作者 TheStack-ai · TheStack-ai/swing-skills
6 cognitive firewalls for AI agents — clarify, research, options, review, trace, mortem — each targeting a named bias: premature closure, hallucination, anchoring, confirmation, black-box reasoning, optimism.
A skill pack of 6 self-contained cognitive tools that plug specific biases. swing-clarify forces 5W1H on ambiguous requests. swing-research runs a 4-stage verified pipeline with S/A/B/C source grading. swing-options generates 5 probability-weighted alternatives including unconventional ones. swing-review does structured devil's advocacy (steel-man first, then 3-vector attack). swing-trace inventories assumptions and surfaces weakest links. swing-mortem does prospective failure analysis.
%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
}
}
}Claude Desktop → Settings → Developer → Edit Config を開く。保存後、アプリを再起動。
{
"mcpServers": {
"swing-skill": {
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
],
"_inferred": true
}
}
}Cursor は Claude Desktop と同じ mcpServers スキーマを使用。プロジェクト設定はグローバルより優先。
{
"mcpServers": {
"swing-skill": {
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
],
"_inferred": true
}
}
}Cline サイドバーの MCP Servers アイコンをクリックし、"Edit Configuration" を選択。
{
"mcpServers": {
"swing-skill": {
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
],
"_inferred": true
}
}
}Claude Desktop と同じ形式。Windsurf を再起動して反映。
{
"mcpServers": [
{
"name": "swing-skill",
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
]
}
]
}Continue はマップではなくサーバーオブジェクトの配列を使用。
{
"context_servers": {
"swing-skill": {
"command": {
"path": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
]
}
}
}
}context_servers に追加。保存時に Zed がホットリロード。
claude mcp add swing-skill -- git clone https://github.com/TheStack-ai/swing-skills ~/.claude/skills/swing-skillsワンライナー。claude mcp list で確認、claude mcp remove で削除。
使うタイミング： A stakeholder dropped a short, ambiguous request.
結果： A concrete scope you can actually execute against.
使うタイミング： You want a defensible brief, not hallucinated bullet points.
結果： A brief you could defend to a skeptical stakeholder.
使うタイミング： You've got a favorite solution and want a sanity check.
結果： A decision made from options, not one default.
使うタイミング： Before committing to a plan or design.
結果： A design that either holds or gets better.
使うタイミング： Right before kickoff on risky work.
結果： Early-warning instrumentation built in from day one.
使うタイミング： A decision feels off but you can't articulate why.
結果： The weakest link exposed before it breaks.
Layer Swing's firewalls with InfraNodus graph analysis
Clarify + research before the TDD flow
| ツール | 入力 | 呼び出すタイミング | コスト |
|---|---|---|---|
| swing-clarify | ambiguous request | Any vague task | 0 |
| swing-research | question | Research with defensibility | 0 |
| swing-options | decision | Anchoring risk | 0 |
| swing-review | plan/design | Pre-commit review | 0 |
| swing-trace | decision | Reasoning audit | 0 |
| swing-mortem | plan | Before kickoff | 0 |
swing-research cites sources that don't check outCross-check S-tier sources manually; lower grades are weaker by design
swing-review feels like a formalityForce adversarial framing: 'what would an angry senior engineer say?'
| 代替案 | 代わりに使う場面 | トレードオフ |
|---|---|---|
| InfraNodus skills | You want graph-based thinking augmentation | No bias-specific firewalls |
| Manual review | One-off trivial decisions | No structure |