---
name: fp-async
description: Practical async patterns using TaskEither - clean pipelines instead of try/catch hell, with real API examples
risk: critical
source: community
date_added: "2026-03-06"
version: 1.0.0
author: kadu
tags:
  - fp-ts
  - typescript
  - async
  - error-handling
  - practical
  - promises
  - api
  - fetch
---

# Practical Async Patterns with fp-ts

Stop writing nested try/catch blocks. Stop losing error context. Start building clean async pipelines that handle errors properly.

**TaskEither is simply an async operation that tracks success or failure.** That's it. No fancy terminology needed.

## Detailed Guide

Read [the detailed guide](references/detailed-guide.md) before executing this skill. It retains the complete procedure and reference material. Treat its safety, prerequisites, and validation requirements as mandatory. For focused work, load the relevant sections; for end-to-end work, read the guide completely.

## When to Use
- You need async error handling in TypeScript with `TaskEither`.
- The task involves wrapping Promises, composing API calls, or replacing nested `try/catch` flows.
- You want practical fp-ts async patterns instead of academic explanations.

```typescript
// TaskEither<Error, User> means:
// "An async operation that either fails with Error or succeeds with User"
```

---

## 5. Real API Examples

### Complete Fetch Wrapper

```typescript
// types.ts
interface ApiError {
  code: string
  message: string
  status: number
  details?: unknown
}

// api.ts
const createApiError = (
  code: string,
  message: string,
  status: number,
  details?: unknown
): ApiError => ({ code, message, status, details })

const request = <T>(
  url: string,
  options: RequestInit = {}
): TE.TaskEither<ApiError, T> =>
  TE.tryCatch(
    async () => {
      const headers = new Headers(options.headers)
      if (options.body != null && !headers.has('Content-Type')) headers.set('Content-Type', 'application/json')
      const response = await fetch(url, {
        ...options, headers,
        signal: options.signal ?? AbortSignal.timeout(10000),
      })

      if (!response.ok) {
        const parsed: unknown = await response.json().catch(() => ({}))
        const body = typeof parsed === 'object' && parsed !== null
          ? parsed as Record<string, unknown> : {}
        throw createApiError(
          typeof body.code === 'string' ? body.code : 'HTTP_ERROR',
          typeof body.message === 'string' ? body.message : response.statusText,
          response.status,
          body
        )
      }

      // Handle 204 No Content
      if (response.status === 204) {
        throw createApiError("EMPTY_RESPONSE", "Expected JSON; use a separate void decoder for 204", 204)
      }

      return response.json() // Decode unknown with a runtime schema before trusting T
    },
    (error): ApiError => {
      if (typeof error === 'object' && error !== null && 'code' in error) {
        return error as ApiError
      }
      return createApiError(
        'NETWORK_ERROR',
        error instanceof Error ? error.message : 'Request failed',
        0
      )
    }
  )

// API client
const api = {
  get: <T>(url: string) => request<T>(url),

  post: <T>(url: string, body: unknown) =>
    request<T>(url, {
      method: 'POST',
      body: JSON.stringify(body)
    }),

  put: <T>(url: string, body: unknown) =>
    request<T>(url, {
      method: 'PUT',
      body: JSON.stringify(body)
    }),

  delete: (url: string) =>
    request<void>(url, { method: 'DELETE' }),
}

// Usage
const getUser = (id: string) => api.get<User>(`/api/users/${encodeURIComponent(id)}`)
const createUser = (data: CreateUserDto) => api.post<User>('/api/users', data)
const updateUser = (id: string, data: UpdateUserDto) => api.put<User>(`/api/users/${encodeURIComponent(id)}`, data)
const deleteUser = (id: string) => api.delete(`/api/users/${encodeURIComponent(id)}`)
```

