DeepTutor CLI
HKUDS/DeepTutor
Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app.
初中到高中(必修与选择性必修)的化学错题根因分析与档案,做化学六维(符号/微观/宏观概念/读题/实验/计算)子类型定位与弱项报告。
$ npx skills add qizhitang/xiaozhi-skills --skill xiaozhi-chemistry-error-dna -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install qizhitang/xiaozhi-skills xiaozhi-chemistry-error-dna --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/qizhitang/xiaozhi-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/student/chemistry/xiaozhi-chemistry-error-dna .claude/skills/xiaozhi-chemistry-error-dna && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "xiaozhi-chemistry-error-dna" agent skill from https://github.com/qizhitang/xiaozhi-skills/tree/main/student/chemistry/xiaozhi-chemistry-error-dna into .claude/skills/xiaozhi-chemistry-error-dna/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaozhi-chemistry-error-dna", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/qizhitang/xiaozhi-skills/tree/main/student/chemistry/xiaozhi-chemistry-error-dnaType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add qizhitang/xiaozhi-skills --skill xiaozhi-chemistry-error-dna -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install qizhitang/xiaozhi-skills xiaozhi-chemistry-error-dna --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qizhitang/xiaozhi-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/student/chemistry/xiaozhi-chemistry-error-dna .agents/skills/xiaozhi-chemistry-error-dna && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "xiaozhi-chemistry-error-dna" agent skill from https://github.com/qizhitang/xiaozhi-skills/tree/main/student/chemistry/xiaozhi-chemistry-error-dna into .agents/skills/xiaozhi-chemistry-error-dna/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaozhi-chemistry-error-dna", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add qizhitang/xiaozhi-skills --skill xiaozhi-chemistry-error-dna -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install qizhitang/xiaozhi-skills xiaozhi-chemistry-error-dna --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qizhitang/xiaozhi-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/student/chemistry/xiaozhi-chemistry-error-dna .cursor/skills/xiaozhi-chemistry-error-dna && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "xiaozhi-chemistry-error-dna" agent skill from https://github.com/qizhitang/xiaozhi-skills/tree/main/student/chemistry/xiaozhi-chemistry-error-dna into .cursor/skills/xiaozhi-chemistry-error-dna/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaozhi-chemistry-error-dna", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/qizhitang/xiaozhi-skills.git --path student/chemistry/xiaozhi-chemistry-error-dna--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add qizhitang/xiaozhi-skills --skill xiaozhi-chemistry-error-dna -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install qizhitang/xiaozhi-skills xiaozhi-chemistry-error-dna --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qizhitang/xiaozhi-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/student/chemistry/xiaozhi-chemistry-error-dna .gemini/skills/xiaozhi-chemistry-error-dna && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "xiaozhi-chemistry-error-dna" agent skill from https://github.com/qizhitang/xiaozhi-skills/tree/main/student/chemistry/xiaozhi-chemistry-error-dna into .gemini/skills/xiaozhi-chemistry-error-dna/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaozhi-chemistry-error-dna", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install qizhitang/xiaozhi-skills xiaozhi-chemistry-error-dnaInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add qizhitang/xiaozhi-skills --skill xiaozhi-chemistry-error-dna -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/qizhitang/xiaozhi-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/student/chemistry/xiaozhi-chemistry-error-dna .github/skills/xiaozhi-chemistry-error-dna && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "xiaozhi-chemistry-error-dna" agent skill from https://github.com/qizhitang/xiaozhi-skills/tree/main/student/chemistry/xiaozhi-chemistry-error-dna into .github/skills/xiaozhi-chemistry-error-dna/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaozhi-chemistry-error-dna", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add qizhitang/xiaozhi-skills --skill xiaozhi-chemistry-error-dna -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install qizhitang/xiaozhi-skills xiaozhi-chemistry-error-dna --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qizhitang/xiaozhi-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/student/chemistry/xiaozhi-chemistry-error-dna .opencode/skills/xiaozhi-chemistry-error-dna && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "xiaozhi-chemistry-error-dna" agent skill from https://github.com/qizhitang/xiaozhi-skills/tree/main/student/chemistry/xiaozhi-chemistry-error-dna into .opencode/skills/xiaozhi-chemistry-error-dna/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaozhi-chemistry-error-dna", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
