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SkillsMP hat 48 Skills aus context-labs/whip gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
Es werden 40 von 48 gesammelten Skills angezeigt.
Playbook for building a NET-NEW feature in whip. Use when the user wants to add a feature, tool, slash command, integration, or UX behavior ('build…', 'add…', 'implement…'), even without the word 'feature'. Mines docs/roadmap.md + docs/learnings/. NOT for…
Quellsprache: Englisch
The lazy senior dev: write the least code that works — the ponytail ladder (does it need to exist? already here? stdlib? native? existing dep? one line?), root cause over symptom, deletion over addition, `ponytail:` comments for shortcuts. whip's default…
Quellsprache: Englisch
Golang benchmarking, profiling, and performance measurement. Use when writing or comparing Go benchmarks, profiling with pprof, interpreting CPU/memory/trace profiles, benchstat analysis, CI benchmark regression detection, or production performance issues.…
Quellsprache: Englisch
Golang CLI development — command structure, flags, config layering, exit codes, I/O, signals, shell completion, validation, testing. Use when building or reviewing a Go CLI or code using cobra, viper, urfave/cli. Cobra → `golang-spf13-cobra`; viper →…
Quellsprache: Englisch
Golang code style — line length and breaking, variable declarations, control flow clarity, when comments help vs hurt. Use when writing or reviewing Go code or setting coding standards. Not for naming (→ `golang-naming`), lint (→ `golang-lint`), docs (→…
Quellsprache: Englisch
Golang concurrency patterns. Use when writing or reviewing concurrent Go code — goroutines, channels, select, locks, sync primitives, errgroup, singleflight, worker pools, fan-out/fan-in — or for goroutine leaks, race conditions, channel ownership, or…
Quellsprache: Englisch
Idiomatic context.Context usage in Golang — cancellation, timeouts/deadlines, request-scoped values, WithoutCancel for background work. Use when designing context propagation across layers, debugging leaked contexts, or choosing Background/TODO/WithoutCancel.…
Quellsprache: Englisch
CI/CD with GitHub Actions for Golang — testing, linting, SAST, security scanning, coverage, Dependabot, Renovate, GoReleaser, release pipelines. Use when setting up Go project CI, GitHub Actions workflows, linters/scanners, dependency update automation, or…
Quellsprache: Englisch
Golang data structures — slices/maps internals (capacity growth, preallocation, hash buckets), slices/maps packages, container/list/heap/ring, strings.Builder vs bytes.Buffer, generic collections, unsafe/weak pointers. Use when choosing or optimizing Go data…
Quellsprache: Englisch
Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, migrations. Use for PostgreSQL, MariaDB, MySQL, SQLite; database testing; or database/sql, sqlx, pgx. Does NOT…
Quellsprache: Englisch
Dependency injection (DI) in Golang — why DI matters, manual constructor injection, library comparison. Use when designing service architecture or wiring dependencies. For google/wire, dig, fx, samber/do → `golang-google-wire`, `golang-uber-dig`,…
Quellsprache: Englisch
Golang dependency management — go.mod, installing/upgrading packages, Minimal Version Selection, vulnerability scanning, binary size, Dependabot/Renovate, conflict resolution, go.work. Use when adding, removing, upgrading dependencies, auditing…
Quellsprache: Englisch
Idiomatic Golang design patterns — functional options, constructors, error flow, resource lifecycle, graceful shutdown, resilience, architecture, dependency injection, streaming. Apply when choosing architectural patterns, implementing functional options, or…
Quellsprache: Englisch
Documentation for Golang projects — godoc comments, README, CONTRIBUTING, CHANGELOG, Go Playground, Example tests, API docs, llms.txt. Use when writing or reviewing doc comments or documentation, adding code examples, setting up doc sites, or documentation…
Quellsprache: Englisch
Idiomatic Golang error handling — %w wrapping, errors.Is/As, errors.Join, custom and sentinel errors, panic/recover, single handling rule, slog logging, samber/oops. Apply when creating, wrapping, inspecting, or logging errors. oops → `golang-samber-oops`;…
Quellsprache: Englisch
Compile-time dependency injection in Golang using google/wire — wire.NewSet, wire.Build, wire.Bind, wire.Struct, wire.FieldsOf, cleanup, wireinject, wire_gen.go. Apply when using google/wire, when code imports `github.com/google/wire`, or wiring at compile…
Quellsprache: Englisch
Golang semantic code intelligence via `gopls` — go-to-definition, references, call hierarchy, symbols, diagnostics, rename, refactors. Use when navigating or refactoring Go code. Not for published ecosystem → `golang-pkg-go-dev`; vuln audits →…
Quellsprache: Englisch
GraphQL APIs in Go using gqlgen or graphql-go. Apply when building GraphQL servers, designing schemas, writing resolvers, handling subscriptions, or integrating GraphQL with Go HTTP services. Also when the codebase imports `github.com/99designs/gqlgen` or…
Quellsprache: Englisch
gRPC usage, protobuf organization, and production patterns for Go microservices. Use when implementing, reviewing, or debugging gRPC servers/clients, writing proto files, setting up interceptors, handling gRPC errors with status codes, configuring TLS/mTLS,…
Quellsprache: Englisch
Golang skills orchestrator — always active on any Go coding, review, debug, or setup task. Loads the most relevant samber/cc-skills-golang skills, disambiguating overlapping clusters. Configures agent-config files (CLAUDE.md, AGENTS.md, GEMINI.md, Cursor,…
