{"repo":"TheStack-ai/swing-skills","free":true,"listed":false,"github":"https://github.com/TheStack-ai/swing-skills","clone":"git clone https://github.com/TheStack-ai/swing-skills.git","description":"Open-source Claude Code skills — 6 cognitive firewalls block AI hallucination, bias & sloppy reasoning. npx skills add","language":null,"stars":39,"topics":["claude-code","claude-code-skills","claude-skills","ai-reasoning","prompt-engineering","cognitive-firewall","ai-guardrails","ai-safety","code-review","ai-coding"],"license":"MIT","category":"ai-agents","readme_excerpt":"Swing — AI Agent Guardrails for Claude Code English · 한국어 (Korean) Your AI is not swinging at all. It picks the safe default, agrees when it should push back, cites no sources, hides its reasoning, and assumes everything will work. Six cognitive failures. Six firewalls. Make it swing. Built for Claude Code Compatible with AI agents via Agent Skills open standard Created by @thestack ai --- See the Difference Before: Default AI Research You: Is SQLite viable for an app with 1000 concurrent users? AI: No, SQLite is not suitable for high-concurrency applications. Use PostgreSQL or MySQL instead for production workloads. After: With swing-research You: /swing-research Is SQLite viable for an app with 1000 concurrent users? AI: Yes, with caveats. 1000 concurrent users ≠ 1000 concurrent writes. Typical web apps generate 30 concurrent write transactions at this scale. SQLite handles 120 write transactions/sec in WAL mode (verified: sqlite.org benchmarks + Expensify production case study serving 10M+ users on SQLite). The real constraint is write contention above 100 concurrent writers, not user count. Sources: 🏛️ sqlite.org WAL documentation, 🛡️ Expensify engineering blog (2024), ⚠️ HN discussion (corroborated) The baseline gave a wrong answer confidently. The skill forced source verification and reached the opposite — correct — conclusion. Before: Default AI Code Review You: Review this JWT auth module AI: The code looks well-structured. Consider adding more comments and using Ty","default_branch":null,"files":null,"tree":[],"storefront":"/r/TheStack-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/TheStack-ai/swing-skills/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}