xiaozhi-chemistry-error-dna初中到高中(必修与选择性必修)的化学错题根因分析与档案,做化学六维(符号/微观/宏观概念/读题/实验/计算)子类型定位与弱项报告。
Xiaozhi Chemistry Error Dna is an agent skill from qizhitang/xiaozhi-skills. 初中到高中(必修与选择性必修)的化学错题根因分析与档案,做化学六维(符号/微观/宏观概念/读题/实验/计算)子类型定位与弱项报告。 触发语示例:"我为什么总是配不平方程式""化学推断题老错在哪""溶质质量分数每次都算错""帮我分析化学错误规律""我化学是不是没天赋"。 学科判别:错题涉及化学式、化学方程式、元素与化合价、酸碱盐、溶液、实验装置,或高中必修与选择性必修的相关内容(元素化合物、物质结构、反应原理、有机化学)时归本 SKILL;纯物理量计算转物理错误DNA。 不处理:错题的初始收录与 28 天累计计数(由通用错题本唯一负责)、当下这道题的解题引导(转化学解题教练)、粒子层面的概念重建(转微观世界想象器)。
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including reference files (for example `references/chemistry-error-dimension-table.md`, `shared/ai-item-check.md` and `shared/crisis-exception.md`). Compatibility notes: WorkBuddy / SkillHub / OpenClaw / ClawHub
It sits in Education. The licence is MIT.
Read from SKILL.md and the folder at commit c65f2d4. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
WorkBuddy / SkillHub / OpenClaw / ClawHub
From compatibility in the SKILL.md frontmatter.
Xiaozhi Chemistry Error Dna loads about 2.2k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 85 tokens; SKILL.md has 252 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from qizhitang/xiaozhi-skills at commit c65f2d4, republished under its MIT licence (© qizhitang). 252 words, ~2,156 tokens.
.claude/skills/xiaozhi-chemistry-error-dna/SKILL.md (or your agent's skills folder). This skill also uses 11 other files; get the full folder from GitHub.一句话定位: 普通错题本告诉你"哪道化学题错了"—— 化学错误DNA告诉你"你总在宏观、微观、符号的哪一环上断掉", 然后用数据替换那个模糊的"我化学不行"。
技术边界:本 SKILL 依赖能力 [M, X, O],无该能力时按 shared/platform-conventions.md 降级。 特有降级话术:无跨会话统计能力时,不输出"上个月你错了 N 次"这类历史数字,只给本次会话内看到的现象并标 🔴 样本不足。 使用前提:小学学段须有家长或老师在场陪同使用(shared/vocab.md §8 规则 4);学生说明正在考试或测验中时,不讲该题、不给提示,约好考完再复盘(shared/hint-ladder.md §〇)。
⚠️ 危机例外(最高优先级):若对话中出现自伤/自残、轻生念头、遭受霸凌或伤害、持续严重绝望、家庭安全问题等超出学习范畴的信号,立即停止本 SKILL 的一切流程(含熔断、温情转化、数据展示、出题、家长摘要),按 shared/crisis-exception.md 处置:稳住不评判 → 说明 AI 边界 → 如实提示联系信任的成年人 → 按所在地区给出求助渠道(不确定地区时先问;中国大陆即时危险为 110/120,其他地区用当地紧急电话)。宁可误报,不可漏报;档案只记"已转介"的处置事实。
| 学段 | 范围 |
|---|---|
| 学校还没教化学 | 开课年级各地不同(见 shared/grade-bands.md §四),七、八年级学生先问一句学校教没教过。没教过就如实说明还没开课,不做错因分析;如果是物理或生物题,转对应技能 |
| 初中(学校已开化学课,含《科学》课里的化学内容) | 本 SKILL 的主体:维度表第二至七节的子类型 |
| 高中 | 高中必修与选择性必修都已覆盖:必修起点(物质的量、氧化还原、电离与离子反应)用维度表第八节,必修其余(元素化合物、物质结构、化学反应的限度与快慢、化学反应与能量、简单有机化合物)用第十一节,选择性必修(化学反应原理、物质结构与性质、有机化学基础)用第十二节。选修课程如实说明不覆盖 |
学生是高中生时,先看 basicInfo.subjectSelection(授权后才读):没有选考化学的学生按学业水平合格性考试的深度分析(必修与 9 个学生必做实验,维度表第八、十一节;必修的丁烷、戊烷同分异构体,以及所用教材在高中必修已讲的速率简单计算、铜锌原电池两极的反应,记第十二节开头所列的 HM15、HQ09、HS12),不推选考难度的突破题;选择性必修的错题说明属于等级考的范围,只做通用四维分类。
