Agent skill · Audited from source
Effect Ts
skill · pedronauck/skillsLicence not declaredAudited 16 Oct 2026 · source 118e61cf1c61
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 118e61cf1c61 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Expert guide for writing Effect-TS code, including project setup, core principles, data modeling with Schema, error handling, and the Context.Tag service pattern. Use when writing, refactoring, or analyzing TypeScript…
Cite
Cite this page
ModelsAtlas. “Effect Ts (pedronauck/skills)”. Retrieved 16 Oct 2026. https://modelsatlas.com/skills/pedronauck/effect-ts
Trust audit
Audit 0.4.1 · source read 16 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha 118e61cf1c61 · 16 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherpedronauck GitHub userOwner of the repository this skill is read from
- Source folderpedronauck/skills/skills/curated/effect-tsThe exact folder we audited
- LicenceNot declaredAs the repository states it
- Commit pinned for this verdict118e61cf1c61A new audit runs when the source changes
- Repository statusNot archivedLast push 31 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Expert guide for writing Effect-TS code, including project setup, core principles, data modeling with Schema, error handling, and the Context.Tag service pattern. Use when writing, refactoring, or analyzing TypeScript…
---
name: effect-ts
description: Expert guide for writing Effect-TS code, including project setup, core principles, data modeling with Schema, error handling, and the Context.Tag service pattern. Use when writing, refactoring, or analyzing TypeScript code using the Effect library.
allowed-tools: Read, Grep, Glob
---
# Effect-TS Developer Guide
Guidelines, patterns, and best practices for Effect-TS in this project.
## Reference Documents
Read the relevant reference before writing code. `references/core-patterns.md` is the master index.
| Reference | Topics |
|---|---|
| `references/foundations.md` | Setup, imports, TypeScript config |
| `references/construction-and-style.md` | `Effect.gen`, `pipe`, `Effect.fn`, `Effect.fnUntraced` |
| `references/schema-errors-config.md` | Schema modeling, errors, config, retry |
| `references/pattern-matching.md` | **`Match.type`, `Match.value`, `Match.tag`, `Match.exhaustive`** — mandatory for tagged unions |
| `references/control-flow-and-runtime.md` | `Effect.if`, `Effect.when`, loops, `runSync`, `runPromise`, `ManagedRuntime` |
| `references/data-types.md` | **All data types**: `Option`, `Either`, `Data`, `Exit`, `Cause`, `Duration`, `DateTime`, `BigDecimal`, `Chunk`, `HashSet`, `Redacted` |
| `references/data-and-testing.md` | Option/Either/Array quick ref, `@effect/vitest` setup |
| `references/concurrency-and-resources.md` | Concurrency, `Scope`, finalizers, resources |
| `references/streams-deep-dive.md` | Creating, operations, grouping, partitioning, broadcasting, buffering, throttling, error handling |
| `references/sink.md` | Sink constructors, collecting, folding, operations, concurrency, leftovers, `Stream.transduce` |
| `references/batching-and-caching.md` | Request batching (`RequestResolver`), `cachedWithTTL` |
| `references/schema-transforms-and-filters.md` | `Schema.transform`, `Schema.filter`, refinements |
| `references/api-platform-observability.md` | `HttpApi`, logging, tracing, spans |
| `references/class-patterns.md` | `Context.Tag` service pattern, layers, memoization, testing |
| `references/error-handling-patterns.md` | `Data.TaggedError`, `Schema.TaggedError`, error composition, recovery |
| `references/library-development-patterns.md` | Forbidden patterns, `Effect.fn` vs `Effect.fnUntraced`, resource management |
| `references/testing-patterns.md` | `@effect/vitest` with `assert`, `TestClock`, service mocking |
| `references/quality-tooling-and-resources.md` | Anti-patterns, validation checklist, packages |
## Core Principles
1. **Effect is not just for async** — Use `Effect` for any fallible operation
2. **Immutability** — Use Effect's immutable data structures (`Data`, `Chunk`, `HashSet`)
