Kessoku compile-time DI with parallel initialization for Go. Use when writing or debugging kessoku providers/injectors, enabling async dependencies, migrating from google/wire, or fixing go:generate/codegen issues in Go services.
Regenerate the coverage report and badges, or diagnose a wrong percentage, a 404ing badge, or a package showing 0%. Use after adding a package, when coverage numbers look implausible, or when the GitHub Pages coverage site is stale or broken.
Revise one documentation file so it states facts instead of performing insight, and get it under the budgets in scripts/no-slop.test.ts. Use when writing a new guide or README, when a reader reports the docs read like AI output, or when bun test scripts/no-slop.test.ts fails.
Write or refresh HANDOFF.md - a compact resume point holding completed objectives, live file paths, approaches already tried and rejected, and the exact next steps, placed against the roadmap in docs/ROADMAP.md. Use before /compact or /clear, at the end of a task block, when the context window crosses 50%, or when…
Production-grade FastAPI development with async patterns, Pydantic v2, dependency injection, ML/AI endpoint design, and modern Python best practices for building high-performance REST APIs.
Master functional approaches to side effects including IO types, effect isolation, idempotent operations, and quarantining impure code - essential patterns for reliable TypeScript applications.
This skill should be used when the user asks to "scaffold a FastAPI project", "set up clean architecture", "refactor to clean architecture", "add a new endpoint", "add a router", "add an operation", "add a repository", "review my code structure", "apply design patterns in Python", "decouple my code", "improve code…
Adiciona cenário E2E ao Validation Harness do desafiobloc1. Use quando criar novo fluxo de validação, estender harness, ou adicionar teste automatizado de UI seguindo inversão de dependências.
Executa validação E2E hands-off do desafiobloc1 via Validation Harness. Use quando o usuário pedir validação automatizada, rodar harness, E2E, ou verificar o app no device sem interação manual.
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 for a Go project, configuring workflows, adding linters or…
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Use when loops over large arrays/collections cause slowness or memory pressure; optimizes nested iteration with indexing/maps, pre-grouping, chunking, lazy processing, and memoization to remove O(nmk) bottlenecks.
Use when designing or refactoring Electron main-process feature modules; enforces project modular architecture with module/service/ipc/window separation, DI providers/tokens, imports/exports boundaries, and typed contracts.