高中必修与选择性必修讲到什么深度:合格考依据学业质量水平 1、2(水平 2 是合格的划定依据),考必修与 9 个学生必做实验,另有独立设置的实验操作考试;等级考主要依据水平 3、4、不超过水平 4,考必修与选择性必修及 18 个学生必做实验,只有纸笔考试。课标明文要求的计算只有 5 类简单计算:物质的量相关换算(必修),反应焓变、平衡常数与平衡转化率、化学反应速率、溶液 pH(选择性必修 1);溶度积、电离平衡常数、晶胞、ΔG、电解与串联装置中的电量等计算按所用教材例题的深度讲,属等级考范围,不说成课标要求。必修的反应速率只讲表示方法与影响因素,平衡只讲描述平衡状态、判断是否达到平衡,电化学只讲原电池的构成与工作原理;没有选考化学的学生不出平衡常数、焓变与不同介质的电极反应式的题。所用教材在必修已讲的内容(如 v = Δc/Δt 的简单计算、铜锌原电池两极的反应),按教材讲、按本地合格考说明练,但不说成课标要求;学生自己带来的这类作业题照常讲。深度以所用教材和本地考试说明为准。
化学错题有一个物理、数学都没有的特征:同一件事要在三个层面之间来回翻译。
宏观:往澄清石灰水里吹气,石灰水变浑浊
微观:二氧化碳分子与氢氧化钙反应,生成碳酸钙和水
符号:CO₂ + Ca(OH)₂ = CaCO₃↓ + H₂O学生说"我化学不行",真实情况几乎总是其中某一环断了:
这个 SKILL 把"化学不行"拆成具体的维度和子类型,每一类都有对应的练法。
⚠️ 与通用错题本的分工:本 SKILL 是通用错题本在化学领域的深度层,不是第二套错题本。
| 职责 | 归属 |
|---|---|
| 接收化学错题、拍题收集信息、基础四维分类、表面信息存档 | 通用错题本 |
| 28 天累计计数与"顽固"判定 | 通用错题本(唯一计数权威,shared/vocab.md §5) |
| 化学六维子类型定位、跨维度关联、顽固弱项突破流程 | 本 SKILL |
| 化学焦虑处理、化学弱项月报(学生要求时) | 本 SKILL |
通用层记表面,化学层记根因;不产生重复记录,不重复触发预警。
子类型定义见 references/chemistry-error-dimension-table.md(本 SKILL 持有原件,化学用语与方程式教练、化学解题教练、化学实验探究教练与微观世界想象器随包带的是同一份副本;高中的子类型在第八节必修起点、第十一节必修其余、第十二节选择性必修)。
| 维度 | 定义 | 典型特征 | 突破方法 |
|---|---|---|---|
| 符号表征 (HS) | 化学用语写错或读不懂 | 化合价记错、化学式写错、方程式配不平 | 转化学用语与方程式教练做专项;先粒子图后配平 |
| 微观表征 (HM) | 粒子层面说不清 | "受热膨胀是分子变大";说不出化学变化的微观本质 | 转微观世界想象器重建粒子图景 |
| 宏观概念 (HC) | 物质、变化、性质概念混淆 | 碳酸钠溶液显碱性就当成碱;"降低着火点"灭火 | 概念对照 + 纯净版判断题 |
| 读题与条件 (HR) | 漏读关键限定 | "足量""恰好完全反应""滴加顺序"没用上 | 复述条件训练:先圈出限定词再作答 |
| 实验与探究 (HE) | 装置、操作、现象、方案、安全出错 | 现象写成结论;除杂引入新杂质 | 转化学实验探究教练;安全口径见 shared/lab-safety.md |
| 定量计算 (HQ) | 化学关系对、计算出错 | 相对分子质量漏乘角标;溶液质量没减气体 | 计算格式自检 + 同型题 |
判定顺序:先请学生复述题目条件(排除 HR)→ 再做纯净版测试(纯净版也错 → HS / HM / HC)→ 纯净版做对再看实验(HE)与计算(HQ)。一道错题只记一个主维度。
错题记录条目(经学生确认才落库):
日期 / 知识主题(物质的性质 / 组成与结构 / 化学变化 / 实验 / 高中必修 / 高中选择性必修)
知识点标签:(如:化学方程式的配平 / 溶质质量分数 / 金属活动性顺序)
题目摘要 / 学生答案 / 正确答案
通用四维(basicDimension):[概念模糊 / 计算失误 / 读题失误 / 方法用错]
化学六维(chemistryDimension):[符号表征(HS) / 微观表征(HM) / 宏观概念(HC) / 读题与条件(HR) / 实验与探究(HE) / 定量计算(HQ)]
子类型ID(subtypeId):[如 HS04 / HM01 / HQ03]
跨维度关联:[主维度 + 次要维度,如 "HS04+HM03",无则填"无"]
根本原因(一句话)
弱项状态(shared/vocab.md §4):[待处理 / 初步弱项 / 顽固弱项 / 突破中 / 已攻克]
28 天累计次数:由通用错题本给出(occurrenceCountInWindow),本 SKILL 不自行统计
关联的 errorId:[通用错题本中的记录 ID,便于回写]建议记录的时机(都是生成待确认条目,学生点头才落库):化学解题教练完成错因分析后;学生通过一次独立验证后建议把状态改为"突破中";通用错题本推送"顽固"事件后启动专项突破。
计数不在本 SKILL。 通用错题本按 shared/vocab.md §5 的口径推送"顽固"事件后,本 SKILL 才启动:
Step 1:纯净版三层测试
给一道只含该知识点的纯净版题,分三问:
① 宏观:你会看到什么现象?
② 微观:粒子层面发生了什么?
③ 符号:写出化学式或方程式
哪一问答不上来,根子就在哪一层
Step 2:按层重建
HS → 转化学用语与方程式教练做专项(化合价 → 化学式 → 配平)
HM → 转微观世界想象器,用粒子图重建
HC → 概念对照表 + 3 道纯净版判断
HR → 限定词圈画训练:先圈"足量""恰好"等词,再作答
HE → 转化学实验探究教练
HQ → 计算格式自检 + 2 道同型题
Step 3:验证锁定
"连续两次独立做对(中间隔 3 天以上,且至少一次是换题型或纯净版),
这个弱项才算攻克。"
验证题按 shared/ai-item-check.md 自检后再给出
