Use when building or reviewing a GraphQL API in Go. Covers library choice
Scanned 9/6/2026
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---
name: go-graphql
description: Use when building or reviewing a GraphQL API in Go. Covers library choice
(gqlgen vs graph-gophers), schema design (nullability, pagination, mutation envelopes),
thin resolver pattern, per-request DataLoaders for N+1, authentication via context
plus schema directives, error presenters, subscription lifecycle (context cancellation),
and production hardening (complexity limits, introspection gating). Apply when working
with github.com/99designs/gqlgen or github.com/graph-gophers/graphql-go.
user-invocable: false
license: MIT
compatibility: Designed for Claude Code or similar AI coding agents. Requires Go 1.21+.
gqlgen v0.17+ or graph-gophers/graphql-go v1.5+.
allowed-tools: Read Edit Write Glob Grep Bash(go:*) Bash(golangci-lint:*)
metadata:
openclaw:
emoji: 🌐
homepage: https://github.com/muratmirgun/gophers
requires:
bins:
- go
install: []
---
# Go GraphQL
Both production-grade Go GraphQL libraries are schema-first: write SDL (`.graphql`), bind Go resolvers. Pick the library, write the schema deliberately, and treat DataLoaders + complexity limits as non-optional.
## Core Rules
1. **Schema is the contract.** Design nullability and pagination once; clients depend on it forever. A change from nullable to non-null is a breaking change.
2. **Resolvers are thin.** Translate GraphQL input → domain call → GraphQL output. No SQL, no business logic.
3. **DataLoaders are per-request.** Construct in HTTP middleware, stash in `context`. A package-level DataLoader is a cross-tenant data leak.
4. **Authenticate in middleware, authorize in the schema.** HTTP middleware extracts identity; schema directives (or resolver checks) enforce per-field rules.
5. **Subscriptions respect context.** Every subscription goroutine selects on `ctx.Done()` and `defer close(ch)`. Otherwise a disconnected client leaks a goroutine forever.
6. **Production limits are non-optional.** Set complexity caps; gate introspection by environment; never expose raw internal errors.
## Library Decision
| Library | Approach | Type safety | Build step | Pick when |
|---|---|---|---|---|
| `github.com/99designs/gqlgen` | Codegen | Compile-time | `go generate` | Large schemas, Federation, strict types |
| `github.com/graph-gophers/graphql-go` | Reflection | Parse-time | None | Small/medium schemas, simple pipeline |
| `github.com/graphql-go/graphql` | Code-first | Runtime | None | **Avoid** — verbose, no SDL |
> Read [references/gqlgen.md](../../../skills/go-graphql/references/gqlgen.md) for the codegen workflow, `gqlgen.yml`, DataLoaders, and Federation.
> Read [references/graph-gophers.md](../../../skills/go-graphql/references/graph-gophers.md) for the reflection model, type mapping, and tracing.
## Schema Design
```graphql
type User {
id: ID! # opaque scalar; never expose Int
email: String! # server can always return this → non-null
bio: String # may be unset → nullable
posts(first: Int = 10, after: String): PostConnection!
}
type CreateUserPayload { # mutation envelope: business errors as data
user: User
errors: [UserError!]!
}
type PostConnection { # Relay cursor pagination
edges: [PostEdge!]!
pageInfo: PageInfo!
}
```
**Nullability rule.** A field is `!` only when the server can *always* return a value. A resolver error on a non-null field nulls the parent object — cascade failures. Nullable fields null only themselves.
**Pagination.** Cursor connections beat offset pagination on large or write-heavy datasets — cursors are stable under concurrent inserts.
**Mutation envelopes.** Wrap mutation results so business-level errors (validation, conflict) become first-class data instead of polluting the top-level `errors` array.
## Thin Resolvers
```go
// Good — resolver translates and delegates.
func (r *mutationResolver) CreateUser(ctx context.Context, in CreateUserInput) (*CreateUserPayload, error) {
user, err := r.users.Create(ctx, in.Email, in.Name)
if err != nil {
return nil, presentError(err)
}
return &CreateUserPayload{User: toGQLUser(user)}, nil
}
// Bad — SQL inside the resolver.
func (r *queryResolver) User(ctx context.Context, id string) (*User, error) {
row := r.db.QueryRowContext(ctx, "SELECT * FROM users WHERE id = $1", id)
// ...
}
```
Use per-type resolver structs (`userResolver`, `postResolver`) instead of one monolithic resolver. It scales with the schema.
