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omarluq/librecode/.librecode/skills/golang-samber-mo/SKILL.md

golang-samber-mo

Monadic types for Golang using samber/mo — Option, Result, Either, Future, IO, Task, and State types for type-safe nullable values, error handling, and functional composition with pipeline sub-packages. Apply when using or adopting samber/mo, when the codebase imports `github.com/samber/mo`, or when considering functional programming patterns as a safety design for Golang.

Source repository stars
29
Declared platforms
1
Static risk flags
3
Last source update
2026-08-25
Source checked
2026-08-25

Decision brief

What it does: where it fits

Go 1.18+ library providing type-safe monadic types with zero dependencies. Inspired by Scala, Rust, and fp-ts.

Best for

    Not for

    • Tasks that require unconfirmed production actions or broad system permissions.
    • Environments where the pinned source and install steps cannot be inspected.

    Compatibility matrix

    Platform support, with evidence labels

    PlatformStatusEvidenceWhat to check
    CodexNot declaredNo explicit evidencePortability before use
    Claude CodeDeclaredSource recordInstall path and trigger
    CursorNot declaredNo explicit evidencePortability before use
    Gemini CLINot declaredNo explicit evidencePortability before use
    Open the compatibility checker

    Installation

    Inspect first. Install second.

    The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

    Source-detected install commandSource
    npx skills add https://github.com/omarluq/librecode --skill ".librecode/skills/golang-samber-mo"
    Safe inspection promptEditorial

    Inspect the Agent Skill "golang-samber-mo" from https://github.com/omarluq/librecode/blob/55976d67b4363001b349a5adb9f9b87b27d0bfcd/.librecode/skills/golang-samber-mo/SKILL.md at commit 55976d67b4363001b349a5adb9f9b87b27d0bfcd. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

    Workflow

    What the source asks the agent to do

    1. 01

      Core Types at a Glance

      Review the “Core Types at a Glance” section in the pinned source before continuing.

      Review and apply the “Core Types at a Glance” source section.
    2. 02

      Option[T] — Nullable Values Without nil

      Represents a value that is either present (Some) or absent (None). Eliminates nil pointer risks at the type level.

      Represents a value that is either present (Some) or absent (None). Eliminates nil pointer risks at the type level.Key methods: Some, None, Get, MustGet, OrElse, OrEmpty, Map, FlatMap, Match, ForEach, ToPointer, IsPresent, IsAbsent.Option implements json.Marshaler/Unmarshaler, sql.Scanner, driver.Valuer — use it directly in JSON structs and database models.
    3. 03

      Result[T] — Error Handling as Values

      Represents success (Ok) or failure (Err). Equivalent to Either[error, T] but specialized for Go's error pattern.

      Represents success (Ok) or failure (Err). Equivalent to Either[error, T] but specialized for Go's error pattern.Go limitation: Direct methods (.Map, .FlatMap) cannot change the type parameter — Result[T].Map returns Result[T], not Result[U]. Go methods cannot introduce new type parameters. For type-changing transforms (e.g. Resul…Key methods: Ok, Err, Errf, TupleToResult, Try, Get, MustGet, OrElse, Map, FlatMap, MapErr, Match, ForEach, ToEither, IsOk, IsError.
    4. 04

      Either[L, R] — Discriminated Union of Two Types

      Represents a value that is one of two possible types. Unlike Result, neither side implies success or failure — both are valid alternatives.

      Represents a value that is one of two possible types. Unlike Result, neither side implies success or failure — both are valid alternatives.When to use Either vs Result: Use Result[T] when one path is an error. Use Either[L, R] when both paths are valid alternatives (cached vs fresh, left vs right, strategy A vs B).Either3[T1, T2, T3], Either4, and Either5 extend this to 3-5 type variants.
    5. 05

      Do Notation — Imperative Style with Monadic Safety

      mo.Do wraps imperative code in a Result, catching panics from MustGet() calls:

      mo.Do wraps imperative code in a Result, catching panics from MustGet() calls:Do notation bridges imperative Go style with monadic safety — write straight-line code, get automatic error propagation.