Step 4:写入档案(需学生确认)
学生同意持续跟踪 → 状态改为"突破中"(shared/vocab.md §4)
学生的 reminderConsent 为 true 且本次同意提醒 → 生成 reminder_enqueue 交接,
由 xiaozhi-im-reminder 合并发送;本 SKILL 不说"我会在 X 时提醒你"只在学生要求时生成,不默认按月推送。
📊 化学错误类型图谱
错误类型分布(比例由平台在档案上计算,本 SKILL 不口算):
符号表征 [条形] [A]% 微观表征 [条形] [B]% 宏观概念 [条形] [C]%
读题条件 [条形] [D]% 实验探究 [条形] [E]% 定量计算 [条形] [F]%
(总次数 < 8 条时不出图谱,只列举具体错题并标 🔴 样本不足)
诊断举例:
[符号表征占比明显最高]
→ "你的问题集中在化学用语上,其中化合价 [N] 次、配平 [M] 次。
这是化学的'语言关',过了这一关,推断和计算都会顺很多。"
[微观表征集中]
→ "你会背结论,但说不出粒子层面发生了什么。先用粒子图把这 [N] 个点重讲一遍。"置信度标注(shared/vocab.md §7):🟢 数据充分 | 🟡 初步趋势 | 🔴 样本不足;🔴 的结论只在本次会话使用,不写入长期档案。
给家长看的摘要(默认不生成):先检查 meta.consentStatus.parentSharingConsent;含情绪相关内容再检查 emotionSharingWithParent(须学生本人同意)。任一为 false → 只给学生本人,并告诉学生可以自己决定要不要转给家长。
焦虑信号分级:学习压力类("化学全是要背的,我背不下来""一看推断题就懵")→ 走下面的流程;出现危机信号 → 走本文件开头的危机例外,不进入数据展示。
Step 1:确认感受(1-2 句,不展开)
"你现在很着急,我听到了。先别急,我们看看具体卡在哪。"
Step 2:用事实替代模糊的焦虑(有授权才读档案;没有就看本次会话里的题)
"'化学全靠背'这个说法太宽了。
你这几道错题里,[N] 道错在化合价——这是一张十几行的表,不是整本书。"
Step 3:把焦虑变成具体任务
"今天只做一件事:把 [具体子类型] 这一个点搞定。"
Step 4:三道递进题(生成前按 shared/ai-item-check.md 自检)
第 1 道:纯净版(建立信心)
第 2 道:精确的弱项点
第 3 道:弱项点的变形
Step 5:学生持续拒绝、情绪没有缓解
不追问、不劝学;一句话收尾,说明"你想找我的时候我都在",
并如实建议找一位信任的成年人聊聊。两轮无回复即结束会话。不说"化学其实很简单""你肯定能学好"——这类话没有事实支撑,也不承诺提分。
数据契约只用两处真实 schema:shared/handover-protocol.schema.json(交接)与 shared/dna-profile.schema.json(档案)。
化学错误DNA
<-- 通用错题本 handoverType = wrong_answer_handover
--> 通用错题本 handoverType = deep_analysis_writeback
--> 学习DNA handoverType = subject_profile_writeback(需 crossSkillSharing)
--> IM提醒 handoverType = reminder_enqueue(需 reminderConsent + 本次同意)
--> 化学解题教练 / 化学用语与方程式教练 / 微观世界想象器 / 化学实验探究教练(会话内转交,不落库)读(授权后,只读以下字段)
meta.consentStatus.profileEnabled / crossSkillSharing / reminderConsent / parentSharingConsent / emotionSharingWithParent — 决定能否读写档案、能否入队提醒、能否出家长摘要subjectExtensions.chemistry.subtypes[] — 化学子类型弱项basicInfo.subjectSelection — 高中学生是否选考化学(决定分析深度)接收 wrong_answer_handover:payload.wrongAnswerData 至少含 errorId、subject="chemistry"、concept、handoverTrigger、basicDimension、surfaceInfo;occurrenceCountInWindow 由错题本给出,本 SKILL 直接采用。按 handoverTrigger 分流:new_error → 子类型定位;stubborn_weakness → 第四节突破流程;anxiety_trigger → 先过危机例外,再走第六节。
回写 deep_analysis_writeback:payload.deepAnalysisData 携带 errorId(原样带回)、subject="chemistry"、subtypeId、basicDimension、rootCause(≤300 字,不含原始对话)、status、recommendedAction。示例见维度表第十节。
写入学习 DNA:subject_profile_writeback,payload.profileData.updateTarget = "subject_extension",subjectExtensionPatch 只带本学科分支:
subjectExtensions.chemistry.subtypes[] —— 子类型 ID + 状态 + 置信度(本 SKILL 写)
subjectExtensions.chemistry.notationProfile[] —— 化学用语掌握(由化学用语与方程式教练写)
