "jump to test" navigation, gotests) and reviewers all resolve tests by source file, not by symbol. A source file usually declares several functions/methods; splitting its tests by symbol name scatters them across many files and breaks that file-to-file mapping.
// ✓ Good — one test file per source file
helloworld.go -> helloworld_test.go // contains TestHelloWorld, TestAbcd, TestXyz, ...
// ✗ Bad — test file named after the function/method instead of the source file
helloworld.go -> abcd_test.go // wrong: should be helloworld_test.goException: very large source files MAY be split into multiple _test.go files by concern (e.g. foo_test.go + foo_edgecases_test.go), but each split file's name MUST still be derived from the source file name, never from an individual function name. Prefer keeping a single _test.go file per source file even when it grows large — splitting adds navigation overhead and is rarely worth it; reach for the exception only when a single file becomes genuinely unwieldy to browse or review.
Within a test file, order test functions to match the order their tested functions/methods appear in the source file. A reader (human or agent) scrolling foo.go alongside foo_test.go can then find the matching test by position instead of searching; drift between the two orderings compounds every time either file grows.
func TestAdd(t *testing.T) { ... } // function test
func TestMyStruct_MyMethod(t *testing.T) { ... } // method test
func BenchmarkAdd(b *testing.B) { ... } // benchmark
func ExampleAdd() { ... } // example
func FuzzAdd(f *testing.F) { ... } // fuzz testTable-driven tests are the idiomatic Go way to test multiple scenarios. Always name each test case.
func TestCalculatePrice(t *testing.T) {
tests := []struct {
name string
quantity int
unitPrice float64
expected float64
}{
{
name: "single item",
quantity: 1,
unitPrice: 10.0,
expected: 10.0,
},
{
name: "bulk discount - 100 items",
quantity: 100,
unitPrice: 10.0,
expected: 900.0, // 10% discount
},
{
name: "zero quantity",
quantity: 0,
unitPrice: 10.0,
expected: 0.0,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got := CalculatePrice(tt.quantity, tt.unitPrice)
if got != tt.expected {
t.Errorf("CalculatePrice(%d, %.2f) = %.2f, want %.2f",
tt.quantity, tt.unitPrice, got, tt.expected)
}
})
}
}Never create a testify assert/require instance in the parent test function and reuse it inside t.Run closures. assert.New(t) captures the exact *testing.T it was built with, so if that t belongs to the parent, every failure raised inside the subtest gets attributed to the parent test in go test output — the failing subtest itself still reports --- PASS, silently hiding which case broke. This happens whether or not the subtest calls t.Parallel().
// WRONG -- `is` is bound to the parent's t
func TestCalculatePrice(t *testing.T) {
is := assert.New(t)
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
is.Equal(tt.expected, CalculatePrice(tt.quantity, tt.unitPrice)) // misattributed on failure
})
}
}
// RIGHT -- each subtest builds its own instance from its own t
func TestCalculatePrice(t *testing.T) {
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
is := assert.New(t)
is.Equal(tt.expected, CalculatePrice(tt.quantity, tt.unitPrice))
})
}
}Verify with a deliberately-broken case: if go test -v -run TestName shows --- FAIL: TestName but every --- PASS: TestName/subtest_name line still says PASS, the assert scope is leaking.
Unit tests should be fast (< 1ms), isolated (no external dependencies), and deterministic.
Use httptest for handler tests with table-driven patterns. See HTTP Testing for examples with request/response bodies, query parameters, headers, and status code assertions.
Use go.uber.org/goleak to detect leaking goroutines, especially for concurrent code:
import (
"testing"
"go.uber.org/goleak"
)
func TestMain(m *testing.M) {
goleak.VerifyTestMain(m)
}To exclude specific goroutine stacks (for known leaks or library goroutines):
func TestMain(m *testing.M) {
goleak.VerifyTestMain(m,
goleak.IgnoreCurrent(),
)
}Or per-test:
func TestWorkerPool(t *testing.T) {
defer goleak.VerifyNone(t)
// ... test code ...
}testing/synctest (Go 1.25+) provides deterministic tests for goroutines, timers, deadlines, and context cancellation. Time advances only when all goroutines are blocked, making ordering predictable.
When to use synctest instead of real time:
import (
"context"
"testing"
"testing/synctest"
"time"
)
func TestContextTimeout(t *testing.T) {
synctest.Test(t, func(t *testing.T) {
const timeout = 5 * time.Second
ctx, cancel := context.WithTimeout(t.Context(), timeout)
defer cancel()
time.Sleep(timeout - time.Nanosecond)
synctest.Wait()
if err := ctx.Err(); err != nil {
t.Fatalf("before timeout: %v", err)
}
time.Sleep(time.Nanosecond)
synctest.Wait()
if err := ctx.Err(); err != context.DeadlineExceeded {
t.Fatalf("after timeout: got %v, want DeadlineExceeded", err)
}
})
}Use synctest.Test in Go 1.25+ and Go 1.26+. Do not use the old Go 1.24 experimental synctest.Run API in Go 1.25+ or Go 1.26+ code. If a module explicitly targets Go 1.24 and opts into GOEXPERIMENT=synctest, use the old API only as a compatibility fallback.