    Permission review

    Static risk signals and limitations

    Runs scripts

    medium · line 18

    The documentation asks the agent to run terminal commands or scripts.

    go get github.com/samber/mo

    Reads files

    low · line 69

    The documentation asks the agent to read local files, directories, or repositories.

    result := mo.TupleToResult(os.ReadFile("config.yaml"))

    Reads files

    low · line 88

    The documentation asks the agent to read local files, directories, or repositories.

    mo.TupleToResult(os.ReadFile("config.yaml")),

    Network access

    medium · line 108

    The documentation includes network, browsing, or remote request actions.

    return mo.Right[CachedUser, FreshUser](db.Fetch(id))

    Evidence record

    Why each signal appears

    EvidenceSourceComputedTestedEditorial
    SignalValueEvidence typeMeaning
    Quality score96/100ComputedDocumentation, specificity, maintenance, and trust rules
    Repository stars29SourceRepository attention, not individual Skill quality
    Compatibility1 platformsSourceDeclared in the catalog source record
    Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

    Pinned source

    Provenance and original SKILL.md

    Repository
    omarluq/librecode
    Skill path
    .librecode/skills/golang-samber-mo/SKILL.md
    Commit
    55976d67b4363001b349a5adb9f9b87b27d0bfcd
    License
    MIT
    Collected
    2026-08-25
    Default branch
    main
    View the original SKILL.md

    Persona: You are a Go engineer bringing functional programming safety to Go. You use monads to make impossible states unrepresentable — nil checks become type constraints, error handling becomes composable pipelines.

    Thinking mode: Use ultrathink when designing multi-step Option/Result/Either pipelines. Wrong type choice creates unnecessary wrapping/unwrapping that defeats the purpose of monads.

    samber/mo — Monads and Functional Abstractions for Go

    Go 1.18+ library providing type-safe monadic types with zero dependencies. Inspired by Scala, Rust, and fp-ts.

    Official Resources:

    This skill is not exhaustive. Please refer to library documentation and code examples for more information. Context7 can help as a discoverability platform.

    go get github.com/samber/mo
    

    For an introduction to functional programming concepts and why monads are valuable in Go, see Monads Guide.

    Core Types at a Glance

    TypePurposeThink of it as...
    Option[T]Value that may be absentRust's Option, Java's Optional
    Result[T]Operation that may failRust's Result<T, E>, replaces (T, error)
    Either[L, R]Value of one of two typesScala's Either, TypeScript discriminated union
    EitherX[L, R]Value of one of X typesScala's Either, TypeScript discriminated union
    Future[T]Async value not yet availableJavaScript Promise
    IO[T]Lazy synchronous side effectHaskell's IO
    Task[T]Lazy async computationfp-ts Task
    State[S, A]Stateful computationHaskell's State monad

    Option[T] — Nullable Values Without nil

    Represents a value that is either present (Some) or absent (None). Eliminates nil pointer risks at the type level.

    import "github.com/samber/mo"
    
    name := mo.Some("Alice")          // Option[string] with value
    empty := mo.None[string]()        // Option[string] without value
    fromPtr := mo.PointerToOption(ptr) // nil pointer -> None
    
    // Safe extraction
    name.OrElse("Anonymous")  // "Alice"
    empty.OrElse("Anonymous")  // "Anonymous"
    
    // Transform if present, skip if absent
    upper := name.Map(func(s string) (string, bool) {
        return strings.ToUpper(s), true
    })
    

    Key methods: Some, None, Get, MustGet, OrElse, OrEmpty, Map, FlatMap, Match, ForEach, ToPointer, IsPresent, IsAbsent.

    Option implements json.Marshaler/Unmarshaler, sql.Scanner, driver.Valuer — use it directly in JSON structs and database models.

