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Golang Spf13 Viper

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samber
golang-spf13-viper

Golang configuration library using spf13/viper — layered precedence (flag > env > file > KV > default), BindPFlag/BindPFlags, SetEnvPrefix + SetEnvKeyReplacer + AutomaticEnv, ReadInConfig + ConfigFileNotFoundError, Unmarshal + mapstructure struct tags, Sub for sub-trees, WatchConfig + OnConfigChange for hot reload, viper.New() for test isolation, and remote KV integration. Apply when using or adopting spf13/viper, or when the codebase imports `github.com/spf13/viper`. For CLI command structure alongside viper, see the `samber/cc-skills-golang@golang-spf13-cobra` skill. For general CLI architecture, see `samber/cc-skills-golang@golang-cli`.

Overview

Publishersamber
Repositorycc-skills-golang
Skill namegolang-spf13-viper
Stars
3.3K
Forks
213
Bundled files
6
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.

  • 6 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 Spf13 Viper 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-spf13-viper .claude/skills/golang-spf13-viper
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Golang Spf13 Viper 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 Spf13 Viper 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 Spf13 Viper 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 Go engineer who treats configuration as a layered system. Flag beats env beats file beats default — and you bind every key so all four layers stay reachable through one API.

Using spf13/viper for layered configuration in Go

Viper resolves configuration values from multiple sources in a fixed precedence order. It has no user-facing surface — it doesn't define commands or flags. Its job is to answer "what is the value of key X right now?" by walking its source layers from highest to lowest priority.

Official Resources:

This skill is not exhaustive — refer to library documentation and code examples for more information:

  • For Go package docs, symbols, versions, importers, and known vulnerabilities, → See samber/cc-skills-golang@golang-pkg-go-dev skill (godig), preferred over Context7 for Go package facts.
  • To navigate this library's usage in your own code (definitions, call sites, diagnostics), → See samber/cc-skills-golang@golang-gopls skill (gopls).
  • Context7 remains a fallback for docs not indexed on pkg.go.dev.
bash
go get github.com/spf13/viper@latest

Viper vs. cobra

Cobra owns the command tree — subcommands, flags, arg validation, completions. Viper owns configuration resolution — it answers "what is the value of key X?" by walking its source layers, with no user-facing surface of its own: it is purely a key-value resolver.

  • Cobra alone — flag-only CLIs.
  • Viper alone — config-file daemons.
  • Both — bind flags at PersistentPreRunE via BindPFlag.

→ See samber/cc-skills-golang@golang-spf13-cobra for the cobra side of this integration.

The precedence pipeline

Viper resolves a key by walking sources in this order (first set value wins):

1. explicit Set()      — viper.Set("key", val)    highest priority
2. flag                — bound pflag.Flag
3. env var             — BindEnv / AutomaticEnv
4. config file         — ReadInConfig / MergeInConfig
5. KV remote           — etcd / Consul
6. default             — viper.SetDefault("key", val)   lowest priority

This pipeline is fixed and cannot be reordered. Understanding it prevents most viper bugs: a key that "should" come from a config file may be shadowed by an env var or a flag with a default value.

Sources and config files

go
viper.SetConfigName("config")
viper.AddConfigPath("$HOME/.myapp")
if err := viper.ReadInConfig(); err != nil {
    var notFound *viper.ConfigFileNotFoundError
    if !errors.As(err, &notFound) {
        return fmt.Errorf("reading config: %w", err) // propagate real errors only
    }
}

ConfigFileNotFoundError must be handled gracefully — config files are usually optional. An unhandled error from a missing file crashes programs that are perfectly valid when run with only flags or env vars.

For supported formats (JSON, TOML, YAML, HCL, INI, properties), MergeInConfig, and remote KV, see sources-and-formats.md.

Env binding and key replacers

This is the highest-bug-density area in viper. All three settings must be wired together — missing any one breaks nested key resolution:

go
// ✓ Good — all three wired together at startup
viper.SetEnvPrefix("MYAPP")                             // prevent collisions: PORT → MYAPP_PORT
viper.SetEnvKeyReplacer(strings.NewReplacer(".", "_"))  // database.host → MYAPP_DATABASE_HOST
viper.AutomaticEnv()

// ✗ Bad — without SetEnvKeyReplacer, viper looks for MYAPP_DATABASE.HOST (dot preserved)

For BindEnv, AllowEmptyEnv, and env-vs-default interaction, see binding-and-env.md.

Flag binding (the cobra seam)

Bind cobra flags to viper in init() or PersistentPreRunE — never in RunE (config loading in PersistentPreRunE already ran before RunE, so bindings set in RunE are missed):

go
func init() {
    rootCmd.PersistentFlags().Int("port", 8080, "listen port")
    viper.BindPFlag("port", rootCmd.PersistentFlags().Lookup("port"))
    // viper.BindPFlags(cmd.Flags()) — bind an entire FlagSet at once
}

For AllowEmptyEnv and flag/env interaction details, see binding-and-env.md.

