skill-change-loop 是做什麼的？
用於研究驅動、需經核准、自我收斂的技能變更，並包含耦合性與回滾檢查的 Codex 技能。
Codex 技能，用於研究驅動、需經核准、自我收斂的技能變更，並包含耦合性與回滾檢查。
bystander563/skill-change-loop 是一個專為 Codex 設計的技能，旨在實現安全、可控且可回滾的技能變更流程。它引入了「研究驅動」的變更機制，意味著任何修改都必須基於事先的研究分析，並需要經過明確的核准才能執行。此技能的核心特點是「自我收斂」，確保變更過程不會無限擴張，而是局限於特定範圍。此外，它還內建了耦合性檢查與回滾檢查，以防止變更影響其他相依技能，並在出現問題時能夠順利恢復原始狀態。這讓開發者能更有信心地迭代技能，降低因修改帶來的風險。
npx skills add bystander563/skill-change-loopInstalled? Explore more 研究與資料分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
用於研究驅動、需經核准、自我收斂的技能變更，並包含耦合性與回滾檢查的 Codex 技能。
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.