### Database Operations (Prisma Example)

```typescript
import { PrismaClient, Prisma } from '@prisma/client'

type DbError =
  | { _tag: 'NotFound'; entity: string; id: string }
  | { _tag: 'UniqueViolation'; field: string }
  | { _tag: 'ConnectionError'; cause: unknown }

const prisma = new PrismaClient()

const wrapPrisma = <T>(
  operation: () => Promise<T>
): TE.TaskEither<DbError, T> =>
  TE.tryCatch(
    operation,
    (error): DbError => {
      if (error instanceof Prisma.PrismaClientKnownRequestError) {
        if (error.code === 'P2002') {
          const target = error.meta?.target
          const field = Array.isArray(target) && target.every(x => typeof x === 'string')
            ? target.join(', ') : 'unknown'
          return { _tag: 'UniqueViolation', field }
        }
        if (error.code === 'P2025') {
          return { _tag: 'NotFound', entity: 'Record', id: 'unknown' }
        }
      }
      return { _tag: 'ConnectionError', cause: error }
    }
  )

// Repository pattern
const userRepository = {
  findById: (id: string): TE.TaskEither<DbError, User> =>
    pipe(
      wrapPrisma(() => prisma.user.findUnique({ where: { id } })),
      TE.chain(user =>
        user
          ? TE.right(user)
          : TE.left({ _tag: 'NotFound', entity: 'User', id })
      )
    ),

  findByEmail: (email: string): TE.TaskEither<DbError, User | null> =>
    wrapPrisma(() => prisma.user.findUnique({ where: { email } })),

  create: (data: CreateUserInput): TE.TaskEither<DbError, User> =>
    wrapPrisma(() => prisma.user.create({ data })),

  update: (id: string, data: UpdateUserInput): TE.TaskEither<DbError, User> =>
    wrapPrisma(() => prisma.user.update({ where: { id }, data })),

  delete: (id: string): TE.TaskEither<DbError, void> =>
    pipe(
      wrapPrisma(() => prisma.user.delete({ where: { id } })),
      TE.map(() => undefined)
    ),
}

// Service using repository
const createUserService = (input: CreateUserInput) =>
  pipe(
    // Check email doesn't exist
    userRepository.findByEmail(input.email),
    TE.chain(existing =>
      existing
        ? TE.left({ _tag: 'UniqueViolation' as const, field: 'email' })
        : TE.right(undefined)
    ),
    // Create user
    TE.chain(() => userRepository.create(input))
  )
```

### File Operations (Node.js)

```typescript
import * as fs from 'fs/promises'
import * as path from 'path'

type FileError =
  | { _tag: 'NotFound'; path: string }
  | { _tag: 'PermissionDenied'; path: string }
  | { _tag: 'IoError'; cause: unknown }

const toFileError = (error: unknown, filePath: string): FileError => {
  if (error instanceof Error) {
    if ('code' in error) {
      if (error.code === 'ENOENT') return { _tag: 'NotFound', path: filePath }
      if (error.code === 'EACCES') return { _tag: 'PermissionDenied', path: filePath }
    }
  }
  return { _tag: 'IoError', cause: error }
}

const readFile = (filePath: string): TE.TaskEither<FileError, string> =>
  TE.tryCatch(
    () => fs.readFile(filePath, 'utf-8'),
    (e) => toFileError(e, filePath)
  )

const writeFile = (filePath: string, content: string): TE.TaskEither<FileError, void> =>
  TE.tryCatch(
    () => fs.writeFile(filePath, content, 'utf-8'),
    (e) => toFileError(e, filePath)
  )

const readJson = <T>(filePath: string): TE.TaskEither<FileError | { _tag: 'ParseError'; cause: unknown }, T> =>
  pipe(
    readFile(filePath),
    TE.chainW(content =>
      TE.tryCatch(
        () => Promise.resolve(JSON.parse(content)),
        (e): { _tag: 'ParseError'; cause: unknown } => ({ _tag: 'ParseError', cause: e })
      )
    )
  )

// Usage: Load config with fallback
const loadConfig = () =>
  pipe(
    readJson<Config>('./config.json'),
    TE.orElse(() => readJson<Config>('./config.default.json')),
    TE.getOrElse(() => T.of(defaultConfig))
  )
```

---

## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

## Execution and data boundaries

These are separate fp-ts 2.x teaching fragments, with omitted imports, domain types, runtime decoders and application helpers. TaskEither is lazy: calling the returned task again repeats effects, and a pre-created Promise is not a fresh retry. The corrected batch traversal is sequential between batches; parallel traversal does not cancel in-flight work. Validate unknown JSON instead of asserting a generic T, and handle no-content responses through an explicit void decoder.

A pipeline is not a database transaction or payment saga: preserve inventory checks, use durable/provider idempotency, and reconcile failed shipment or ambiguous charge outcomes. Keep uniqueness constraints even after a pre-check. Retry only classified transient, safely repeatable operations with an overall deadline and jitter; the generic example retries every Left. Do not recover authorization, malformed security configuration or invalid data with defaults; branch on typed status rather than message substrings. File paths need an authorized root, and writes currently overwrite existing files. Map errors to safe public status/messages without serializing raw causes or database details.