swing-skills MCP — Casos de uso, Instalar & Demo ao vivo

Por que usar

Principais recursos

6 skills, each tied to a specific cognitive failure mode
Chainable or standalone
swing-research uses S/A/B/C claim tiering
swing-review does steel-manning before attacking (no straw-men)
swing-mortem assumes your plan already failed and diagnoses why

Demo ao vivo

Como fica na prática

swing-skill.replay ▶ pronto

0/0

Instalar

Escolha seu cliente

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

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

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

~/.cursor/mcp.json · .cursor/mcp.json

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

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

~/.codeium/windsurf/mcp_config.json

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

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

~/.continue/config.json

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

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

~/.config/zed/settings.json

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

Adicione em context_servers. Zed recarrega automaticamente ao salvar.

claude mcp add swing-skill -- git clone https://github.com/TheStack-ai/swing-skills ~/.claude/skills/swing-skills

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

Casos de uso

Usos do mundo real: swing-skills

Force clarification before an ambiguous task is executed

👤 Anyone who's seen AI agents gallop off in the wrong direction ⏱ ~10 min beginner

Quando usar: A stakeholder dropped a short, ambiguous request.

Pré-requisitos

Skill installed — git clone https://github.com/TheStack-ai/swing-skills ~/.claude/skills/swing-skills

Fluxo

Run swing-clarify

Use swing-clarify. Request: 'make the dashboard better'. Decompose 5W1H.✓ Copiado

→ What/who/when/where/why/how decomposition + clarifying questions

Resultado: A concrete scope you can actually execute against.

Combine com: agent-skill-tdd-skill

Research a topic with graded sources, not a wall of links

👤 Analysts, researchers ⏱ ~45 min intermediate

Quando usar: You want a defensible brief, not hallucinated bullet points.

Fluxo

Run swing-research

Use swing-research. Question: 'what's the state of Rust in web backends (2025)?' Output claims with S/A/B/C grades.✓ Copiado

→ Claim table with tier + source

Resultado: A brief you could defend to a skeptical stakeholder.

Armadilhas

B/C-tier claims treated as fact — The grade is there to weight; read them as weaker

Combine com: firecrawl · brave-search

Break anchoring by generating five weighted alternatives

👤 Decision-makers who notice they're anchoring ⏱ ~20 min beginner

Quando usar: You've got a favorite solution and want a sanity check.

Fluxo

Run swing-options

Use swing-options. Decision: which DB for our new service? Give 5 probability-weighted options including unconventional.✓ Copiado

→ 5 options with weights + rationale

Resultado: A decision made from options, not one default.

Structured review: steel-man then attack from 3 vectors

👤 Teams wanting a real review, not rubber-stamps ⏱ ~30 min intermediate

Quando usar: Before committing to a plan or design.

Fluxo

Run swing-review

Use swing-review on design.md. Steel-man it first, then attack from correctness, operability, and cost.✓ Copiado

→ Strong version of the design, then 3 attack surfaces

Resultado: A design that either holds or gets better.

Run a pre-mortem on a plan before execution

👤 PMs and leads about to green-light something important ⏱ ~30 min intermediate

Quando usar: Right before kickoff on risky work.

Fluxo

Run swing-mortem

Use swing-mortem. Assume plan.md failed in 6 months. List 5 failure scenarios with leading indicators.✓ Copiado

→ 5 scenarios + early-warning signals

Resultado: Early-warning instrumentation built in from day one.

Expose the weakest assumption in a decision tree

👤 Engineers debugging reasoning, not just code ⏱ ~20 min intermediate

Quando usar: A decision feels off but you can't articulate why.

Fluxo

Run swing-trace

Use swing-trace on this decision: 'we'll use Kafka'. Inventory assumptions; call out the weakest.✓ Copiado

→ Assumption list ranked by risk

Resultado: The weakest link exposed before it breaks.

Combinações

Combine com outros MCPs para 10× de alavancagem

swing-skill + skills-skill-6

Layer Swing's firewalls with InfraNodus graph analysis

After swing-review, run InfraNodus critical-perspective for graph-based critique.✓ Copiado

swing-skill + agent-skill-tdd-skill

Clarify + research before the TDD flow

Start with swing-clarify + swing-research, then hand off to agent-skill-tdd.✓ Copiado

Ferramentas

O que este MCP expõe

Ferramenta	Entradas	Quando chamar
swing-clarify	ambiguous request	Any vague task
swing-research	question	Research with defensibility
swing-options	decision	Anchoring risk
swing-review	plan/design	Pre-commit review
swing-trace	decision	Reasoning audit
swing-mortem	plan	Before kickoff

Custo e limites

O que custa rodar

Cota de API: None
Tokens por chamada: Moderate per skill (research is highest)
Monetário: Free
Dica: Use swing-clarify by default; others on-demand

Segurança

Permissões, segredos, alcance

Armazenamento de credenciais: None

Saída de dados: None beyond your LLM calls

Solução de problemas

Erros comuns e correções

swing-research cites sources that don't check out

Cross-check S-tier sources manually; lower grades are weaker by design

swing-review feels like a formality

Force adversarial framing: 'what would an angry senior engineer say?'

Alternativas

swing-skills vs. outros

Alternativa	Quando usar	Troca
InfraNodus skills	You want graph-based thinking augmentation	No bias-specific firewalls
Manual review	One-off trivial decisions	No structure

Mais

Recursos

📖 Leia o README oficial no GitHub

🐙 Ver issues abertas

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