Add Redis Command to go-redis
redis/go-redis
Walks through adding a new Redis or Redis module command to the go-redis client, from fetching the spec and docs to the type, interface wiring, parsing and tests.
Defensive Go coding to prevent panics, silent data corruption, and subtle runtime bugs.
$ npx skills add context-labs/whip --skill golang-safety -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install context-labs/whip golang-safety --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-safety .claude/skills/golang-safety && 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-safety" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-safety into .claude/skills/golang-safety/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-safety", 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-safetyType 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-safety -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install context-labs/whip golang-safety --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-safety .agents/skills/golang-safety && 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-safety" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-safety into .agents/skills/golang-safety/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-safety", 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-safety -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install context-labs/whip golang-safety --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-safety .cursor/skills/golang-safety && 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-safety" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-safety into .cursor/skills/golang-safety/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-safety", 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-safety--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-safety -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install context-labs/whip golang-safety --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-safety .gemini/skills/golang-safety && 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-safety" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-safety into .gemini/skills/golang-safety/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-safety", 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-safetyInstalls 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-safety -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-safety .github/skills/golang-safety && 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-safety" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-safety into .github/skills/golang-safety/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-safety", 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-safety -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-safety --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-safety .opencode/skills/golang-safety && 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-safety" agent skill from https://github.com/context-labs/whip/tree/main/.agents/skills/golang-safety into .opencode/skills/golang-safety/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golang-safety", 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-safetyDefensive Go coding to prevent panics, silent data corruption, and subtle runtime bugs.
Golang Safety is an agent skill from context-labs/whip. Defensive Go coding to prevent panics, silent data corruption, and subtle runtime bugs. Use for nil panics, append aliasing, concurrent map access, float comparison pitfalls, zero-value design; or when reviewing for nil-safety, numeric overflow, defer in loops, or defensive copying of slices/maps.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `evals/evals.json`, `references/nil-safety.md` and `references/slice-map-safety.md`). Compatibility notes: Designed for Claude Code, Codex or similar harness, and for projects using Golang.
It sits in Development. 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.
11 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:*)AgentFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are go).
From 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 Safety loads about 2.5k tokens when it runs, and up to ~5.1k if it reads all its reference files. Until then it costs about 78 tokens; SKILL.md has 776 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). 776 words, ~2,528 tokens.
.claude/skills/golang-safety/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.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.
Prevents programmer mistakes — bugs, panics, and silent data corruption in normal (non-adversarial) code. Security handles attackers; safety handles ourselves.
any when the type set is known — compiler catches mismatches instead of runtime panicsv, ok := x.(T)); for reflection in Go 1.25+ prefer reflect.TypeAssert[T](value) over value.Interface().(T).== nil — the type descriptor makes it non-nilappend may reuse the backing array — both slices share memory if capacity allows, silently corrupting each otherdefer runs at function exit, not loop iteration — extract loop body to a functionint64 to int32 wraps without errormath/bigsync.Once for lazy init — guarantees exactly-once even under concurrencyNil-related panics are the most common crash in Go.
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:
// ✗ 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{}
}| Type | Index into nil | Write to nil | Len/Cap of nil | Range over nil |
|---|---|---|---|---|
| Map | Zero value | panic | 0 | 0 iterations |
| Slice | panic | panic | 0 | 0 iterations |
| Channel | Blocks forever | Blocks forever | 0 | Blocks forever |
// ✗ 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.
append reuses the backing array if capacity allows. Both slices then share memory:
// ✗ 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)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.
// ✗ 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)// ✗ 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 // trueInteger division by zero panics. Float division by zero produces +Inf, -Inf, or NaN.
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.
defer runs at function exit, not loop iteration. Resources accumulate until the function returns:
// ✗ 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)
}→ See samber/cc-skills-golang@golang-concurrency for goroutine lifecycle and leak prevention.
Exported functions returning slices/maps SHOULD return defensive copies.
// ✗ 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)
}Design types so var x MyType is safe — prevents "forgot to initialize" bugs:
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 }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
}→ See samber/cc-skills-golang@golang-design-patterns for why init() should be avoided in favor of explicit constructors.
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.