## N+1 Prevention with DataLoaders
A naive `User.posts` resolver fires one SQL query per user — O(n) round-trips. DataLoaders coalesce per-field loads within a single tick into one batched query.
```go
// Good — per-request DataLoader in middleware.
func DataLoaderMiddleware(db *sql.DB, next http.Handler) http.Handler {
return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
loaders := &Loaders{
PostsByUser: newPostsByUserLoader(r.Context(), db),
}
ctx := context.WithValue(r.Context(), loadersKey{}, loaders)
next.ServeHTTP(w, r.WithContext(ctx))
})
}
// Bad — package-level DataLoader caches across requests.
var globalLoader = newPostsByUserLoader(context.Background(), db)
```
Package-level DataLoaders silently serve user A's data to user B's request as long as the cached key matches. This is the most dangerous bug in Go GraphQL services.
## Authn vs Authz
Authenticate in HTTP middleware (extract identity, stash in `ctx`); authorize per-field via schema directives (`@hasRole(role: ADMIN)`) in gqlgen, or resolver-level checks in graph-gophers. Authorization policy belongs in the schema, not scattered across resolvers. See [references/gqlgen.md](../../../skills/go-graphql/references/gqlgen.md).
## Error Handling
Never surface raw `error` values — they leak SQL fragments and internals. Install an `ErrorPresenter` (gqlgen) or implement `ResolverError` (graph-gophers) that returns sanitized messages. Attach a stable `code` in extensions (`NOT_FOUND`, `FORBIDDEN`) for client handling. Use `graphql.AddError(ctx, err)` for non-fatal field errors with partial data.
## Subscriptions
Every subscription goroutine must `defer close(ch)` and select on `ctx.Done()` in both the receive and send branches:
```go
go func() {
defer close(ch)
for {
select {
case <-ctx.Done(): return
case msg := <-sub:
select { case ch <- msg: case <-ctx.Done(): return }
}
}
}()
```
Without this, every disconnected client leaks a goroutine.
## Production Hardening
- `extension.FixedComplexityLimit(200)` (gqlgen) or `graphql.MaxDepth(10)` + `MaxParallelism(10)` (graph-gophers)
- Gate introspection behind an env check
- Consider persisted queries (gqlgen APQ) so production only accepts pre-approved hashed queries
## Anti-Patterns
| Anti-pattern | Why it hurts | Do this instead |
|---|---|---|
| Package-level DataLoader | Cross-tenant data leakage, stale cache | Construct per-request in middleware |
| SQL in resolver | Resolver becomes data layer; no batching | Delegate to service; load via DataLoader |
| Non-null field that can fail | Cascade-nulls the parent | Make it nullable; or guarantee in resolver |
| Editing `models_gen.go` | Wiped on next codegen | Use `autobind` / `models.<T>.model` in gqlgen.yml |
| Introspection in production | Exposes full schema surface | Gate by env |
| Subscription goroutine leak | Each disconnect leaks a goroutine | `defer close(ch)` + `select ctx.Done()` |
| No complexity cap | Single deep query = CPU/memory DoS | `FixedComplexityLimit(N)` or persisted queries |
| Raw internal error to client | Leaks DB messages, stack traces | `ErrorPresenter` returning sanitized message |
| `int` field for `Int!` in graph-gophers | Library expects `int32` | Use `int32` (or `float64` for `Float`) |
## Verification Checklist
- [ ] Every non-null field is one the server can always return
- [ ] List fields use cursor pagination, not offset
- [ ] Mutations return envelope types with `errors: [UserError!]!`
- [ ] DataLoaders are constructed in HTTP middleware, never package-level
- [ ] Authentication is in HTTP middleware; authorization is in directives or resolver checks
- [ ] `ErrorPresenter` (gqlgen) or `ResolverError` (graph-gophers) sanitizes internals
- [ ] Every subscription `defer close(ch)` and selects on `ctx.Done()`
- [ ] Complexity limit set; introspection gated by env
- [ ] No resolver reads SQL directly
## References
- [references/gqlgen.md](../../../skills/go-graphql/references/gqlgen.md) — codegen workflow, `gqlgen.yml`, DataLoaders, Federation
- [references/graph-gophers.md](../../../skills/go-graphql/references/graph-gophers.md) — reflection model, type mapping, tracing
- [references/dataloaders.md](../../../skills/go-graphql/references/dataloaders.md) — batched loading patterns, cache lifecycle, gotchas
- [references/anti-patterns.md](../../../skills/go-graphql/references/anti-patterns.md) — detailed walkthrough of each anti-pattern
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