prompt-architect MCP — Casos de uso, Instalar & Demo ao vivo

Por que usar

Principais recursos

7 frameworks: CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD
Picks the right framework for the task
Inline explanations so users learn the frameworks over time
Template export for reuse
Works as a prompt-authoring companion in Claude Code

Demo ao vivo

Como fica na prática

prompt-architect-skill.replay ▶ pronto

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Instalar

Escolha seu cliente

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "prompt-architect-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/ckelsoe/prompt-architect",
        "~/.claude/skills/prompt-architect"
      ],
      "_inferred": true
    }
  }
}

Abra Claude Desktop → Settings → Developer → Edit Config. Reinicie após salvar.

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "prompt-architect-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/ckelsoe/prompt-architect",
        "~/.claude/skills/prompt-architect"
      ],
      "_inferred": true
    }
  }
}

Cursor usa o mesmo esquema mcpServers que o Claude Desktop. Config de projeto vence a global.

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "prompt-architect-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/ckelsoe/prompt-architect",
        "~/.claude/skills/prompt-architect"
      ],
      "_inferred": true
    }
  }
}

Clique no ícone MCP Servers na barra lateral do Cline, depois "Edit Configuration".

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "prompt-architect-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/ckelsoe/prompt-architect",
        "~/.claude/skills/prompt-architect"
      ],
      "_inferred": true
    }
  }
}

Mesmo formato do Claude Desktop. Reinicie o Windsurf para aplicar.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "prompt-architect-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/ckelsoe/prompt-architect",
        "~/.claude/skills/prompt-architect"
      ]
    }
  ]
}

O Continue usa um array de objetos de servidor em vez de um map.

~/.config/zed/settings.json

{
  "context_servers": {
    "prompt-architect-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/ckelsoe/prompt-architect",
          "~/.claude/skills/prompt-architect"
        ]
      }
    }
  }
}

Adicione em context_servers. Zed recarrega automaticamente ao salvar.

claude mcp add prompt-architect-skill -- git clone https://github.com/ckelsoe/prompt-architect ~/.claude/skills/prompt-architect

Uma linha só. Verifique com claude mcp list. Remova com claude mcp remove.

Casos de uso

Usos do mundo real: prompt-architect

How to turn a vague prompt into a structured one

👤 Anyone frustrated by inconsistent Claude output ⏱ ~10 min beginner

Quando usar: You keep asking Claude the same kind of question and getting different-quality answers.

Pré-requisitos

Skill installed — git clone https://github.com/ckelsoe/prompt-architect ~/.claude/skills/prompt-architect

Fluxo

Submit the vague prompt

Use prompt-architect. My current prompt: 'write something for our launch email'. Make this structured.✓ Copiado

→ Framework recommendation + structured version
Pick + refine

Use CO-STAR. Tone: confident but human; audience: B2B SaaS founders; objective: drive webinar signups.✓ Copiado

→ CO-STAR structured prompt with all fields filled
Save as template

Save this as template 'launch-email-costar'.✓ Copiado

→ Template persisted

Resultado: A reusable structured prompt that produces consistent output.

Armadilhas

Framework overhead for simple tasks — For short, one-off tasks, Prompt Architect will recommend staying simple rather than forcing a framework

Combine com: claude-code-skill-factory-skill

Pick the right framework for a specific task shape

👤 Practitioners deciding CoT vs CO-STAR vs RISEN ⏱ ~15 min intermediate

Quando usar: You're not sure which framework fits.

Fluxo

Describe the task

Task: synthesize 20 customer interview notes into themes. Which framework, and why?✓ Copiado

→ Framework recommendation with reasoning
Try an alternative

Now show the same task structured with CoT vs CO-STAR; compare.✓ Copiado

→ Side-by-side with tradeoff notes

Resultado: Confident framework choice for the task shape.

Build a team-shared prompt pack

👤 Prompt engineers writing house prompts for a team ⏱ ~60 min intermediate

Quando usar: You want every teammate to get consistent Claude behavior on the same tasks.

Fluxo

Start a session

I need 8 team prompts: lead-qualification, onboarding-email, refund-decision, ... Walk me through each with the right framework.✓ Copiado

→ Framework-per-task + drafts
Export as skill

Export the 8 prompts as a skill pack.✓ Copiado

→ Skill directory ready to git clone share

Resultado: A versioned, shareable prompt pack.

Combine com: claude-code-skill-factory-skill

Combinações

Combine com outros MCPs para 10× de alavancagem

prompt-architect-skill + claude-code-skill-factory-skill

Architect prompts, then Factory packages them as a skill

Use prompt-architect for 5 prompts, then /build prompts with Factory to export them.✓ Copiado

Ferramentas

O que este MCP expõe

Ferramenta	Entradas	Quando chamar	Custo
Transform prompt	vague prompt, framework?	Upgrading a prompt	Claude tokens
Recommend framework	task description	Unsure which to use	Claude tokens
Save template	name, prompt	When the prompt works well	0
Export pack	templates[]	Team sharing	0

Custo e limites

O que custa rodar

Cota de API: None
Tokens por chamada: 2-5k per prompt transformation
Monetário: Free
Dica: Once a template works, reuse it — don't re-architect every time.

Segurança

Permissões, segredos, alcance

Armazenamento de credenciais: No credentials

Saída de dados: Prompt drafts go to Claude

Solução de problemas

Erros comuns e correções

Framework feels like overkill for simple tasks

Prompt Architect should recommend minimal structure; if it doesn't, explicitly request 'minimal structure'

Output more verbose than original prompt

Structured prompts can be longer but should produce more consistent output; measure consistency rather than length

Alternativas

prompt-architect vs. outros

Alternativa	Quando usar	Troca
Anthropic's prompt generator	You want Anthropic's own suggestions for Claude prompts	Fewer frameworks surfaced by name

Mais

Recursos

📖 Leia o README oficial no GitHub

🐙 Ver issues abertas

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