Skill.md
- SKILL.md
--- name: dsl-vm-reverse description: Reverse JavaScript-based custom DSL/VM interpreters and risk-control engines: identify IIFE/switch-based opcode dispatch, extract opcode tables, and capture runtime semantics. ---
Skill.md
Quick reference for pipe and flow. Use when user needs to chain functions, compose operations, or build data pipelines in fp-ts.
SKILL.md
---
name: fp-pipe-ref
description: Quick reference for pipe and flow. Use when user needs to chain functions, compose operations, or build data pipelines in fp-ts.
risk: none
source: community
date_added: "2026-09-04"
version: 1.0.0
tags: [fp-ts, pipe, flow, composition, quick-reference]
---
# pipe & flow Quick Reference
## pipe - Transform a Value
```typescript
import { pipe } from 'fp-ts/function'
// pipe(startValue, fn1, fn2, fn3)
// = fn3(fn2(fn1(startValue)))
const result = pipe(
' hello world ',
s => s.trim(),
s => s.toUpperCase(),
s => s.split(' ')
)
// ['HELLO', 'WORLD']
```
## flow - Create Reusable Pipeline
```typescript
import { flow } from 'fp-ts/function'
// flow(fn1, fn2, fn3) returns a new function
const process = flow(
(s: string) => s.trim(),
s => s.toUpperCase(),
s => s.split(' ')
)
process(' hello world ') // ['HELLO', 'WORLD']
process(' foo bar ') // ['FOO', 'BAR']
```
## When to Use
| Use | When |
|-----|------|
| `pipe` | Transform a specific value now |
| `flow` | Create reusable transformation |
## With fp-ts Types
```typescript
import * as O from 'fp-ts/Option'
import * as A from 'fp-ts/Array'
// Option chain
pipe(
O.fromNullable(user),
O.map(u => u.email),
O.getOrElse(() => 'no email')
)
// Array chain
pipe(
users,
A.filter(u => u.active),
A.map(u => u.name)
)
```
## Common Pattern
```typescript
// Data last enables partial application
const getActiveNames = flow(
A.filter((u: User) => u.active),
A.map(u => u.name)
)
// Reuse anywhere
getActiveNames(users1)
getActiveNames(users2)
```
## 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.
Use when user needs to chain functions, compose operations, or build data pipelines in fp-ts.