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- 2026년 7월 21일 11:53
- 감지된 SKILL.md 언어
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설치 방법
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
소스 파일 검토
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
메뉴
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/thiagofernandes1987-create/APEX --skill fp-ts-errors명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
Token-aware reasoning workflow with real tools: picks an operating mode to control cost, runs a structured pipeline (decompose → validate → verify → snapshot), and gives Claude Program-of-Thought, RK4/Euler, a code gate, and a safe skill router. Use when: multi-step or high-stakes tasks, real math, precise computation, audits, or the user mentions APEX, PoT, pipeline, or scientific mode.
**v00.33.0**: Ingested from antigravity-awesome-skills community repo
run multiple local CLI agents in parallel (separate tmux sessions)
SOC 직업 분류 기준
SKILL.md 표시 중
| name | fp-ts-errors |
| description | "When you want type-safe error handling in TypeScript" |
This skill teaches you how to handle errors without try/catch spaghetti. No academic jargon - just practical patterns for real problems.
The core idea: Errors are just data. Instead of throwing them into the void and hoping someone catches them, return them as values that TypeScript can track.
Exceptions are invisible in your types. They break the contract between functions.
// What this function signature promises:
function getUser(id: string): User
// What it actually does:
function getUser(id: string): User {
if (!id) throw new Error('ID required')
const user = db.find(id)
if (!user) throw new Error('User not found')
return user
}
// The caller has no idea this can fail
const user = getUser(id) // Might explode!
You end up with code like this:
// MESSY: try/catch everywhere
function processOrder(orderId: string) {
let order
try {
order = getOrder(orderId)
} catch (e) {
console.error('Failed to get order')
return null
}
let user
try {
user = getUser(order.userId)
} catch (e) {
console.error('Failed to get user')
return null
}
let payment
try {
payment = chargeCard(user.cardId, order.total)
} catch (e) {
console.error('Payment failed')
return null
}
return { order, user, payment }
}
import * as E from 'fp-ts/Either'
import { pipe } from 'fp-ts/function'
// Now TypeScript KNOWS this can fail
function getUser(id: string): E.Either<string, User> {
if (!id) return E.left('ID required')
const user = db.find(id)
if (!user) return E.left('User not found')
return E.right(user)
}
// The caller is forced to handle both cases
const result = getUser(id)
// result is Either<string, User> - error OR success, never both
Either<E, A> is simple: it holds either an error (E) or a value (A).
Left = error caseRight = success case (think "right" as in "correct")import * as E from 'fp-ts/Either'
// Creating values
const success = E.right(42) // Right(42)
const failure = E.left('Oops') // Left('Oops')
// Checking what you have
if (E.isRight(result)) {
console.log(result.right) // The success value
} else {
console.log(result.left) // The error
}
// Better: pattern match with fold
const message = pipe(
result,
E.fold(
(error) => `Failed: ${error}`,
(value) => `Got: ${value}`
)
)
// Wrap any throwing function with tryCatch
const parseJSON = (json: string): E.Either<Error, unknown> =>
E.tryCatch(
() => JSON.parse(json),
(e) => (e instanceof Error ? e : new Error(String(e)))
)
parseJSON('{"valid": true}') // Right({ valid: true })
parseJSON('not json') // Left(SyntaxError: ...)
// For functions you'll reuse, use tryCatchK
const safeParseJSON = E.tryCatchK(
JSON.parse,
(e) => (e instanceof Error ? e : new Error(String(e)))
)
import * as E from 'fp-ts/Either'
import { pipe } from 'fp-ts/function'
// Transform the success value
const doubled = pipe(
E.right(21),
E.map(n => n * 2)
) // Right(42)
// Transform the error
const betterError = pipe(
E.left('bad'),
E.mapLeft(e => `Error: ${e}`)
) // Left('Error: bad')
// Provide a default for errors
const value = pipe(
E.left('failed'),
E.getOrElse(() => 0)
) // 0
// Convert nullable to Either
const fromNullable = E.fromNullable('not found')
fromNullable(user) // Right(user) if exists, Left('not found') if null/undefined
The real power comes from chaining. Each step can fail, but you write it as a clean pipeline.
