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
}
}
}開啟 Claude Desktop → Settings → Developer → Edit Config。儲存後重啟應用。
{
"mcpServers": {
"swing-skill": {
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
],
"_inferred": true
}
}
}Cursor 使用與 Claude Desktop 相同的 mcpServers 格式。專案級設定優先於全域。
{
"mcpServers": {
"swing-skill": {
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
],
"_inferred": true
}
}
}點擊 Cline 側欄中的 MCP Servers 圖示，然後選 "Edit Configuration"。
{
"mcpServers": {
"swing-skill": {
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
],
"_inferred": true
}
}
}格式與 Claude Desktop 相同。重啟 Windsurf 生效。
{
"mcpServers": [
{
"name": "swing-skill",
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
]
}
]
}Continue 使用伺服器物件陣列，而非映射。
{
"context_servers": {
"swing-skill": {
"command": {
"path": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
]
}
}
}
}加入 context_servers。Zed 儲存後熱重載。
claude mcp add swing-skill -- git clone https://github.com/TheStack-ai/swing-skills ~/.claude/skills/swing-skills一行命令搞定。用 claude mcp list 驗證，claude mcp remove 移除。
何時使用： A stakeholder dropped a short, ambiguous request.
結果： A concrete scope you can actually execute against.
何時使用： You want a defensible brief, not hallucinated bullet points.
結果： A brief you could defend to a skeptical stakeholder.
何時使用： You've got a favorite solution and want a sanity check.
結果： A decision made from options, not one default.
何時使用： Before committing to a plan or design.
結果： A design that either holds or gets better.
何時使用： Right before kickoff on risky work.
結果： Early-warning instrumentation built in from day one.
何時使用： 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
| 工具 | 輸入參數 | 何時呼叫 | 成本 |
|---|---|---|---|
| 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?'
| 替代方案 | 何時用它替代 | 權衡 |
|---|---|---|
| InfraNodus skills | You want graph-based thinking augmentation | No bias-specific firewalls |
| Manual review | One-off trivial decisions | No structure |