3. **Type Safety** — Track errors in types. No `any` or `unknown` in error channels
4. **Composition** — Build programs by composing small Effects
5. **Schema-First** — Define data models using `Schema` with branded types
6. **Pattern Matching** — Use `Match` for all branching over tagged unions (never `switch`/`if-else` on `_tag`)
7. **Effect Data Types** — Use `Option` (not null), `Either` (not ad-hoc), `Duration` (not raw ms), `DateTime` (not Date), `BigDecimal` (not floats), `Redacted` (for secrets). See `references/data-types.md`
## Quick Reference
### Import Convention
```typescript
import * as Context from "effect/Context";
import * as Effect from "effect/Effect";
import * as Layer from "effect/Layer";
import * as Schema from "effect/Schema";
import * as Match from "effect/Match";
import * as Option from "effect/Option";
import * as Either from "effect/Either";
import * as Data from "effect/Data";
import * as Duration from "effect/Duration";
import { pipe } from "effect/Function";
// Also: DateTime, BigDecimal, Chunk, HashSet, Exit, Cause, Redacted
```
### Effect.gen vs pipe vs Effect.fn
```typescript
// Effect.gen — complex logic with branching
Effect.gen(function* () {
const user = yield* fetchUser(id);
if (user.isAdmin) yield* logAdminAccess(user);
return user;
});
// pipe — linear transformations
pipe(fetchData(), Effect.map(transform), Effect.flatMap(save));
// Effect.fn — traced reusable functions (public API)
const processUser = Effect.fn("processUser")(function* (userId: string) {
const user = yield* getUser(userId);
return yield* processData(user);
});
```
### Error Handling
`Data.TaggedError` for in-process discrimination, `Schema.TaggedError` for serializable errors. See `references/error-handling-patterns.md`.
```typescript
export class NotFoundError extends Data.TaggedError("NotFoundError")<{
id: string;
}> {}
// Recovery
pipe(riskyOp, Effect.catchTag("NotFoundError", (e) => Effect.succeed(null)));
```
### Pattern Matching (Mandatory for Tagged Unions)
**Always use `Match`** — `Match.exhaustive` catches missing cases at compile time. See `references/pattern-matching.md`.
```typescript
// Match.type — reusable matcher function
const handle = Match.type<Status>().pipe(
Match.tag("Pending", (s) => `Pending since ${s.requestedAt}`),
Match.tag("Approved", (s) => `Approved by ${s.approvedBy}`),
Match.exhaustive // Compile error if any variant is missing
);
// Match.valueTags — shorthand for immediate matching
Match.valueTags(status, {
Pending: (s) => `Pending since ${s.requestedAt}`,
Approved: (s) => `Approved by ${s.approvedBy}`,
});
```
### Service Pattern (Context.Tag)
See `references/class-patterns.md` for full pattern with factory methods and layers.
```typescript
export class MyService extends Context.Tag("@myapp/MyService")<
MyService,
{ readonly find: (id: string) => Effect.Effect<Result, NotFoundError> }
>() {
static readonly layer = Layer.effect(MyService, Effect.gen(function* () {
const db = yield* Database;
return MyService.of({ find: MyService.createFind(db) });
}));
}
```
### Testing
**CRITICAL**: Use `assert` from `@effect/vitest` for `it.effect`. Never `expect` with `it.effect`. See `references/testing-patterns.md`.
```typescript
import { assertExcerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 118e61c
git clone https://github.com/pedronauck/skills git -C skills checkout 118e61cf1c61
The author documents no install command, so this uses the repository directly. Our verdict covers commit 118e61cf1c61 only.
Works in which agents?
What its own text says, not a test
| Agent | Status | More |
|---|---|---|
| Cursor | Mentioned in its text, not tested | Skills for Cursor · About Cursor |
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
118e61cf1c61
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Sources
- github.com/pedronauck/skills/tree/main/skills/curated/effect-ts — the audited source at commit 118e61cf1c61 and every finding aboveObserved · 16 Oct 2026
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- What does the Effect Ts skill do?
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