Quellsprache: Englisch
Linting best practices and golangci-lint configuration for Go — running linters, configuring .golangci.yml, nolint suppressions, selecting linters. Use when setting up golangci-lint or code quality tooling, handling lint warnings or nolint, or when go vet,…
Quellsprache: Englisch
Modernize Go code to recent language features, standard library improvements, and idiomatic patterns. Trigger proactively when writing or reviewing Go code with old-style patterns or a deprecation warning, or when the user asks for modernization, a Go version…
Quellsprache: Englisch
Go naming conventions — packages, constructors, structs, interfaces, enums, errors, receivers, getters/setters, acronyms, tests. Use when writing/reviewing Go code or picking between naming alternatives (New vs NewTypeName, ErrNotFound vs NotFoundError). Not…
Quellsprache: Englisch
Go observability — always-on production signals: slog logging, Prometheus metrics, OpenTelemetry tracing, pprof profiling, alerting, Grafana. Apply when instrumenting Go services or migrating zap/logrus/zerolog to slog. Not for performance deep-dives (→…
Quellsprache: Englisch
Go performance optimization — if X bottleneck, apply Y: allocation reduction, CPU/memory efficiency, GC tuning, pooling, caching, hot paths. Use when a profiled/benchmarked bottleneck needs the fix pattern. Not for measurement (→ golang-benchmark) or…
Quellsprache: Englisch
Golang package/module docs via `godig`, a pkg.go.dev API client (CLI + MCP) — APIs, symbols, versions, importers, licenses, vulnerabilities. Use to look up Go library docs, signatures, or CVEs — prefer over Context7. Not for deps, library choice, local…
Quellsprache: Englisch
Golang project layouts and workspaces. Use when starting a new Go project, organizing an existing codebase, setting up a monorepo, creating CLI tools with multiple main packages, deciding between cmd/internal/pkg conventions, or discussing package…
Quellsprache: Englisch
Golang refactoring — safe restructuring at scale: safety-net tests, tool-driven transforms (gopls Rename/Inline/Extract, `gofmt -r`), import cycles, stacked PRs. Apply for code smells, renames, extracting functions/interfaces, splitting packages. Styles →…
Quellsprache: Englisch
Defensive Go coding to prevent panics, silent data corruption, and subtle runtime bugs. Use for nil panics, append aliasing, concurrent map access, float comparison pitfalls, zero-value design; or when reviewing for nil-safety, numeric overflow, defer in…
Quellsprache: Englisch
Dependency injection in Go using samber/do — service containers, lifecycle, scopes, health checks, graceful shutdown, module organization. Apply when using or adopting samber/do, when the codebase imports github.com/samber/do(/v2), or when refactoring…
Quellsprache: Englisch
In-memory caching in Go using samber/hot — eviction (LRU, LFU, TinyLFU, S3FIFO, ARC, SIEVE), TTL, loaders, sharding, stale-while-revalidate, missing-key caching, metrics. Apply when using samber/hot, on github.com/samber/hot imports, or to cut latency on hot…
Quellsprache: Englisch
Functional helpers for Go using samber/lo — 500+ type-safe generics for slices, maps, strings, concurrency (Map, Filter, Reduce); concurrent (lo/parallel), in-place (lo/mutable), lazy iterators (lo/it). Apply when using/importing github.com/samber/lo. Not for…
Quellsprache: Englisch
Monadic types in Golang via samber/mo — Option, Result, Either, Future, IO, Task, State for type-safe nullable values, error handling, functional composition. Apply when using/adopting samber/mo, when the codebase imports github.com/samber/mo, or for…
Quellsprache: Englisch
Structured error handling in Golang with samber/oops — error builders, stack traces, codes, context, wrapping, attributes, user-facing vs developer messages, panic recovery, logger integration. Apply when using/adopting samber/oops or the codebase imports…
Quellsprache: Englisch
Reactive streams in Golang using samber/ro — ReactiveX with 150+ operators, cold/hot observables, subjects, Pipe pipelines, backpressure. Apply when using/adopting samber/ro, when the codebase imports it, or building async event pipelines. Not for finite…
Quellsprache: Englisch
Structured logging extensions for Golang using samber/slog-* — multi-handler pipelines, sampling, attribute formatting, HTTP middleware (gin, echo, fiber, chi), backend routing (datadog, sentry, loki, syslog). Apply when using slog or on…
Quellsprache: Englisch
Security best practices for Golang — injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets, memory safety, logging. Apply when writing, reviewing, or auditing Go code for security, or on risky code involving…
Quellsprache: Englisch
CLI command tree library for Golang using spf13/cobra — cobra.Command, RunE vs Run, PreRun hooks, Args validators, persistent vs local flags, shell completion, testing via SetArgs. Apply when using/adopting cobra or the codebase imports…
Quellsprache: Englisch
Golang configuration library using spf13/viper — layered precedence (flag > env > file > KV > default), AutomaticEnv, ReadInConfig, Unmarshal + mapstructure, WatchConfig hot reload. Apply when using/adopting viper or the codebase imports…
Quellsprache: Englisch
Golang testing with stretchr/testify — assert, require, mock, suite: assertions, mock expectations, argument matchers, suite lifecycle, Eventually, JSONEq. Use when writing testify tests, creating mocks, choosing assert vs require, or when the codebase…
Quellsprache: Englisch