kaoyan_skills

Use when writing an OpenCLI adapter for a new site or adding a new command to an existing site. Guides end-to-end from first recon through field decoding, adapter coding, and verify. Replaces opencli-oneshot / opencli-explorer. For ad-hoc browser driving (no adapter), see opencli-browser instead; for a top-level orientation to opencli, see opencli-usage.

Automatically fix broken OpenCLI adapters when commands fail. Load this skill when an opencli command fails — it guides you through diagnosing the failure via OPENCLI_DIAGNOSTIC, patching the adapter, retrying, and filing an upstream GitHub issue after a verified fix. Works with any AI agent.

Use when an agent needs to drive a real Chrome window via opencli — inspect a page, fill forms, click through logged-in flows, or extract data ad-hoc. Covers the selector-first target contract, compound form fields, stale-ref handling, network capture, and the agent-native envelopes the CLI returns. Not for writing adapters — see opencli-adapter-author for that.

Use at the start of any OpenCLI session — this is the top-level map of what `opencli` can do, how to discover adapters, what flags and output formats are universal, and which specialized skill to load next. Point here when an agent asks "what can opencli do?" or "how do I find the right command?".

This skill should be used when the user asks to sync study progress with MemOS, especially `/sync 拉取` to read the latest cross-device context or `/sync 上传` to save today's learning state from local notes.

整理考研数学/专业课章节笔记，生成结构化总结文件。**触发词**："章节总结"、"整理章节"、"汇总这一章"、"章节笔记"、"数学���记总结"、"整理数学笔记"、"做一个总结"、"总结一下这一章"、"帮我总结"、"写个XX的章节总结"。功能包括：提取重要定义定理公式、保留个人理解、按章节结构组织、生成📝章节总结.md文件。**支持科目**：考研数学、数字电子技术、模拟电子技术等。

自我学习阶段。回顾本次学习会话，记录学习心得和错误到 .learnings/，当文件超阈值时自动压缩去重，更新 RULES.md，促进系统持续改进。触发时机：用户审核通过 evaluate 产出并明确要求记录学习后，Phase 6。

修复 Markdown 表格渲染问题，包括：(1) Callout 块内表格前缺少空行；(2) LaTeX 行内公式中管道符 $|...|$ 被误解析为表格分隔符（含整行结构已崩坏的修复）；(3) 检测孤立 $ 符号和奇数 $ 数等行结构异常。**自动触发**：每次写入包含表格的文件后，自动检查表格格式是否符合 Obsidian Markdown 规范。手动触发：当用户提到"表格格式错误"、"表格显示异常"、"表格渲染问题"、"Callout 表格"时使用此 skill。

822电子技术基础电路图与电路题分析模块。用于图片/文字电路识别、模电静态/动态分析、数电逻辑/时序分析、电路图生成、微变等效图生成，并自动衔接题型SOP和错题归因。

822电子技术基础核心协调模块。用于专业课进度、欠账、阶段策略、错题标签、MemOS同步、模电/数电优先级和与kaoyan-plan的完成汇报联动。

822电子技术基础考研学习入口。用于湖南大学822专业课的新学、题型训练、错题回收、章节复盘、模电/数电进度推进。默认围绕“章节输入 -> 题型SOP -> 错题归因 -> 进度更新”的考研闭环执行。

822电子技术基础题型SOP模块。用于模电/数电高频题型训练、解题步骤、检查清单、错题归因和考研答题模板。

822电子技术基础知识结构与章节复盘模块。用于模电/数电章节定位、前置知识判断、高频题型映射、学习顺序建议、章节卡片和进度骨架生成。

This skill handles vocabulary quizzes and testing for 考研英语 (Chinese graduate entrance English exam). Use it when users want to test vocabulary knowledge with meaning quizzes, collocation exercises, polysemy-focused tests, or track quiz results with detailed error analysis.

This skill handles review planning and progress tracking for 考研英语 (Chinese graduate entrance English exam) vocabulary learning. Use it when users want to generate spaced repetition schedules based on the SM-2 algorithm, track vocabulary statistics, get daily review lists, or analyze learning progress with phase-based strategies.

考研英语入口路由器。用于英语二词汇、阅读高亮词、复习计划、单词测试、写作输出训练和英语学习状态检查。默认只加载一个最匹配子模块：vocab、review、quiz、writing 或 core。

This skill handles vocabulary organization and word lookup for 考研英语 (Chinese graduate entrance English exam). Use it when users want to extract vocabulary from PDF exports (墨墨/百词斩), generate real exam context articles, detect polysemy (rare word meanings), look up word information, or organize vocabulary cards.

This skill handles writing output training for 考研英语 (Chinese graduate entrance English exam). Use it when users want to practice writing vocabulary replacement, Chinese-to-English translation exercises, word differentiation tasks, or access writing vocabulary libraries for argumentative essays, chart descriptions, and letter writing.

This skill should be used when the user asks to collect graduate entrance exam (考研) information, create/modify exam preparation documents, or update existing study guides with latest data.

This skill handles note generation and updates for 考研数学 (Chinese graduate entrance math exam) preparation. Use it when users want to generate exam-oriented study notes from existing materials, update notes based on feedback, or create structured learning content with LaTeX formatting.

