skill-forge MCP — Anwendungsfälle, Installieren & Live-Demo

Warum nutzen

Hauptfunktionen

5-stage workflow: plan, build, review, evolve, publish
0-100 health score across 6 quality categories
Four tiers: single-file, multi-file, agent-assisted, enterprise
3-layer architecture: Directive + Orchestration + Execution
Packages to .skill archives with install scripts

Live-Demo

In der Praxis

skill-forge-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": {
    "skill-forge-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/AgriciDaniel/skill-forge",
        "~/.claude/skills/skill-forge"
      ],
      "_inferred": true
    }
  }
}

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

~/.cursor/mcp.json · .cursor/mcp.json

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

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

VS Code → Cline → MCP Servers → Edit

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

Klicken Sie auf das MCP-Servers-Symbol in der Cline-Seitenleiste, dann "Edit Configuration".

~/.codeium/windsurf/mcp_config.json

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

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

~/.continue/config.json

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

Continue nutzt ein Array von Serverobjekten statt einer Map.

~/.config/zed/settings.json

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

In context_servers hinzufügen. Zed lädt beim Speichern neu.

claude mcp add skill-forge-skill -- git clone https://github.com/AgriciDaniel/skill-forge ~/.claude/skills/skill-forge

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

Anwendungsfälle

Praxisnahe Nutzung: skill-forge

Go from idea to published skill in one session

👤 Developers who keep copy-pasting the same prompt and want to ship it as a reusable skill ⏱ ~90 min intermediate

Wann einsetzen: You have a workflow you repeat (e.g. code review, PR description writing) and want it automated into a skill.

Voraussetzungen

Skill cloned — git clone https://github.com/AgriciDaniel/skill-forge ~/.claude/skills/skill-forge

Ablauf

Plan

/skill-forge plan — I want a skill that does structured code review comments on PRs. Use cases, sub-skills, I/O.✓ Kopiert

→ Architecture with sub-skills enumerated
Build

/skill-forge build code-review-commenter — scaffold the tree per the plan.✓ Kopiert

→ SKILL.md + sub-files generated
Review

/skill-forge review code-review-commenter — give me the 100-point audit.✓ Kopiert

→ Score + findings per category
Evolve + publish

Fix each finding then /skill-forge publish — make a .skill archive.✓ Kopiert

→ Installable archive

Ergebnis: A shippable skill in your skills directory that passes the audit.

Fallstricke

Over-scoping — trying to make a monster skill — Start at tier 1 (single-file). Promote tiers only when real needs push you there

Kombinieren mit: filesystem · github

Audit and improve a skill someone else wrote

👤 Platform engineers curating an internal skills library ⏱ ~45 min beginner

Wann einsetzen: You inherited a skill and want to know if it meets the bar.

Ablauf

Run the audit

/skill-forge review path/to/skill — give me the scorecard and top 5 issues.✓ Kopiert

→ Score + prioritized fix list
Evolve

/skill-forge evolve — fix the top 5 findings and re-score.✓ Kopiert

→ Higher score, changelog

Ergebnis: An upgraded skill with measurable quality improvement.

Design a coordinated pack of skills for a domain

👤 Teams standardizing how AI agents work in their domain ⏱ ~180 min advanced

Wann einsetzen: You need 5–10 related skills that hand off cleanly to each other.

Ablauf

Plan ecosystem

/skill-forge plan domain=customer-support — design 6 coordinated skills with clear hand-off boundaries.✓ Kopiert

→ Diagram + per-skill spec
Build in parallel

/skill-forge build — all 6 skills, same sprint.✓ Kopiert

→ Skills generated with shared conventions

Ergebnis: A consistent pack rather than a collection of mismatched skills.

Fallstricke

Duplicating capabilities across skills — The plan step detects overlap — revisit if flagged

Kombinationen

Mit anderen MCPs für 10-fache Wirkung

skill-forge-skill + filesystem

Edit the generated skill files directly in the same session

After /skill-forge build, hand-edit the SKILL.md tone — the filesystem skill keeps Claude editing in-place.✓ Kopiert

skill-forge-skill + github

Publish skill to a public GitHub repo for distribution

Publish and push the .skill archive to a new GitHub release.✓ Kopiert

Werkzeuge

Was dieses MCP bereitstellt

Werkzeug	Eingaben	Wann aufrufen
/skill-forge plan	domain or use case	Start of any new skill project
/skill-forge build	skill name (+ plan)	After plan is approved
/skill-forge review	skill path	After any significant change
/skill-forge evolve	findings to fix	Improvement loop
/skill-forge publish	skill path	Ready to ship

Kosten & Limits

Was der Betrieb kostet

API-Kontingent: None
Tokens pro Aufruf: Large — scaffolding and review are token-heavy (15–40k per phase)
Kosten in €: Free
Tipp: Plan in a cheap model, then switch to Opus for build and review

Sicherheit

Rechte, Secrets, Reichweite

Credential-Speicherung: None in the skill itself

Datenabfluss: None

Generated skills are your responsibility — run the review step before shipping and never auto-publish without human sign-off.

Fehlerbehebung

Häufige Fehler und Lösungen

Review score stays low despite fixes

Read the findings carefully — some are structural (tier mismatch) and need redesign, not patching

Build step creates skill but Claude doesn't pick it up

Ensure SKILL.md frontmatter is valid and the skill sits directly under ~/.claude/skills/<name>/

Prüfen: ls ~/.claude/skills/<name>/SKILL.md

Alternativen

skill-forge vs. andere

Alternative	Wann stattdessen	Kompromiss
gsd-skill-creator	You want skills to be auto-suggested from observed patterns	More framework, higher learning curve
Hand-authoring SKILL.md	Single, simple skill you understand fully	No review layer, easy to miss conventions

Mehr

Ressourcen

📖 Offizielle README auf GitHub lesen

🐙 Offene Issues ansehen

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