    For full API reference, see Option Reference.

    Result[T] — Error Handling as Values

    Represents success (Ok) or failure (Err). Equivalent to Either[error, T] but specialized for Go's error pattern.

    // Wrap Go's (value, error) pattern
    result := mo.TupleToResult(os.ReadFile("config.yaml"))
    
    // Same-type transform — errors short-circuit automatically
    upper := mo.Ok("hello").Map(func(s string) (string, error) {
        return strings.ToUpper(s), nil
    })
    // Ok("HELLO")
    
    // Extract with fallback
    val := upper.OrElse("default")
    

    Go limitation: Direct methods (.Map, .FlatMap) cannot change the type parameter — Result[T].Map returns Result[T], not Result[U]. Go methods cannot introduce new type parameters. For type-changing transforms (e.g. Result[[]byte] to Result[Config]), use sub-package functions or mo.Do:

    import "github.com/samber/mo/result"
    
    // Type-changing pipeline: []byte -> Config -> ValidConfig
    parsed := result.Pipe2(
        mo.TupleToResult(os.ReadFile("config.yaml")),
        result.Map(func(data []byte) Config { return parseConfig(data) }),
        result.FlatMap(func(cfg Config) mo.Result[ValidConfig] { return validate(cfg) }),
    )
    

    Key methods: Ok, Err, Errf, TupleToResult, Try, Get, MustGet, OrElse, Map, FlatMap, MapErr, Match, ForEach, ToEither, IsOk, IsError.

    For full API reference, see Result Reference.

    Either[L, R] — Discriminated Union of Two Types

    Represents a value that is one of two possible types. Unlike Result, neither side implies success or failure — both are valid alternatives.

    // API that returns either cached data or fresh data
    func fetchUser(id string) mo.Either[CachedUser, FreshUser] {
        if cached, ok := cache.Get(id); ok {
            return mo.Left[CachedUser, FreshUser](cached)
        }
        return mo.Right[CachedUser, FreshUser](db.Fetch(id))
    }
    
    // Pattern match
    result.Match(
        func(cached CachedUser) mo.Either[CachedUser, FreshUser] { /* use cached */ },
        func(fresh FreshUser) mo.Either[CachedUser, FreshUser] { /* use fresh */ },
    )
    

    When to use Either vs Result: Use Result[T] when one path is an error. Use Either[L, R] when both paths are valid alternatives (cached vs fresh, left vs right, strategy A vs B).

    Either3[T1, T2, T3], Either4, and Either5 extend this to 3-5 type variants.

    For full API reference, see Either Reference.

    Do Notation — Imperative Style with Monadic Safety

    mo.Do wraps imperative code in a Result, catching panics from MustGet() calls:

    result := mo.Do(func() int {
        // MustGet panics on None/Err — Do catches it as Result error
        a := mo.Some(21).MustGet()
        b := mo.Ok(2).MustGet()
        return a * b  // 42
    })
    // result is Ok(42)
    
    result := mo.Do(func() int {
        val := mo.None[int]().MustGet()  // panics
        return val
    })
    // result is Err("no such element")
    

    Do notation bridges imperative Go style with monadic safety — write straight-line code, get automatic error propagation.

    Pipeline Sub-Packages vs Direct Chaining

    samber/mo provides two ways to compose operations:

    Direct methods (.Map, .FlatMap) — work when the output type equals the input type:

    opt := mo.Some(42)
    doubled := opt.Map(func(v int) (int, bool) {
        return v * 2, true
    })  // Option[int]
    

    Sub-package functions (option.Map, result.Map) — required when the output type differs from input:

    import "github.com/samber/mo/option"
    
    // int -> string type change: use sub-package Map
    strOpt := option.Map(func(v int) string {
        return fmt.Sprintf("value: %d", v)
    })(mo.Some(42))  // Option[string]
    

    Pipe functions (option.Pipe3, result.Pipe3) — chain multiple type-changing transformations readably:

    import "github.com/samber/mo/option"
    
    result := option.Pipe3(
        mo.Some(42),
        option.Map(func(v int) string { return strconv.Itoa(v) }),
        option.Map(func(s string) []byte { return []byte(s) }),
        option.FlatMap(func(b []byte) mo.Option[string] {
            if len(b) > 0 { return mo.Some(string(b)) }
            return mo.None[string]()
        }),
    )
    

    Rule of thumb: Use direct methods for same-type transforms. Use sub-package functions + pipes when types change across steps.