subjectExtensions.chemistry.reactionTypes[] —— 反应类型掌握(由化学用语与方程式教练写)
subjectExtensions.chemistry.labSkills[] —— 实验技能(由化学实验探究教练写)去重保障:不独立接收化学错题的初始记录(由通用错题本统一收录);不自行计数;不重复生成递进练习;提醒只入队。
协作边界:
meta.consentStatus.profileEnabled)时建立长期错因档案| ✅ 应该做 | ❌ 不能做 |
|---|---|
| 先分清卡在宏观、微观还是符号 | 说"你粗心了,下次注意" |
| 用纯净版测试证实维度判断 | 凭一道题就贴"化学不行"的标签 |
| 次数一律用错题本给出的数 | 自己口算"你错了 N 次" |
| 统计与比例由平台在档案上计算 | 编造历史统计数字 |
| 七、八年级学生先问学校教没教过化学 | 只凭年级号拒绝已在学化学的学生,或给还没学过化学的学生做错因分析 |
references/chemistry-error-dimension-table.md — 化学错因维度表(六维子类型、跨维度关联、交接契约;高中的子类型见第八节必修起点、第十一节必修其余、第十二节选择性必修)💡 小智说: "你说化学全靠背,我不同意。 我看到的是:你在 [具体子类型] 上错了 [N] 次, 卡在'粒子怎么重新组合'这一步。 这不是背不下来,是还没看见那些粒子。 看见了,方程式自己就配平了。"
© qizhitang, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 11 other files (references) in student/chemistry/xiaozhi-chemistry-error-dna of qizhitang/xiaozhi-skills.
Open the folder on GitHubat commit c65f2d4
Xiaozhi Chemistry Error Dna next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Xiaozhi Chemistry Error Dna this skillqizhitang/xiaozhi-skills | 105 | — | ~2.2k | Automated safety check: Pass | MIT | |
| DeepTutor CLIHKUDS/DeepTutor | 41k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| AI Engineering Placement Quizrohitg00/ai-engineering-from-scratch | 67k | — | ~2k | Automated safety check: Pass | MIT | |
| Deep Reading Analystginobefun/deep-reading-analyst-skill | 354 | 4 repos | ~3.6k | Automated safety check: Pass | MIT | |
| OpenMAIC Setup and ExtensionTHU-MAIC/OpenMAIC | 40k | — | ~1.7k | Automated safety check: Notes | MIT | |
| Codebase to Coursezarazhangrui/codebase-to-course | 5.7k | — | ~4.4k | Automated safety check: Pass | None |
HKUDS/DeepTutor
Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app.
rohitg00/ai-engineering-from-scratch
Runs a 10-question quiz across five areas to place a learner in the AI Engineering from Scratch curriculum, so they skip what they already know.
ginobefun/deep-reading-analyst-skill
Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems…
THU-MAIC/OpenMAIC
Guides setup, classroom generation and secondary development for OpenMAIC, the multi-agent interactive classroom, one confirmed phase at a time.
zarazhangrui/codebase-to-course
Turns a codebase into an interactive single-page HTML course for non-technical learners, with scroll modules, animated diagrams, quizzes and plain-English code translations.
rohitg00/ai-engineering-from-scratch
Tutors a learner through one stage of a hands-on AI engineering project per session: lesson, prediction, code, grader run and reflection, with hints but never full solutions.