考研数学入口路由器。用于数学二学习中的概念理解、笔记生成、推导补全、题目讲解、知识结构查询、进度/欠账检查。默认只加载一个最匹配子模块：notes、structure 或 core。

This skill provides knowledge point structure templates and module organization for 考研数学 (Chinese graduate entrance math exam). Use it when users want to query the directory structure of high math/linear algebra/probability, get knowledge point relationship graphs, or understand chapter organization.

Generate and maintain 考研 study plans, daily schedules, weekly reviews, task debt recovery, and completion records for the 湖南大学控制工程与科学专硕 prep project. Use for "今天怎么学", "安排计划", "完成了什么", "补计划", "周复盘", and schedule optimization.

维护 .learnings/ 经验库，把过多或反复出现的学习记录、错误日志、规则失效问题聚类诊断，追溯并修改对应 skill、模板、hook、校验脚本或项目规则；修复并验证后再归档或移除已解决记录；同时检查 Codex .agents/skills 与 Claude Code .claude/skills 的共享功能同步。用户提到 learnings 太多、错误反复犯、清理经验库、维护自我学习、压缩错误日志、从错误中修技能、同步 Codex 和 Claude Code 技能时触发。

This skill helps users quickly organize mistakes/errors into subject-specific mistake notebooks. It supports multiple subjects (math, electronics, English), auto-formats mistake entries following the established template with LaTeX support, auto-updates the index table, and appends to existing mistake notebooks without overwriting. Use when user says "整理错题", "记错题", "错题笔记", "把这道题记到错题本", or provides mistake content for recording.

错题精华提炼技能。从指定模块的错题本中提取核心口诀、避坑要点、关键认知、解题方法模板、检查清单、核心陷阱、常见错误模式，生成结构化提炼笔记。触发词："错题精华"、"提炼错题"、"精华提炼"、"错题提炼"、"提取精华"、"生成精华本"、"错题精华总结"。

错题本结构优化技能。自动分析错题关联、按知识点分类索引、生成关联网络图。触发词："重构错题本"、"整理错题结构"、"优化错题索引"。

Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.

This skill should be used when the user asks to parse highlighted English words from an article, especially `==highlighted==` vocabulary in 考研英语 reading notes, and generate an in-place vocabulary analysis section without overwriting the original article.

审计并优化 LLM 提示缓存命中率、输入 token、延迟与调用成本。用于用户要求“优化缓存命中”“降低 token 成本”“审计 LLM 调用”“提示词缓存优化”“优化 AI 调用费用”，或需要为 Claude Code、Claude Code 与应用代码建立可观测性和固定回归样本时。

Audit a Git repository for exposed API keys, tokens, passwords, private keys, and other credentials without printing their values. Use when asked to check repository security, scan for leaked secrets, review files before committing or pushing, investigate a credential leak, or check Git history after a possible exposure.

技能自动化重构器 - 自动提取代码到code.md、拆分过长内容、优化技能结构。**自动触发**：每次修改.claude/skills目录下的SKILL.md或code.md后检测并提示用户确认。手动触发：当用户提到"重构技能"、"拆分技能"、"技能代码分离"、"优化技能结构"时使用此skill。

基于 opencli 命令的智能搜索路由器。当用户想要搜索、查询、查找或研究信息时，尤其是涉及指定网站、社交媒体、技术资料、新闻、购物、旅游、求职、金融或中文内容时，务必使用此 skill

为 Obsidian 文件夹生成 sortspec.md 排序配置文件。 触发场景： - 用户说"生成 sortspec"、"创建排序配置"、"为某文件夹生成 sortspec" - 用户想要自定义 Obsidian 文件列表排序 - 用户提到 Custom Sort 插件配置 - 用户整理 Obsidian 笔记文件夹时需要排序 即使没有明确说"sortspec"，只要涉及文件夹排序配置，也应使用此 skill。

This skill should be used when the user wants to verify whether their understanding of a concept, derivation, note, screenshot, or worked problem is correct, and expects a structured `[!personal]` understanding record with logic-chain checking.

This skill should be used when the user asks to learn about a topic, understand a concept, get explanations about technical subjects, or requests knowledge about any domain.

This skill manages the core infrastructure for 考研英语 (Chinese graduate entrance English exam) vocabulary learning, including MemOS integration for persistent storage, dispatch signal processing, memory compression mode, unified error tracking, and dynamic phase-based vocabulary targeting.

This skill manages the core infrastructure for 考研数学 (Chinese graduate entrance math exam) learning, including MemOS integration for persistent storage, dispatch signal processing, unified error tracking, cross-subject knowledge linking (math→electronics), and proactive knowledge point association.

整理考研数学章节笔记，生成结构化总结文件。**触发词**："章节总结"、"整理章节"、"汇总这一章"、"章节笔记"、"数学笔记总结"、"整理数学笔记"、"做一个总结"、"总结一下这一章"、"帮我总结"。功能包括：提取重要定义定理公式、保留个人理解、按章节结构组织、生成📝章节总结.md文件。

自动分析知识点目录结构，生成 Excalidraw 格式的详细思维导图。适用于考研数学、专业课等知识体系的可视化整理。触发词包括"知识点思维导图"、"生成思维导图"、"知识结构图"、"目录结构图"。