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
}
}
}打开 Claude Desktop → Settings → Developer → Edit Config。保存后重启应用。
{
"mcpServers": {
"swing-skill": {
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
],
"_inferred": true
}
}
}Cursor 使用与 Claude Desktop 相同的 mcpServers 格式。项目级配置优先于全局。
{
"mcpServers": {
"swing-skill": {
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
],
"_inferred": true
}
}
}点击 Cline 侧栏中的 MCP Servers 图标，然后选 "Edit Configuration"。
{
"mcpServers": {
"swing-skill": {
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
],
"_inferred": true
}
}
}格式与 Claude Desktop 相同。重启 Windsurf 生效。
{
"mcpServers": [
{
"name": "swing-skill",
"command": "git",
"args": [
"clone",
"https://github.com/TheStack-ai/swing-skills",
"~/.claude/skills/swing-skills"
]
}
]
}Continue 使用服务器对象数组，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 保存后热重载。
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 验证，claude mcp remove 卸载。
何时使用： A stakeholder dropped a short, ambiguous request.
结果： A concrete scope you can actually execute against.
何时使用： You want a defensible brief, not hallucinated bullet points.
结果： A brief you could defend to a skeptical stakeholder.
何时使用： You've got a favorite solution and want a sanity check.
结果： A decision made from options, not one default.
何时使用： Before committing to a plan or design.
结果： A design that either holds or gets better.
何时使用： Right before kickoff on risky work.
结果： Early-warning instrumentation built in from day one.
何时使用： A decision feels off but you can't articulate why.
结果： The weakest link exposed before it breaks.
Layer Swing's firewalls with InfraNodus graph analysis
Clarify + research before the TDD flow
| 工具 | 输入参数 | 何时调用 | 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 | 何时用它替代 | 权衡 |
|---|---|---|
| InfraNodus skills | You want graph-based thinking augmentation | No bias-specific firewalls |
| Manual review | One-off trivial decisions | No structure |