yotta-mirror学情分析(元镜)—— 把成绩 / 答题表与题目-知识点映射,变成可复算、可追溯的诊断报告:数据质量闸门、逐题统计、按分值加权的知识点掌握率、A/B/C 分层与临界生识别、薄弱点诊断(低样本自动降级为人工复核),支持阈值配置、学生标识匿名化与 CI 闸门;零依赖本地运行,不联网、不调用模型,不用于学生评价或排名。
Install via ClawdBot CLI:
clawdbot install yottameta/yotta-mirrorLoading skill content… the page will refresh in a moment.
Usage Guide
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Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
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