For reflection code, prefer reflect.TypeAssert[T] over value.Interface().(T).
v := reflect.ValueOf(x)
if s, ok := reflect.TypeAssert[string](v); ok {
use(s)
}samber/cc-skills-golang@golang-concurrency skill for concurrent access patterns and sync primitivessamber/cc-skills-golang@golang-data-structures skill for slice/map internals, capacity growth, and container/ packagessamber/cc-skills-golang@golang-error-handling skill for nil error interface trapsamber/cc-skills-golang@golang-security skill for security-relevant safety issues (memory safety, integer overflow)samber/cc-skills-golang@golang-troubleshooting skill for debugging panics and race conditions| Mistake | Fix |
|---|---|
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 function | Interface holds (type, nil) which is != nil. Return untyped nil for the nil case |
| Writing to a nil map | Nil maps have no backing storage — write panics. Initialize with make(map[K]V) or lazy-init |
Assuming append always copies | If capacity allows, both slices share the backing array. Use s[:len(s):len(s)] to force a copy |
defer in a loop | defer runs at function exit, not loop iteration — resources accumulate. Extract body to a separate function |
int64 to int32 without bounds check | Values 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 check | Integer division by zero panics. Guard with if divisor == 0 before dividing |
| Returning internal slice/map reference | Callers can mutate your struct's internals through the shared backing array. Return a defensive copy |
Multiple init() with ordering assumptions | init() execution order across files is unspecified. → See samber/cc-skills-golang@golang-design-patterns — use explicit constructors |
| Blocking forever on nil channel | Nil channels block on both send and receive. Always initialize before use |
samber/cc-skills-golang@golang-continuous-integration skill for automated AI-driven code review in CI using these guidelines© 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 3 other files (references) in .agents/skills/golang-safety of context-labs/whip.
Open the folder on GitHubat commit 8876467
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in context-labs/whip, which our catalogue first saw on October 7, 2026.
Golang Safety 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 Safety this skillcontext-labs/whip | 1.1k | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Add Redis Command to go-redisredis/go-redis | 22k | — | ~1.4k | Automated safety check: Pass | BSD-2-Clause | |
| Go Pedantrychromedp/chromedp | 13k | — | ~3.7k | Automated safety check: Pass | MIT | |
| AO Desktop App LauncherOrchestratorInc/agent-orchestrator | 13k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Go-Redis Release Preparationredis/go-redis | 22k | — | ~1.1k | Automated safety check: Pass | BSD-2-Clause | |
| Run Dozzle Dev Instanceamir20/dozzle | 15k | — | ~747 | Automated safety check: Pass | MIT |
redis/go-redis
Walks through adding a new Redis or Redis module command to the go-redis client, from fetching the spec and docs to the type, interface wiring, parsing and tests.
chromedp/chromedp
This skill should be used when the user is writing Go code and needs guidance on Go-specific pedantry: error wrapping with fmt.Errorf and %w, interface design (accept interfaces return structs)…
OrchestratorInc/agent-orchestrator
Launches, restarts and troubleshoots the real AO Electron desktop app from a checkout, with isolated or real local data and checks for stale processes.
redis/go-redis
Prepares a go-redis release locally: picks the next semver, gathers merged PRs, writes the RELEASE-NOTES entry and bumps versions, without publishing.
amir20/dozzle
Starts a Dozzle dev server on a port derived from the current worktree so you can test by hand in a browser, without disturbing instances started elsewhere.
yaklang/yakit
对 Yakit 仓库的代码改动做规范化 code review:按代码逻辑、TS 定义、UI 引用与 Props、CSS 样式、依赖版本、配置项六个维度审查,检查测试用例缺失,强制执行 tsc 类型检查与 vitest 测试验证,输出「结果汇总 / 明细解释 / 合并结论」三块报告,经用户确认后写入文件。当用户要求 review、审查、评审代码改动,或在提交、合并、提 PR…
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
Defensive Go coding to prevent panics, silent data corruption, and subtle runtime bugs. Golang Safety is an agent skill from context-labs/whip. Defensive Go coding to prevent panics, silent data corruption, and subtle runtime bugs.
Golang Safety fits situations like: append aliasing; concurrent map access; float comparison pitfalls; zero-value design.
Run `npx skills add context-labs/whip --skill golang-safety -a claude-code`. Or copy the skill folder (.agents/skills/golang-safety in context-labs/whip) into .claude/skills/golang-safety in your project. Claude Code loads it when a task matches its description.
Run `npx skills add context-labs/whip --skill golang-safety -a codex`. Or copy the skill folder (.agents/skills/golang-safety in context-labs/whip) into .agents/skills/golang-safety 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-safety -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-safety, .gemini/skills/golang-safety, .github/skills/golang-safety and .opencode/skills/golang-safety in your project.
SKILL.md names no scripts, command-line tools or credentials: Golang Safety is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Edit, Write, Glob, Grep, Bash(go:*), Bash(golangci-lint:*), Bash(git:*), Agent. 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 Safety is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.5k tokens (SKILL.md is roughly 10k 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 2.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Golang Safety: Add Redis Command to go-redis (redis/go-redis, 22k stars), Go Pedantry (chromedp/chromedp, 13k stars), AO Desktop App Launcher (OrchestratorInc/agent-orchestrator, 13k stars) and Go-Redis Release Preparation (redis/go-redis, 22k 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 1,083 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.