Key differences in synctest:
time.Sleep advances synthetic time instantly when the goroutine blockstime.After fires when synthetic time reaches the durationFor tests that may hang, use a timeout helper that panics with caller location. See Helpers.
→ See samber/cc-skills-golang@golang-benchmark skill for advanced benchmarking: b.Loop() (Go 1.24+), benchstat, profiling from benchmarks, and CI regression detection.
Write benchmarks to measure performance and detect regressions:
func BenchmarkStringConcatenation(b *testing.B) {
b.Run("plus-operator", func(b *testing.B) {
for b.Loop() {
result := "a" + "b" + "c"
_ = result
}
})
b.Run("strings.Builder", func(b *testing.B) {
for b.Loop() {
var builder strings.Builder
builder.WriteString("a")
builder.WriteString("b")
builder.WriteString("c")
_ = builder.String()
}
})
}Benchmarks with different input sizes:
func BenchmarkFibonacci(b *testing.B) {
sizes := []int{10, 20, 30}
for _, size := range sizes {
b.Run(fmt.Sprintf("n=%d", size), func(b *testing.B) {
b.ReportAllocs()
for b.Loop() {
Fibonacci(size)
}
})
}
}For Go 1.24+, new benchmarks should use b.Loop(). Use legacy b.N loops only when the module targets Go <1.24 or when preserving old benchmark code intentionally.
When a test, benchmark, or fuzz target needs to persist files for inspection, use ArtifactDir() instead of ad-hoc paths or repo-local output.
func TestRenderGoldenArtifact(t *testing.T) {
dir := t.ArtifactDir()
out := filepath.Join(dir, "rendered.json")
if err := os.WriteFile(out, renderedBytes, 0o644); err != nil {
t.Fatal(err)
}
t.Logf("artifact written: %s", out)
}Available on *testing.T, *testing.B, and *testing.F in Go 1.26+.
Use t.Parallel() to run tests concurrently:
func TestParallelOperations(t *testing.T) {
tests := []struct {
name string
data []byte
}{
{"small data", make([]byte, 1024)},
{"medium data", make([]byte, 1024*1024)},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
t.Parallel()
is := assert.New(t)
result := Process(tt.data)
is.NotNil(result)
})
}
}Use fuzzing to find edge cases and bugs:
func FuzzReverse(f *testing.F) {
f.Add("hello")
f.Add("")
f.Add("a")
f.Fuzz(func(t *testing.T, input string) {
reversed := Reverse(input)
doubleReversed := Reverse(reversed)
if input != doubleReversed {
t.Errorf("Reverse(Reverse(%q)) = %q, want %q", input, doubleReversed, input)
}
})
}Examples are executable documentation verified by go test:
func ExampleCalculatePrice() {
price := CalculatePrice(100, 10.0)
fmt.Printf("Price: %.2f\n", price)
// Output: Price: 900.00
}
func ExampleCalculatePrice_singleItem() {
price := CalculatePrice(1, 25.50)
fmt.Printf("Price: %.2f\n", price)
// Output: Price: 25.50
}# Generate coverage file
go test -coverprofile=coverage.out ./...
# View coverage in HTML
go tool cover -html=coverage.out
# Coverage by function
go tool cover -func=coverage.out
# Total coverage percentage
go tool cover -func=coverage.out | grep totalUse build tags to separate integration tests from unit tests:
//go:build integration
package mypackage
func TestDatabaseIntegration(t *testing.T) {
db, err := sql.Open("postgres", os.Getenv("DATABASE_URL"))
if err != nil {
t.Fatal(err)
}
defer db.Close()
// Test real database operations
}Run integration tests separately:
go test -tags=integration ./...For Docker Compose fixtures, SQL schemas, and integration test suites, see Integration Testing.
Mock interfaces, not concrete types. Define interfaces where consumed, then create mock implementations.
For mock patterns, test fixtures, and time mocking, see Mocking.
Many test best practices are enforced automatically by linters: thelper, paralleltest, testifylint. See the samber/cc-skills-golang@golang-lint skill for configuration and usage.
samber/cc-skills-golang@golang-stretchr-testify skill for detailed testify API (assert, require, mock, suite)samber/cc-skills-golang@golang-database skill (testing.md) for database integration test patternssamber/cc-skills-golang@golang-concurrency skill for goroutine leak detection with goleaksamber/cc-skills-golang@golang-continuous-integration skill for CI test configuration and GitHub Actions workflowssamber/cc-skills-golang@golang-lint skill for testifylint and paralleltest configurationsamber/cc-skills-golang@golang-continuous-integration skill for automated AI-driven code review in CI using these guidelinesgo test ./... # all tests
go test -run TestName ./... # specific test by exact name
go test -run TestName/subtest ./... # subtests within a test
go test -run 'Test(Add|Sub)' ./... # multiple tests (regexp OR)
go test -run 'Test[A-Z]' ./... # tests starting with capital letter
go test -run 'TestUser.*' ./... # tests matching prefix
go test -run '.*Validation.*' ./... # tests containing substring
go test -run TestName/. ./... # all subtests of TestName
go test -run '/(unit|integration)' ./... # filter by subtest name
go test -race ./... # race detection
go test -cover ./... # coverage summary
go test -bench=. -benchmem ./... # benchmarks
go test -fuzz=FuzzName ./... # fuzzing
go test -tags=integration ./... # integration tests© context-labs, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files (references) in .agents/skills/golang-testing of context-labs/whip.
