This skill should be used when the user is working with Effect-TS, asks to "write Effect code", "use Effect", "functional TypeScript", "handle errors with Effect", "dependency injection Effect", "Effect Layer", or needs expert-level guidance on Effect-TS patterns, error handling, concurrency, and best practices.
Expert-level guidance for Effect-TS functional programming with typed errors, dependency injection, concurrency, and production-ready patterns.
Effect<Success, Error, Requirements>
// ^ ^ ^
// | | └── Services/dependencies needed (Context)
// | └────────── Typed error channel
// └─────────────────── Success value type
Key insight: Effects are lazy descriptions of computations. They don't execute until run.
import { Effect } from "effect"
// From pure values
const success = Effect.succeed(42)
const failure = Effect.fail(new Error("oops"))
// From sync code (may throw)
const sync = Effect.sync(() => JSON.parse(data))
const trySync = Effect.try({
try: () => JSON.parse(data),
catch: (e) => new ParseError(e)
})
// From async code
const promise = Effect.promise(() => fetch(url))
const tryPromise = Effect.tryPromise({
try: () => fetch(url).then(r => r.json()),
catch: (e) => new FetchError(e)
})
// From callbacks
const callback = Effect.async<string, Error>((resume) => {
someCallbackApi((err, result) => {
if (err) resume(Effect.fail(err))
else resume(Effect.succeed(result))
})
})
// Development/testing
Effect.runSync(effect) // Sync, throws on async/error
Effect.runPromise(effect) // Returns Promise<A>
Effect.runPromiseExit(effect) // Returns Promise<Exit<A, E>>
// Production (with runtime)
const runtime = ManagedRuntime.make(AppLayer)
await runtime.runPromise(effect)
import { Effect, pipe } from "effect"
// Using pipe (point-free style)
const program = pipe(
Effect.succeed(5),
Effect.map(n => n * 2),
Effect.flatMap(n => n > 5
? Effect.succeed(n)
: Effect.fail(new Error("too small"))
),
Effect.tap(n => Effect.log(`Result: ${n}`))
)
// Using Effect.gen (generator style - RECOMMENDED)
const program = Effect.gen(function* () {
const n = yield* Effect.succeed(5)
const doubled = n * 2
if (doubled <= 5) {
return yield* Effect.fail(new Error("too small"))
}
yield* Effect.log(`Result: ${doubled}`)
return doubled
})
Recommendation: Prefer Effect.gen for readability. Use pipe for simple transformations.
| Type | Use Case | Recovery | |------|----------|----------| | Typed Error | Domain failures (validation, not found, permissions) | Yes - caller can handle | | Defect | Bugs, invariant violations, unrecoverable | No - terminates fiber |
// Typed errors - tracked in type system
class NotFoundError extends Data.TaggedError("NotFoundError")<{
readonly id: string
}> {}
class ValidationError extends Data.TaggedError("ValidationError")<{
readonly message: string
}> {}
const findUser = (id: string): Effect.Effect<User, NotFoundError> =>
pipe(
db.query(id),
Effect.flatMap(user =>
user ? Effect.succeed(user) : Effect.fail(new NotFoundError({ id }))
)
)
// Defects - for bugs, not domain errors
const divide = (a: number, b: number): Effect.Effect<number> =>
b === 0
? Effect.die(new Error("Division by zero - this is a bug!"))
: Effect.succeed(a / b)
// Catch all errors
Effect.catchAll(effect, (error) => Effect.succeed(fallback))
// Catch specific tagged errors
Effect.catchTag(effect, "NotFoundError", (e) =>
Effect.succeed(defaultUser)
)
// Catch multiple tags
Effect.catchTags(effect, {
NotFoundError: (e) => Effect.succeed(defaultUser),
ValidationError: (e) => Effect.fail(new HttpError(400, e.message))
})
// Convert to Either (errors become Left)
Effect.either(effect) // Effect<Either<E, A>, never, R>
// Retry on failure
Effect.retry(effect, Schedule.recurs(3))
// DO: Use tagged errors with Schema
import { Schema } from "effect"
class ApiError extends Schema.TaggedError<ApiError>()("ApiError", {
status: Schema.Number,
message: Schema.String,
}) {}
// DON'T: Use plain Error or strings
Effect.fail(new Error("something went wrong")) // Loses type info
Effect.fail("error") // Not an Error type
import { Context, Effect, Layer } from "effect"
// 1. Define service interface
class UserRepository extends Context.Tag("UserRepository")<
UserRepository,
{
readonly findById: (id: string) => Effect.Effect<User, NotFoundError>
readonly save: (user: User) => Effect.Effect<void>
}
>() {}
// 2. Use in effects
const getUser = (id: string) => Effect.gen(function* () {
const repo = yield* UserRepository
return yield* repo.findById(id)
})
// Type: Effect<User, NotFoundError, UserRepository>
// 3. Create layer implementation
const UserRepositoryLive = Layer.succeed(UserRepository, {
findById: (id) => Effect.tryPromise(() => db.users.find(id)),
save: (user) => Effect.tryPromise(() => db.users.save(user))
})
// 4. Provide to run
const program = getUser("123")
const runnable = Effect.provide(program, UserRepositoryLive)
// Combines Tag + Layer in one declaration
class Logger extends Effect.Service<Logger>()("Logger", {
// Option 1: Sync implementation
sync: () => ({
log: (msg: string) => console.log(msg)
}),
// Option 2: Effect-based with dependencies
effect: Effect.gen(function* () {
const config = yield* Config
return {
log: (msg: string) => Effect.sync(() =>
console.log(`[${config.level}] ${msg}`)
)
}
}),
dependencies: [ConfigLive]
}) {}
// Use directly
const program = Logger.log("Hello")
// Access via Layer
Effect.provide(program, Logger.Default)
// Merge independent layers
const BaseLayer = Layer.merge(ConfigLive, LoggerLive)
// Provide dependencies
const DbLayer = Layer.provide(DatabaseLive, ConfigLive)
// Full composition
const AppLayer = pipe(
Layer.merge(ConfigLive, LoggerLive),
Layer.provideMerge(DatabaseLive),
Layer.provideMerge(UserRepositoryLive)
)
See references/layers.md for advanced patterns.