// MESSY: Each step can fail, nested try/catch everywhere
function processUserOrder(userId: string, productId: string): Result | null {
let user
try {
user = getUser(userId)
} catch (e) {
logError('User fetch failed', e)
return null
}
if (!user.isActive) {
logError('User not active')
return null
}
let product
try {
product = getProduct(productId)
} catch (e) {
logError('Product fetch failed', e)
return null
}
if (product.stock < 1) {
logError('Out of stock')
return null
}
let order
try {
order = createOrder(user, product)
} catch (e) {
logError('Order creation failed', e)
return null
}
return order
}
import * as E from 'fp-ts/Either'
import { pipe } from 'fp-ts/function'
// Each function returns Either<Error, T>
const getUser = (id: string): E.Either<string, User> => { ... }
const getProduct = (id: string): E.Either<string, Product> => { ... }
const createOrder = (user: User, product: Product): E.Either<string, Order> => { ... }
// Chain them together - first error stops the chain
const processUserOrder = (userId: string, productId: string): E.Either<string, Order> =>
pipe(
getUser(userId),
E.filterOrElse(
user => user.isActive,
() => 'User not active'
),
E.chain(user =>
pipe(
getProduct(productId),
E.filterOrElse(
product. >= ,
),
E.( (user, product))
)
)
)
processUserOrder = (: , : ): E.<, > =>
(
E.,
E.(, (userId)),
E.(
user.,
),
E.(, (productId)),
E.(
product. >= ,
),
E.( (user, product))
)
type ValidationError = { type: 'validation'; message: string }
type DbError = { type: 'db'; message: string }
const validateInput = (id: string): E.Either<ValidationError, string> => { ... }
const fetchFromDb = (id: string): E.Either<DbError, User> => { ... }
// chainW (W = "wider") automatically unions the error types
const process = (id: string): E.Either<ValidationError | DbError, User> =>
pipe(
validateInput(id),
E.chainW(validId => fetchFromDb(validId))
)
Sometimes you want ALL errors, not just the first one. Form validation is the classic example.
// MESSY: Manual error accumulation
function validateForm(form: FormData): { valid: boolean; errors: string[] } {
const errors: string[] = []
if (!form.email) {
errors.push('Email required')
} else if (!form.email.includes('@')) {
errors.push('Invalid email')
}
if (!form.password) {
errors.push('Password required')
} else if (form.password.length < 8) {
errors.push('Password too short')
}
if (!form.age) {
errors.push('Age required')
} else if (form.age < 18) {
errors.push('Must be 18+')
}
return { valid: errors.length === 0, errors }
}
import * as E from 'fp-ts/Either'
import * as NEA from 'fp-ts/NonEmptyArray'
import { sequenceS } from 'fp-ts/Apply'
import { pipe } from 'fp-ts/function'
// Errors as a NonEmptyArray (always at least one)
type Errors = NEA.NonEmptyArray<string>
// Create the applicative that accumulates errors
const validation = E.getApplicativeValidation(NEA.getSemigroup<string>())
// Validators that return Either<Errors, T>
const validateEmail = (email: string): E.Either<Errors, string> =>
!email ? E.left(NEA.of('Email required'))
: !email.includes('@') ? E.left(NEA.of('Invalid email'))
: E.right(email)
const validatePassword = (password: string): E.Either<Errors, > =>
!password ? E.(.())
: password. < ? E.(.())
: E.(password)
validateAge = (: | ): E.<, > =>
age === ? E.(.())
: age < ? E.(.())
: E.(age)
= () =>
(validation)({
: (form.),
: (form.),
: (form.)
})
({ : , : , : })
({ : , : , : })
interface FieldError {
field: string
message: string
}
type FormErrors = NEA.NonEmptyArray<FieldError>
const fieldError = (field: string, message: string): FormErrors =>
NEA.of({ field, message })
const formValidation = E.getApplicativeValidation(NEA.getSemigroup<FieldError>())
// Now errors know which field they belong to
const validateEmail = (email: string): E.Either<FormErrors, string> =>
!email ? E.left(fieldError('email', 'Required'))
: !email.includes('@') ? E.left(fieldError('email', 'Invalid format'))
: E.right(email)
// Easy to display in UI
const getFieldError = (errors: FormErrors, field: string): string |
errors.( e. === field)?.
For async operations that can fail, use TaskEither. It's like Either but for promises.
