skill-change-loop 是做什么的？
Codex 技能，用于研究把关、需审批、自收敛的技能变更，并包含耦合与回滚检查。
Codex 技能，用于研究把关、需审批、自收敛的技能变更，并包含耦合与回滚检查。
该技能（bystander563/skill-change-loop）是一个专为 Codex 设计的 AI 智能体技能，旨在实现一种受控的、自收敛的技能变更流程。它通过引入研究阶段（research-gated）和审批环节（approval-bound）来确保每次修改都经过充分调研和人工确认，从而降低引入错误的风险。技能的核心机制包括自动检测技能之间的耦合关系（coupling checks）并在必要时执行回滚操作（rollback checks），以确保变更不会破坏现有依赖。此技能特别适用于需要高可靠性和审计追踪的开发环境，如 Codex 平台，通过自动化的流程约束来提高技能管理的安全性和可追溯性。
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Codex 技能，用于研究把关、需审批、自收敛的技能变更，并包含耦合与回滚检查。
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.