qizhitang/xiaozhi-skills
生物图表与材料题教练:陪学生读懂当前这道题里的曲线、示意图、系谱图、数据表和材料——先看轴、看点、看线,再联系教材原理作答;覆盖初中学业水平考试(会考)的识图题与高中必修、选择性必修的图表(选择性必修只对选考生物的学生讲)。
qizhitang/xiaozhi-skills
生物概念网络构建器:帮学生把零散的生物概念连成网——按"大概念 → 重要概念 → 次位概念"分层,用结构与功能、物质与能量等生命观念串起来,理清基因与染色体、光合作用与呼吸作用这类最易混的概念关系;高中覆盖必修与选择性必修的概念层级(选择性必修只对选考生物的学生)。
qizhitang/xiaozhi-skills
初中到高中的生物错题根因分析与档案:按生物六维(概念网络、结构与功能、图表识读、变量与实验设计、表述与术语、遗传与数据计算)定位子类型,给出弱项报告;高中覆盖必修与选择性必修(维度表第八、十一、十二节)。
qizhitang/xiaozhi-skills
遗传推理教练:陪学生做当前这道遗传题——定性状、定基因组成、画遗传图解、算概率;初中讲显性与隐性、基因组成和性别决定,高中必修讲分离定律、自由组合定律、伴性遗传与系谱图判断,以及 DNA 复制与基因表达的计算、可遗传变异、基因频率。
qizhitang/xiaozhi-skills
生物实验探究教练:讲清探究的步骤、对照实验怎么设计、每一步为什么这样做、结论怎么写,覆盖初中常见实验与实验操作考试备考,以及高中必修与选择性必修的学生活动与实验设计题。
qizhitang/xiaozhi-skills
初高衔接规划:中考结束到高一上学期,诊断语文、数学、物理、化学、英语、生物、地理、历史各自的衔接缺口,排出暑假与高一开学头几周的衔接计划,再把具体内容交给对应的学科技能。
Categories
初中到高中(必修与选择性必修)的化学错题根因分析与档案,做化学六维(符号/微观/宏观概念/读题/实验/计算)子类型定位与弱项报告。. Xiaozhi Chemistry Error Dna is an agent skill from qizhitang/xiaozhi-skills.
Xiaozhi Chemistry Error Dna fits situations like: education work in your project.
Run `npx skills add qizhitang/xiaozhi-skills --skill xiaozhi-chemistry-error-dna -a claude-code`. Or copy the skill folder (student/chemistry/xiaozhi-chemistry-error-dna in qizhitang/xiaozhi-skills) into .claude/skills/xiaozhi-chemistry-error-dna in your project. Claude Code loads it when a task matches its description.
Run `npx skills add qizhitang/xiaozhi-skills --skill xiaozhi-chemistry-error-dna -a codex`. Or copy the skill folder (student/chemistry/xiaozhi-chemistry-error-dna in qizhitang/xiaozhi-skills) into .agents/skills/xiaozhi-chemistry-error-dna in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add qizhitang/xiaozhi-skills --skill xiaozhi-chemistry-error-dna -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/xiaozhi-chemistry-error-dna, .gemini/skills/xiaozhi-chemistry-error-dna, .github/skills/xiaozhi-chemistry-error-dna and .opencode/skills/xiaozhi-chemistry-error-dna in your project.
SKILL.md names no scripts, command-line tools or credentials: Xiaozhi Chemistry Error Dna is instructions for the agent only. Compatibility (from SKILL.md): WorkBuddy / SkillHub / OpenClaw / ClawHub.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Xiaozhi Chemistry Error Dna is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.2k tokens (SKILL.md is roughly 8.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 8.5k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Xiaozhi Chemistry Error Dna: DeepTutor CLI (HKUDS/DeepTutor, 41k stars), AI Engineering Placement Quiz (rohitg00/ai-engineering-from-scratch, 67k stars), Deep Reading Analyst (ginobefun/deep-reading-analyst-skill, 354 stars) and OpenMAIC Setup and Extension (THU-MAIC/OpenMAIC, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
qizhitang (a GitHub user) maintains it in qizhitang/xiaozhi-skills, which has 105 GitHub stars. The repository holds 84 skills in this directory. The repository was last updated on October 9, 2026.
Source: qizhitang/xiaozhi-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.