TaskEither<E, A> = a function that returns Promise<Either<E, A>>import * as TE from 'fp-ts/TaskEither'
import { pipe } from 'fp-ts/function'
// Wrap any async operation
const fetchUser = (id: string): TE.TaskEither<Error, User> =>
TE.tryCatch(
() => fetch(`/api/users/${id}`).then(r => r.json()),
(e) => (e instanceof Error ? e : new Error(String(e)))
)
// Chain async operations - just like Either
const getUserPosts = (userId: string): TE.TaskEither<Error, Post[]> =>
pipe(
fetchUser(userId),
TE.chain(user => fetchPosts(user.id))
)
// Execute when ready
const result = await ()()
// MESSY: try/catch mixed with promise chains
async function loadDashboard(userId: string) {
try {
const user = await fetchUser(userId)
if (!user) throw new Error('User not found')
let posts, notifications, settings
try {
[posts, notifications, settings] = await Promise.all([
fetchPosts(user.id),
fetchNotifications(user.id),
fetchSettings(user.id)
])
} catch (e) {
// Which one failed? Who knows!
console.error('Failed to load data', e)
return null
}
return { user, posts, notifications, settings }
} catch (e) {
console.error('Failed to load user', e)
return null
}
}
import * as TE from 'fp-ts/TaskEither'
import { sequenceS } from 'fp-ts/Apply'
import { pipe } from 'fp-ts/function'
const loadDashboard = (userId: string) =>
pipe(
fetchUser(userId),
TE.chain(user =>
pipe(
// Parallel fetch with sequenceS
sequenceS(TE.ApplyPar)({
posts: fetchPosts(user.id),
notifications: fetchNotifications(user.id),
settings: fetchSettings(user.id)
}),
TE.map(data => ({ user, ...data }))
)
)
)
// Execute and handle both cases
pipe(
loadDashboard('123'),
TE.fold(
(error) => T.of(renderError(error)),
T.((data))
)
)()
import * as T from 'fp-ts/Task'
import * as TE from 'fp-ts/TaskEither'
import { pipe } from 'fp-ts/function'
const retry = <E, A>(
task: TE.TaskEither<E, A>,
attempts: number,
delayMs: number
): TE.TaskEither<E, A> =>
pipe(
task,
TE.orElse((error) =>
attempts > 1
? pipe(
T.delay(delayMs)(T.of(undefined)),
T.chain(() => retry(task, attempts - 1, delayMs * 2))
)
: TE.left(error)
)
)
// Retry up to 3 times with exponential backoff
const fetchWithRetry = retry(fetchUser('123'), 3, 1000)
// Try cache first, fall back to API
const getUserData = (id: string) =>
pipe(
fetchFromCache(id),
TE.orElse(() => fetchFromApi(id)),
TE.orElse(() => TE.right(defaultUser)) // Last resort default
)
Real codebases have throwing functions, nullable values, and promises. Here's how to work with them.
import * as E from 'fp-ts/Either'
import * as O from 'fp-ts/Option'
// Direct conversion
const user = users.find(u => u.id === id) // User | undefined
const result = E.fromNullable('User not found')(user)
// From Option
const maybeUser: O.Option<User> = O.fromNullable(user)
const eitherUser = pipe(
maybeUser,
E.fromOption(() => 'User not found')
)
// Wrap at the boundary
const safeParse = <T>(schema: ZodSchema<T>) => (data: unknown): E.Either<ZodError, T> =>
E.tryCatch(
() => schema.parse(data),
(e) => e as ZodError
)
// Use throughout your code
const parseUser = safeParse(UserSchema)
const result = parseUser(rawData) // Either<ZodError, User>
import * as TE from 'fp-ts/TaskEither'
// Wrap external async functions
const fetchJson = <T>(url: string): TE.TaskEither<Error, T> =>
TE.tryCatch(
() => fetch(url).then(r => r.json()),
(e) => new Error(`Fetch failed: ${e}`)
)
// Wrap axios, prisma, any async library
const getUserFromDb = (id: string): TE.TaskEither<DbError, User> =>
TE.tryCatch(
() => prisma.user.findUniqueOrThrow({ where: { id } }),
(e) => ({ code: 'DB_ERROR', cause: e })
)
Sometimes you need a plain Promise for external APIs.