// Fork to run concurrently
const fiber = yield* Effect.fork(longRunningTask)
// Wait for result
const result = yield* Fiber.join(fiber)
// Interrupt
yield* Fiber.interrupt(fiber)
// Race - first to complete wins
const fastest = yield* Effect.race(task1, task2)
// All - run all, collect results
const results = yield* Effect.all([task1, task2, task3])
// All with concurrency limit
const results = yield* Effect.all(tasks, { concurrency: 5 })
// Ref - mutable reference
const counter = yield* Ref.make(0)
yield* Ref.update(counter, n => n + 1)
const value = yield* Ref.get(counter)
// Queue - bounded producer/consumer
const queue = yield* Queue.bounded<number>(100)
yield* Queue.offer(queue, 42)
const item = yield* Queue.take(queue)
// Semaphore - limit concurrent access
const sem = yield* Effect.makeSemaphore(3)
yield* sem.withPermits(1)(expensiveOperation)
// Deferred - one-shot signal
const deferred = yield* Deferred.make<string, Error>()
yield* Deferred.succeed(deferred, "done")
const value = yield* Deferred.await(deferred)
// Acquire/release pattern
const file = Effect.acquireRelease(
Effect.sync(() => fs.openSync(path, "r")), // acquire
(fd) => Effect.sync(() => fs.closeSync(fd)) // release
)
// Use with scoped
const program = Effect.scoped(
Effect.gen(function* () {
const fd = yield* file
return yield* readFile(fd)
})
)
// File automatically closed after scope
const program = Effect.gen(function* () {
yield* Effect.addFinalizer((exit) =>
Effect.log(`Cleanup: ${exit._tag}`)
)
// ... do work
})
const runnable = Effect.scoped(program)
| Operator | Purpose |
|----------|---------|
| Effect.map | Transform success value |
| Effect.flatMap | Chain effects (monadic bind) |
| Effect.tap | Side effect, keep original value |
| Effect.andThen | Sequence, can be value or effect |
| Effect.catchAll | Handle all errors |
| Effect.catchTag | Handle specific tagged error |
| Effect.provide | Inject dependencies |
| Effect.retry | Retry with schedule |
| Effect.timeout | Add timeout |
| Effect.fork | Run concurrently |
| Effect.all | Parallel execution |
| Scenario | Use |
|----------|-----|
| Transform value | Effect.map |
| Chain effects | Effect.flatMap or Effect.gen |
| Error recovery | Effect.catchTag / Effect.catchAll |
| Add logging | Effect.tap + Effect.log |
| Run in parallel | Effect.all with concurrency |
| Limit concurrency | Semaphore |
| Share mutable state | Ref |
| Producer/consumer | Queue |
| One-time signal | Deferred |
| Cleanup resources | Effect.acquireRelease |
references/error-handling.md - Typed errors, defects, recovery patternsreferences/layers.md - Dependency injection, service compositionreferences/concurrency.md - Fibers, synchronization, parallelismreferences/streams.md - Stream, Sink, Channel patternsreferences/schema.md - Validation, encoding/decodingreferences/testing.md - Test layers, mocking, vitest integrationreferences/config.md - Configuration managementreferences/anti-patterns.md - Common mistakes and fixesreferences/fp-ts-migration.md - Migration from fp-tsThis skill activates automatically when working with Effect-TS files or when the user mentions Effect, functional TypeScript, or typed errors.
Explicit invocation:
/effect-ts help me refactor this to use Effect
/effect-ts create a service with dependency injection
/effect-ts fix error handling in this code
npx skills add ojowwalker77/Effect-TS Expert下载完整 Skill 目录,包含 SKILL.md 及所有相关文件
Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Start voice calls via the OpenClaw voice-call plugin.
Notion API for creating and managing pages, databases, and blocks.
Gemini CLI for one-shot Q&A, summaries, and generation.
Category:developer