Open the folder on GitHubat commit 8876467
Golang Testing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Golang Testing this skillcontext-labs/whip | 1.1k | — | ~4.4k | Automated safety check: Pass | MIT | |
| Golang Testingunxed/f4 | 241 | 1 repos | ~4.5k | Automated safety check: Pass | MIT | |
| Go Redis Client Test Runnerredis/go-redis | 22k | — | ~786 | Automated safety check: Pass | BSD-2-Clause | |
| Golang Testingantoniopaya22/go-rest-template | 172 | 9 repos | ~4.2k | Automated safety check: Pass | None | |
| NIC Testing Patternsnginx/kubernetes-ingress | 5.1k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| remindb Fuzz Target Authorradimsem/remindb | 129 | — | ~1.7k | Automated safety check: Pass | MIT |
unxed/f4
Production-ready Golang tests — table-driven tests, testify suites and mocks, parallel tests, fuzzing, fixtures, goroutine leak detection with goleak, snapshot testing, code coverage, integration…
redis/go-redis
Explains how to run go-redis tests: the Docker Compose stack, make targets, focusing a single Ginkgo spec, the e2e suite and the version environment variables.
antoniopaya22/go-rest-template
Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage.
nginx/kubernetes-ingress
Testing conventions for the NGINX Ingress Controller repo: Go table-driven tests, mandatory snapshot regeneration, Helm tests and Python pytest integration tests.
radimsem/remindb
Adds a new Go fuzz target to remindb following its seed-corpus discipline: one target per logical surface, discovered automatically by its FuzzXxx function name.
radimsem/remindb
Explains how to add an end-to-end test scenario to remindb, choosing between a direct API test and an MCP test and using the shared helpers and fixtures.
context-labs/whip
Linting best practices and golangci-lint configuration for Go — running linters, configuring .golangci.yml, nolint suppressions, selecting linters.
context-labs/whip
Golang project layouts and workspaces. An agent skill from context-labs/whip.
context-labs/whip
Golang package/module docs via godig, a pkg.go.dev API client (CLI + MCP) — APIs, symbols, versions, importers, licenses, vulnerabilities.
context-labs/whip
Golang testing with stretchr/testify — assert, require, mock, suite: assertions, mock expectations, argument matchers, suite lifecycle, Eventually, JSONEq.
context-labs/whip
CI/CD with GitHub Actions for Golang — testing, linting, SAST, security scanning, coverage, Dependabot, Renovate, GoReleaser, release pipelines.
context-labs/whip
Golang data structures — slices/maps internals (capacity growth, preallocation, hash buckets), slices/maps packages, container/list/heap/ring, strings.Builder vs bytes.Buffer, generic collections…
Works with
Categories
Production-ready Golang tests — table-driven, testify suites/mocks, parallel tests, fuzzing, fixtures, goleak leak detection, snapshots, coverage, integration tests. Golang Testing is an agent skill from context-labs/whip. Production-ready Golang tests — table-driven, testify suites/mocks, parallel tests, fuzzing, fixtures, goleak leak detection, snapshots, coverage, integration tests.
Golang Testing fits situations like: writing/reviewing Go tests; choosing an approach; debugging flakes.
Run `npx skills add context-labs/whip --skill golang-testing -a claude-code`. Or copy the skill folder (.agents/skills/golang-testing in context-labs/whip) into .claude/skills/golang-testing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add context-labs/whip --skill golang-testing -a codex`. Or copy the skill folder (.agents/skills/golang-testing in context-labs/whip) into .agents/skills/golang-testing in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add context-labs/whip --skill golang-testing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/golang-testing, .gemini/skills/golang-testing, .github/skills/golang-testing and .opencode/skills/golang-testing in your project.
Going by SKILL.md and its folder, Golang Testing needs the command-line tools its instructions call (go). Its frontmatter pre-approves these tools: Read, Edit, Write, Glob, Grep, Bash(go:*), Bash(golangci-lint:*), Bash(git:*), Agent, Bash(gotests:*), AskUserQuestion. Compatibility (from SKILL.md): Designed for Claude Code, Codex or similar harness, and for projects using Golang..
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Golang Testing is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 4.4k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Golang Testing: Golang Testing (unxed/f4, 241 stars), Go Redis Client Test Runner (redis/go-redis, 22k stars), Golang Testing (antoniopaya22/go-rest-template, 172 stars) and NIC Testing Patterns (nginx/kubernetes-ingress, 5.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
context-labs (a GitHub organization) maintains it in context-labs/whip, which has 1,081 GitHub stars. The repository holds 40 skills in this directory. The repository was last updated on October 5, 2026.
Source: context-labs/whip on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.