    For detailed pipeline API reference, see Pipelines Reference.

    Common Patterns

    JSON API responses with Option

    type UserResponse struct {
        Name     string            `json:"name"`
        Nickname mo.Option[string] `json:"nickname"`  // omits null gracefully
        Bio      mo.Option[string] `json:"bio"`
    }
    

    Database nullable columns

    type User struct {
        ID       int
        Email    string
        Phone    mo.Option[string]  // implements sql.Scanner + driver.Valuer
    }
    
    err := row.Scan(&u.ID, &u.Email, &u.Phone)
    

    Wrapping existing Go APIs

    // Convert map lookup to Option
    func MapGet[K comparable, V any](m map[K]V, key K) mo.Option[V] {
        return mo.TupleToOption(m[key])  // m[key] returns (V, bool)
    }
    

    Uniform extraction with Fold

    mo.Fold works uniformly across Option, Result, and Either via the Foldable interface:

    str := mo.Fold[error, int, string](
        mo.Ok(42),  // works with Option, Result, or Either
        func(v int) string { return fmt.Sprintf("got %d", v) },
        func(err error) string { return "failed" },
    )
    // "got 42"
    

    Best Practices

    1. Prefer OrElse over MustGetMustGet panics on absent/error values; use it only inside mo.Do blocks where panics are caught, or when you are certain the value exists
    2. Use TupleToResult at API boundaries — convert Go's (T, error) to Result[T] at the boundary, then chain with Map/FlatMap inside your domain logic
    3. Use Result[T] for errors, Either[L, R] for alternatives — Result is specialized for success/failure; Either is for two valid types
    4. Option for nullable fields, not zero valuesOption[string] distinguishes "absent" from "empty string"; use plain string when empty string is a valid value
    5. Chain, don't nestresult.Map(...).FlatMap(...).OrElse(default) reads left-to-right; avoid nested if/else patterns when monadic chaining is cleaner
    6. Use sub-package pipes for multi-step type transformations — when 3+ steps each change the type, option.Pipe3(...) is more readable than nested function calls

    For advanced types (Future, IO, Task, State), see Advanced Types Reference.

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

    Cross-References

    • -> See samber/cc-skills-golang@golang-samber-lo skill for functional collection transforms (Map, Filter, Reduce on slices) that compose with mo types
    • -> See samber/cc-skills-golang@golang-error-handling skill for idiomatic Go error handling patterns
    • -> See samber/cc-skills-golang@golang-safety skill for nil-safety and defensive Go coding
    • -> See samber/cc-skills-golang@golang-database skill for database access patterns
    • -> See samber/cc-skills-golang@golang-design-patterns skill for functional options and other Go patterns

    Frequently asked questions

    What to verify before installation and use

    What does the golang-samber-mo source document cover?

    Go 1.18+ library providing type-safe monadic types with zero dependencies. Inspired by Scala, Rust, and fp-ts.

    How do I install golang-samber-mo?

    The source record exposes this install command: npx skills add https://github.com/omarluq/librecode --skill ".librecode/skills/golang-samber-mo". Inspect the command and pinned source before running it.

    Which Agent platforms does the source record declare?

    The pinned source record declares support for: claude code.

    Which permission-related actions were detected?

    Static rules flagged exec-script, read-files, network in the source; the page lists the matching lines and excerpts.

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