import * as TE from 'fp-ts/TaskEither'
import * as E from 'fp-ts/Either'
const myTaskEither: TE.TaskEither<Error, User> = fetchUser('123')
// Option 1: Get the Either (preserves both cases)
const either: E.Either<Error, User> = await myTaskEither()
// Option 2: Throw on error (for legacy code)
const toThrowingPromise = <E, A>(te: TE.TaskEither<E, A>): Promise<A> =>
te().then(E.fold(
(error) => Promise.reject(error),
(value) => Promise.resolve(value)
))
const user = await toThrowingPromise(fetchUser('123')) // Throws if Left
// Option 3: Default on error
const user = await (
(),
.( T.(defaultUser))
)()
interface ParsedInput {
id: number
name: string
tags: string[]
}
const parseInput = (raw: unknown): E.Either<string, ParsedInput> =>
pipe(
E.Do,
E.bind('obj', () =>
typeof raw === 'object' && raw !== null
? E.right(raw as Record<string, unknown>)
: E.left('Input must be an object')
),
E.bind('id', ({ obj }) =>
typeof obj.id === 'number'
? E.right(obj.id)
: E.left('id must be a number')
),
E.bind('name', ({ obj }) =>
typeof obj.name === 'string' && obj.name.length > 0
? E.right(obj.name)
: E.()
),
E.(,
.(obj.) && obj..( t === )
? E.(obj. [])
: E.()
),
E.( ({ id, name, tags }))
)
({ : , : , : [, ] })
({ : , : , : })
interface ApiError {
code: string
message: string
status?: number
}
const createApiError = (message: string, code = 'UNKNOWN', status?: number): ApiError =>
({ code, message, status })
const fetchWithErrorHandling = <T>(url: string): TE.TaskEither<ApiError, T> =>
pipe(
TE.tryCatch(
() => fetch(url),
() => createApiError('Network error', 'NETWORK')
),
TE.chain(response =>
response.ok
? TE.tryCatch(
() => response.json() as Promise<T>,
() => createApiError('Invalid JSON', 'PARSE')
)
: TE.left(createApiError(
`HTTP `,
response. === ? : ,
response.
))
)
)
= () =>
(
fetchWithErrorHandling<>(),
.(
{
(error.) {
: T.(())
: T.(())
: T.((error.))
}
},
T.((user))
)
)
import * as A from 'fp-ts/Array'
import * as E from 'fp-ts/Either'
import { pipe } from 'fp-ts/function'
interface ProcessResult<T> {
successes: T[]
failures: Array<{ item: unknown; error: string }>
}
// Process all, collect successes and failures separately
const processAllCollectErrors = <T, R>(
items: T[],
process: (item: T) => E.Either<string, R>
): ProcessResult<R> => {
const results = items.map((item, index) =>
pipe(
process(item),
E.mapLeft(error => ({ item, error, index }))
)
)
return {
successes: pipe(results, A.filterMap(E.toOption)),
failures: pipe(
results,
A.filterMap(r => E.isLeft(r) ? O.some(r.) : O.)
)
}
}
= () =>
(inputs, {
n = (input, )
(n) ? E.() : E.(n)
})
([, , , ])
import * as TE from 'fp-ts/TaskEither'
import * as T from 'fp-ts/Task'
import { pipe } from 'fp-ts/function'
interface BulkResult<T> {
succeeded: T[]
failed: Array<{ id: string; error: string }>
}
const bulkProcess = <T>(
ids: string[],
process: (id: string) => TE.TaskEither<string, T>
): T.Task<BulkResult<T>> =>
pipe(
ids,
A.map(id =>
pipe(
process(id),
TE.fold(
(error) => T.of({ type: 'failed' as const, id, error }),
(result) => T.of({ type: 'succeeded' , result })
)
)
),
T.,
T.( ({
: results
.((r): r is { : ; : T } => r. === )
.( r.),
: results
.((r): r is { : ; : ; : } => r. === )
.( ({ id, error }))
}))
)
= () =>
(userIds,
(
(id),
.( e.)
)
)
| Pattern | Use When | Example |
|---|---|---|
E.right(value) | Creating a success | E.right(42) |
E.left(error) | Creating a failure | E.left('not found') |
E.tryCatch(fn, onError) | Wrapping throwing code | E.tryCatch(() => JSON.parse(s), toError) |
E.fromNullable(error) | Converting nullable | E.fromNullable('missing')(maybeValue) |
E.map(fn) | Transform success | pipe(result, E.map(x => x * 2)) |
E.mapLeft(fn) | Transform error | pipe(result, E.mapLeft(addContext)) |
E.chain(fn) | Chain operations | pipe(getA(), E.chain(a => getB(a.id))) |
E.chainW(fn) | Chain with different error type | pipe(validate(), E.chainW(save)) |
E.fold(onError, onSuccess) | Handle both cases | E.fold(showError, showData) |
E.getOrElse(onError) | Extract with default | E.getOrElse(() => 0) |
E.filterOrElse(pred, onFalse) | Validate with error | E.filterOrElse(x => x > 0, () => 'must be positive') |
sequenceS(validation)({...}) | Collect all errors | Form validation |
All Either operations have TaskEither equivalents:
TE.right, TE.left, TE.tryCatchTE.map, TE.mapLeft, TE.chain, TE.chainWTE.fold, TE.getOrElse, TE.filterOrElseTE.orElse for fallbackschain stops at first error automaticallyfold to handle both cases when you're ready to actThe payoff: TypeScript tracks your errors, no more forgotten try/catch, clear control flow, and composable error handling.
Implement —