muratovv/ai-hats - Page 2

exp-marker

Carries this sandbox agent's marker word. Load to learn the marker.

Langue du texte source : anglais

exp-marker

Carries this sandbox agent's marker word. Load to learn the marker.

Langue du texte source : anglais

skill-optimization

Audit and refactor library components to eliminate redundancy and staleness. Use during periodic library maintenance, after adding multiple new skills or rules, when a role's token budget is too high, or after retrospectives identify component issues.

Langue du texte source : anglais

context-handoff

Summarize critical context (decisions, forks, pitfalls) into a handoff file for the next agent. Use before a context reset (invoked by context-reset), when explicitly asked to save current context, or before delegating work to a sub-agent that needs…

Langue du texte source : anglais

design-minimalism

The Scope & Out-of-scope stage of the plan-gate — every primitive (class, abstraction, option, new step) in plan.md must be justified by a concrete current-epic use case; speculative additions go to Out of scope. Reached through plan-gate, not as an…

Langue du texte source : anglais

devils-advocate

The Approach & counter stage of the plan-gate — a skeptic value-counter that steelmans the value, then challenges whether the work is worth doing (needed? missed anything? another way?) before scoping. Reached through plan-gate, not as an independent trigger.

Langue du texte source : anglais

predictive-accounting

For shrink/refactor/optimize/cleanup tasks — present baseline + predicted delta + dependency cost BEFORE implementation, not after

Langue du texte source : anglais

request-supervisor

Decision protocol for when to act autonomously vs escalate to supervisor. Use before any communication with the user or parent-agent, or whenever uncertain whether to act autonomously or escalate.

Langue du texte source : anglais

scope-guard

Enforce user-defined task boundaries to prevent scope creep and over-implementation. Use after receiving a task with explicit constraints ("only X", "don't do Y", "focus on Z"), before starting each new sub-step during execution, or when tempted to add…

Langue du texte source : anglais

adr-manager

Document architectural decisions using the Michael Nygard ADR format. Use when a significant architectural choice is made: picking a database, deciding on an API protocol, adopting a new pattern, or choosing between competing approaches.

Langue du texte source : anglais

agentic-topology-design

Choose a multi-agent topology and enforce structured contracts between sub-agents. Use when designing a flow with two or more sub-agents (code-review pipeline, deep research, incident triage, batch refactor), replacing a monolithic prompt agent showing…

Langue du texte source : anglais

ansible-ops

Ansible playbook management covering inventory, vault, syntax checks, and idempotency. Use when writing or running Ansible playbooks, configuring servers or deploying services, or managing secrets with Ansible Vault.

Langue du texte source : anglais

api-evolution-checklist

Audit public-API/contract changes against Hyrum, Tesler, Leaky Abstractions, and Lehman laws. Use when changing a public API signature, response shape, or error contract, refactoring a shared interface used by two or more callers, drafting an interface ADR,…

Langue du texte source : anglais

backup-recovery

3-2-1 backup strategy with verified restore procedures. Use when setting up or reviewing backup infrastructure, before risky data migrations or destructive operations, or after adding new persistent storage such as a database or volume.

Langue du texte source : anglais

clean-architecture-guide

Audit a codebase for DDD/Hexagonal/Ports-and-Adapters compliance. Use when reviewing a module that owns business logic, in a pre-merge audit when a PR touches domain types, repositories, or transport layers, when drafting an ADR for a new bounded context, or…

Langue du texte source : anglais

distributed-systems-checklist

Audit distributed services against the 8 fallacies and the CAP trade-off. Use during design review for any service that crosses a network boundary, during incident triage when root cause is unclear and a network or IPC layer is involved, or when drafting an…

Langue du texte source : anglais

domain-reviewer

Coordinate deep-dive reviews via specialized sub-agents as critics. Use for deep review of a specific module or domain (not general code review), when multiple specialized perspectives are needed (e.g. security plus performance plus correctness), or for…

Langue du texte source : anglais

golang-benchmark

Golang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchmarks, profiling hot paths with pprof, interpreting CPU/memory/trace profiles, analyzing results with benchstat, setting up CI benchmark regression…

Langue du texte source : anglais

golang-cli

Golang CLI application development. Use when building, modifying, or reviewing a Go CLI tool — especially for command structure, flag handling, configuration layering, version embedding, exit codes, I/O patterns, signal handling, shell completion, argument…

Langue du texte source : anglais

golang-code-style

Golang code style, formatting and conventions. Use when writing code, reviewing style, configuring linters, writing comments, or establishing project standards.

Langue du texte source : anglais

golang-concurrency

Golang concurrency patterns. Use when writing or reviewing concurrent Go code involving goroutines, channels, select, locks, sync primitives, errgroup, singleflight, worker pools, or fan-out/fan-in pipelines. Also triggers when you detect goroutine leaks,…

Langue du texte source : anglais

golang-context

Idiomatic context.Context usage in Golang — creation, propagation, cancellation, timeouts, deadlines, context values, and cross-service tracing. Apply when working with context.Context in any Go code.

