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Get Started Free →Quick reference for pipe and flow. Use when user needs to chain functions, compose operations, or build data pipelines in fp-ts.
.claude/skills/fp-pipe-ref/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | — | — |
| case-01 | ✗→✗ | = Same ✗ | — | — |
| case-18 | ✗→✗ | = Same ✗ | — | — |
| case-04 | ✗→✗ | = Same ✗ | — | — |
| case-15 | ✗→✗ | = Same ✗ | — | — |
typescriptimport { 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']
typescriptimport { 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']
| Use | When | |-----|------| | pipe | Transform a specific value now | | flow | Create reusable transformation |
typescriptimport * 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) )
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)
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-18 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-04 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-15 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-09 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-14 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-16 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-22 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-12 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-03 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-11 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-19 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-05 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-10 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-02 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-20 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-13 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-17 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-21 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-06 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-07 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-08 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +5 percentage points is the difference between those two pass rates over the 22 comparable cases.
The per-case answers from this run were removed by the retention sweep, so the case table below shows the verdicts without the text either arm produced. The counts above were recorded at the time and are unaffected. Answers are now kept for 180 days.
Other measured skills in the registry, with their headline benchmark lift.