Unmarshaling into structs

viper.Unmarshal maps the resolved configuration into a struct using mapstructure:

go
type Config struct {
    Port     int `mapstructure:"port"`
    Database struct {
        MaxConn int `mapstructure:"max_conn"` // explicit tag: mapstructure won't convert underscore→camelCase
    } `mapstructure:"database"`
}
var cfg Config
viper.Unmarshal(&cfg)

Always use mapstructure tags — implicit mapping is fragile for nested structs and underscore-named fields. Prefer UnmarshalKey("database", &dbCfg) over Sub("database").Unmarshal — it avoids the nil-check Sub requires when the key is missing.

For time.Duration / net.IP / slice decoders and custom DecodeHook registration, see unmarshal.md.

Sub-trees

viper.Sub("database") returns a new *viper.Viper scoped to the prefix, or nil if the key does not exist — always nil-check before calling methods on the result. Prefer UnmarshalKey("database", &dbCfg) which avoids the nil risk entirely.

Hot reload

go
viper.WatchConfig()
viper.OnConfigChange(func(e fsnotify.Event) { /* re-apply changed values */ })

WatchConfig uses fsnotify and watches inodes, so editors that write atomically via rename (vim, neovim) replace the inode and the callback may not fire. Test hot-reload with echo >> config.yaml, not editor saves. For race-safe reload patterns, see watch-and-reload.md.

Test isolation

Never use the global viper in tests — state leaks across test cases. Use viper.New() per test so each instance is isolated:

go
v := viper.New()
v.SetConfigFile("testdata/config.yaml")
require.NoError(t, v.ReadInConfig())

For t.Setenv interactions and Reset() limitations, see testing-and-isolation.md.

Best Practices

  1. Set prefix + key replacer + AutomaticEnv together — missing any one causes nested env keys to silently not resolve (database.hostDATABASE.HOST instead of DATABASE_HOST).
  2. Handle ConfigFileNotFoundError gracefully — a missing config file should not crash a service that runs with only flags and env vars.
  3. Always use mapstructure tags on config structs — implicit mapping silently misses nested and underscore-named fields.
  4. Use viper.New() in tests, never the global — the global accumulates state across test runs; per-test instances are isolated.
  5. Bind flags before Execute() — binding in RunE is too late; cobra parses flags before RunE runs.

Common Mistakes

MistakeWhy it failsFix
AutomaticEnv without SetEnvKeyReplacerdatabase.host looks for MYAPP_DATABASE.HOST (dot preserved) — never matchesAdd SetEnvKeyReplacer(strings.NewReplacer(".", "_")) before AutomaticEnv
No mapstructure tags on struct fieldsSilently misses nested and underscore-named fieldsAdd mapstructure:"key_name" to every field
Using global viper in testsState from one test contaminates the next, causing flaky orderingCreate viper.New() per test
Missing ConfigFileNotFoundError checkMissing config file crashes a service that should run on flags/env aloneerrors.As(err, &notFound) — only propagate non-not-found errors

Further Reading

  • sources-and-formats.md — supported file formats, multi-path search, MergeInConfig, remote KV (etcd/Consul)
  • binding-and-env.md — BindEnv, AutomaticEnv, SetEnvPrefix, SetEnvKeyReplacer, AllowEmptyEnv, timing rules
  • unmarshal.md — Unmarshal, UnmarshalKey, mapstructure tags, custom DecodeHooks (Duration, IP, slice)
  • watch-and-reload.md — WatchConfig, OnConfigChange, fsnotify caveats, atomic-rename trap, race-safe patterns
  • testing-and-isolation.md — viper.New() per test, t.Setenv interactions, Reset() limitations, snapshot/restore

Cross-References

  • → See samber/cc-skills-golang@golang-cli skill for general CLI architecture — project layout, exit codes, signal handling, cobra+viper integration
  • → See samber/cc-skills-golang@golang-spf13-cobra skill for the cobra side of this integration (flag definition and binding)
  • → See samber/cc-skills-golang@golang-testing skill for general Go testing patterns

If you encounter a bug or unexpected behavior in spf13/viper, open an issue at https://github.com/spf13/viper/issues.

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 Spf13 Viper AI skill do?

Golang configuration library using spf13/viper — layered precedence (flag > env > file > KV > default), BindPFlag/BindPFlags, SetEnvPrefix + SetEnvKeyReplacer + AutomaticEnv, ReadInConfig + ConfigFileNotFoundError, Unmarshal + mapstructure struct tags, Sub for sub-trees, WatchConfig + OnConfigChange for hot reload, viper.New() for test isolation, and remote KV integration. Apply when using or adopting spf13/viper, or when the codebase imports `github.com/spf13/viper`. For CLI command structure alongside viper, see the `samber/cc-skills-golang@golang-spf13-cobra` skill. For general CLI archi...

Why use Golang Spf13 Viper on TypingMind?

Because you install it once and use it with any model. Golang Spf13 Viper 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 Spf13 Viper in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/samber/cc-skills-golang/tree/main/skills/golang-spf13-viper. 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 Spf13 Viper?

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 Spf13 Viper?

As many as you like. As long as a model supports skills, you can use Golang Spf13 Viper with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Golang Spf13 Viper 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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