Langue du texte source : anglais

golang-continuous-integration

Provides CI/CD pipeline configuration using GitHub Actions for Golang projects. Covers testing, linting, SAST, security scanning, code coverage, Dependabot, Renovate, GoReleaser, code review automation, and release pipelines. Use this whenever setting up CI…

Langue du texte source : anglais

golang-data-structures

Golang data structures — slices (internals, capacity growth, preallocation, slices package), maps (internals, hash buckets, maps package), arrays, container/list/heap/ring, strings.Builder vs bytes.Buffer, generic collections, pointers (unsafe.Pointer,…

Langue du texte source : anglais

golang-database

Comprehensive guide for Go database access. Covers parameterized queries, struct scanning, NULLable column handling, error patterns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration…

Langue du texte source : anglais

golang-dependency-injection

Comprehensive guide for dependency injection (DI) in Golang. Covers why DI matters (testability, loose coupling, separation of concerns, lifecycle management), manual constructor injection, and DI library comparison (google/wire, uber-go/dig, uber-go/fx,…

Langue du texte source : anglais

golang-dependency-management

Provides dependency management strategies for Golang projects including go.mod management, installing/upgrading packages, semantic versioning, Minimal Version Selection, vulnerability scanning, outdated dependency tracking, dependency size analysis, automated…

Langue du texte source : anglais

golang-design-patterns

Idiomatic Golang design patterns — functional options, constructors, error flow and cascading, resource management and lifecycle, graceful shutdown, resilience, architecture, dependency injection, data handling, and streaming. Apply when designing Go APIs,…

Langue du texte source : anglais

golang-documentation

Comprehensive documentation guide for Golang projects, covering godoc comments, README, CONTRIBUTING, CHANGELOG, Go Playground, Example tests, API docs, and llms.txt. Use when writing or reviewing doc comments, documentation, adding code examples, setting up…

Langue du texte source : anglais

golang-error-handling

Idiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, sentinel errors, panic/recover, the single handling rule, structured logging with slog, HTTP request logging middleware, and samber/oops for…

Langue du texte source : anglais

golang-grpc

Provides gRPC usage guidelines, protobuf organization, and production-ready patterns for Golang microservices. Use when implementing, reviewing, or debugging gRPC servers/clients, writing proto files, setting up interceptors, handling gRPC errors with status…

Langue du texte source : anglais

golang-linter

Provides linting best practices and golangci-lint configuration for Go projects. Covers running linters, configuring .golangci.yml, suppressing warnings with nolint directives, interpreting lint output, and managing linter settings. Use this skill whenever…

Langue du texte source : anglais

golang-modernize

Continuously modernize Golang code to use the latest language features, standard library improvements, and idiomatic patterns. Use this skill whenever writing, reviewing, or refactoring Go code to ensure it leverages modern Go idioms. Also use when the user…

Langue du texte source : anglais

golang-naming

Go (Golang) naming conventions — covers packages, constructors, structs, interfaces, constants, enums, errors, booleans, receivers, getters/setters, functional options, acronyms, test functions, and subtest names. Use this skill when writing new Go code,…

Langue du texte source : anglais

golang-observability

Golang everyday observability — the always-on signals in production. Covers structured logging with slog, Prometheus metrics, OpenTelemetry distributed tracing, continuous profiling with pprof/Pyroscope, server-side RUM event tracking, alerting, and Grafana…

Langue du texte source : anglais

golang-performance

Golang performance optimization patterns and methodology - if X bottleneck, then apply Y. Covers allocation reduction, CPU efficiency, memory layout, GC tuning, pooling, caching, and hot-path optimization. Use when profiling or benchmarks have identified a…

Langue du texte source : anglais

golang-popular-libraries

Recommends production-ready Golang libraries and frameworks. Apply when the user asks for library suggestions, wants to compare alternatives, or needs to choose a library for a specific task. Also apply when the AI agent is about to add a new dependency —…

Langue du texte source : anglais

golang-project-layout

Provides a guide for setting up Golang project layouts and workspaces. Use this whenever starting a new Go project, organizing an existing codebase, setting up a monorepo with multiple packages, creating CLI tools with multiple main packages, or deciding on…

Langue du texte source : anglais

golang-safety

Defensive Golang coding to prevent panics, silent data corruption, and subtle runtime bugs. Use whenever writing or reviewing Go code that involves nil-prone types (pointers, interfaces, maps, slices, channels), numeric conversions, resource lifecycle (defer…

Langue du texte source : anglais

golang-samber-do

Implements dependency injection in Golang using samber/do. Apply this skill when working with dependency injection, setting up service containers, managing service lifecycles, or when you see code using github.com/samber/do/v2. Also use when refactoring…

Langue du texte source : anglais