se-patterns — for Claude Code se-patterns, se-agent-builder, community, for Claude Code, ide skills, Designing, workforce, system, Reviewing, existing

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Sobre este Skill

Perfeito para Agentes Arquitetos que necessitam de princípios de engenharia de software estruturados para compilações prontas para produção Resumo localizado: The first "no" tells you which pattern to apply: Unit of Action — Is each task scoped to one entity? This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

Recursos

Designing a new agent, tool, or workforce system
Reviewing an existing build for production readiness
Choosing which architecture pattern to apply
Pushing back on client requests that violate SE principles
Debugging production failures (start with Unit of Action)

# Core Topics

for Claude Code Designing workforce system Reviewing existing
RelevanceAI RelevanceAI
[0]
[1]
Updated: 3/10/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 8/11

This page remains useful for teams, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution
Review Score
8/11
Quality Score
44
Canonical Locale
en
Detected Body Locale
en

Perfeito para Agentes Arquitetos que necessitam de princípios de engenharia de software estruturados para compilações prontas para produção Resumo localizado: The first "no" tells you which pattern to apply: Unit of Action — Is each task scoped to one entity? This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

Por que usar essa habilidade

Habilita os agentes a aplicar 6 padrões-chave para projetar e revisar sistemas de IA, incluindo Unidade de Ação, permitindo que eles garantam a prontidão para produção e depurar falhas usando princípios de Engenharia de Software e padrões de arquitetura

Melhor para

Perfeito para Agentes Arquitetos que necessitam de princípios de engenharia de software estruturados para compilações prontas para produção

↓ Casos de Uso Práticos for se-patterns

Projetar novos agentes de IA com arquitetura escalável
Revisar compilações existentes para prontidão para produção
Depurar falhas de produção usando o padrão de Unidade de Ação

! Segurança e Limitações

  • Exige compreensão de princípios de engenharia de software
  • Limitado a 6 padrões predefinidos

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.
  • - The underlying skill quality score is below the review floor.

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

After The Review

Decide The Next Action Before You Keep Reading Repository Material

Killer-Skills should not stop at opening repository instructions. It should help you decide whether to install this skill, when to cross-check against trusted collections, and when to move into workflow rollout.

Install Path

Start With Installation And Validation

If this skill is worth continuing with, the next step is to confirm the install command, CLI write path, and environment validation.
Trusted Recheck

Cross-Check Against Trusted Picks

If you are still comparing multiple skills or vendors, go back to the trusted collection before amplifying repository noise.
Workflow

Move To Workflow Collections For Team Rollout

When the goal shifts from a single skill to team workflows, approvals, and repeatable execution, move into workflow collections.
Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is se-patterns?

Perfeito para Agentes Arquitetos que necessitam de princípios de engenharia de software estruturados para compilações prontas para produção Resumo localizado: The first "no" tells you which pattern to apply: Unit of Action — Is each task scoped to one entity? This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

How do I install se-patterns?

Run the command: npx killer-skills add RelevanceAI/se-agent-builder/se-patterns. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for se-patterns?

Key use cases include: Projetar novos agentes de IA com arquitetura escalável, Revisar compilações existentes para prontidão para produção, Depurar falhas de produção usando o padrão de Unidade de Ação.

Which IDEs are compatible with se-patterns?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for se-patterns?

Exige compreensão de princípios de engenharia de software. Limitado a 6 padrões predefinidos.

↓ How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add RelevanceAI/se-agent-builder/se-patterns. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use se-patterns immediately in the current project.

! Reference-Only Mode

This page remains useful for installation and reference, but Killer-Skills no longer treats it as a primary indexable landing page. Read the review above before relying on the upstream repository instructions.

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

se-patterns

Resumo localizado: The first "no" tells you which pattern to apply: Unit of Action — Is each task scoped to one entity? This AI agent skill supports Claude

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

When to Use

  • Designing a new agent, tool, or workforce system
  • Reviewing an existing build for production readiness
  • Choosing which architecture pattern to apply
  • Pushing back on client requests that violate SE principles
  • Debugging production failures (start with Unit of Action)

Quick Reference: 6 Patterns + Decision Sequence

Check patterns in this order. The first "no" tells you which pattern to apply:

  1. Unit of Action — Is each task scoped to one entity? Fix this first.
  2. Note Step — Does every 3+ step tool have documentation?
  3. Centralize Rules — Are business rules in one place?
  4. Code Over LLM — Are deterministic decisions in code steps?
  5. Parameterize — Any duplicated tools or agents?
  6. Compute at Right Level — Is logic in the right layer?
  7. Data Over Routing — Do agents pass data, not instructions?
  8. Audit Enrichment — Do writes include who/when/why?

Pattern Summary

PatternProblem It SolvesKey Question
Compute at Right LevelLogic in wrong layer"Where does this data naturally live?"
ParameterizeTool/agent duplication"Am I copy-pasting to change one value?"
Centralize RulesScattered business logic"How many places define this rule?"
Code Over LLMWasted credits on deterministic logic"Can this be if/else?"
Data Over RoutingInvisible control flow"Am I passing data or instructions?"
Audit EnrichmentUntraceable agent actions"Can I explain WHY from data alone?"

Reference Files

FileContent
design-philosophy.mdSE lens for build decisions, 3-layer architecture, push-back scripts
unit-of-action.mdThe foundational pattern — one entity per task
system-design-patterns.mdAll 6 architecture patterns with anti-patterns and examples
note-step.mdDocumentation-as-first-step pattern for tools
decision-guide.mdMeta-guide: which pattern to apply when

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