prompt-architect MCP — Anwendungsfälle, Installieren & Live-Demo

Warum nutzen

Hauptfunktionen

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

Live-Demo

In der Praxis

prompt-architect-skill.replay ▶ bereit

0/0

Installieren

Wählen Sie Ihren Client

~/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
    }
  }
}

Öffne Claude Desktop → Settings → Developer → Edit Config. Nach dem Speichern neu starten.

~/.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 nutzt das gleiche mcpServers-Schema wie Claude Desktop. Projektkonfiguration schlägt die globale.

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
    }
  }
}

Klicken Sie auf das MCP-Servers-Symbol in der Cline-Seitenleiste, dann "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
    }
  }
}

Gleiche Struktur wie Claude Desktop. Windsurf neu starten zum Übernehmen.

~/.continue/config.json

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

Continue nutzt ein Array von Serverobjekten statt einer 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"
        ]
      }
    }
  }
}

In context_servers hinzufügen. Zed lädt beim Speichern neu.

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

Einzeiler. Prüfen mit claude mcp list. Entfernen mit claude mcp remove.

Anwendungsfälle

Praxisnahe Nutzung: prompt-architect

How to turn a vague prompt into a structured one

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

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

Voraussetzungen

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

Ablauf

Submit the vague prompt

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

→ Framework recommendation + structured version
Pick + refine

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

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

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

→ Template persisted

Ergebnis: A reusable structured prompt that produces consistent output.

Fallstricke

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

Kombinieren mit: 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

Wann einsetzen: You're not sure which framework fits.

Ablauf

Describe the task

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

→ Framework recommendation with reasoning
Try an alternative

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

→ Side-by-side with tradeoff notes

Ergebnis: Confident framework choice for the task shape.

Build a team-shared prompt pack

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

Wann einsetzen: You want every teammate to get consistent Claude behavior on the same tasks.

Ablauf

Start a session

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

→ Framework-per-task + drafts
Export as skill

Export the 8 prompts as a skill pack.✓ Kopiert

→ Skill directory ready to git clone share

Ergebnis: A versioned, shareable prompt pack.

Kombinieren mit: claude-code-skill-factory-skill

Kombinationen

Mit anderen MCPs für 10-fache Wirkung

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.✓ Kopiert

Werkzeuge

Was dieses MCP bereitstellt

Werkzeug	Eingaben	Wann aufrufen	Kosten
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

Kosten & Limits

Was der Betrieb kostet

API-Kontingent: None
Tokens pro Aufruf: 2-5k per prompt transformation
Kosten in €: Free
Tipp: Once a template works, reuse it — don't re-architect every time.

Sicherheit

Rechte, Secrets, Reichweite

Credential-Speicherung: No credentials

Datenabfluss: Prompt drafts go to Claude

Fehlerbehebung

Häufige Fehler und Lösungen

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

Alternativen

prompt-architect vs. andere

Alternative	Wann stattdessen	Kompromiss
Anthropic's prompt generator	You want Anthropic's own suggestions for Claude prompts	Fewer frameworks surfaced by name

Mehr

Ressourcen

📖 Offizielle README auf GitHub lesen

🐙 Offene Issues ansehen

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