card-qa-checklist SKILL.md skillA
card-qa-checklist from helixnow/deep-student is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add helixnow/deep-student/card-qa-checklist@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- helixnow/deep-student
- Path
docs/research/anki-ai-native/agents/skills/card-qa-checklist/SKILL.md- Versions recorded
- 1
- Latest version
- v0.1.0, committed Aug 29, 2026
- Size
- 2,589 bytes
- Repository stars
- 303
- License
- AGPL-3.0
卡片质检清单：重复（D1-D3）、粒度（G1-G4）、Cloze 规范（C1-C6）三类规则的判定标准、严重级别与补丁输出格式.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 卡片质检清单（card-qa-checklist）
本技能沉淀 `card-qa` 子代理的判定规则，可独立激活用于主代理自检，也可作为未来确定性 lint（Rust 侧 `chatanki` 质检管线）的规则来源。
## 规则总表
| 编号 | 类别 | 判定标准 | 级别 | 可确定性检测 |
|------|------|---------|------|--------------|
| D1 | 重复 | 正面归一化（去空白/标点/大小写）后相同 | error | ✅ 字符串比对 |
| D2 | 重复 | 语义重复：同一事实的不同措辞 | warn | ❌ 需 LLM/嵌入 |
| D3 | 重复 | 与工作区存量笔记/卡片重复 | warn | ⚠️ 需检索 + 相似度阈值 |
| G1 | 粒度 | 一卡多事实（并列考点、多段背面） | error | ⚠️ 启发式（并列连词/列表项数） |
| G2 | 粒度 | 空泛提问（简述/介绍/谈谈 X） | warn | ✅ 问法黑名单 |
| G3 | 粒度 | 背面过载（> 3 句或 > 60 汉字且可分割） | warn | ✅ 长度阈值 |
| G4 | 粒度 | 离开材料无法唯一作答（缺限定词） | warn | ❌ 需 LLM |
| C1 | Cloze | `{{c1::答案}}` / `{{c1::答案::提示}}` 语法合法，无嵌套、花括号配对 | error | ✅ 正则/解析器 |
| C2 | Cloze | c 编号从 1 起连续无跳号 | error | ✅ 解析器 |
| C3 | Cloze | 单卡挖空组 ≤ 3 | warn | ✅ 计数 |
| C4 | Cloze | 不整句挖空、不挖虚词、答案 ≤ 15 字 | warn | ⚠️ 长度可测，虚词需词表 |
| C5 | Cloze | 挖空语法与卡型互相匹配（Cloze 卡必有挖空，Basic 卡必无） | error | ✅ 卡型 × 正则 |
| C6 | Cloze | 提示不包含答案本体 | warn | ✅ 子串比对 |
「可确定性检测」列标 ✅ 的规则是 Round 2 「确定性质检 lint」候选：可以在 Rust 管线（或 `chatanki_transform` 脚本）中零 LLM 成本实现，LLM 只兜底 ❌ 项。
## 裁决规则
- 存在任一 `error` → 整批 `FAIL`，父代理必须先修复再导出/同步。
- 仅有 `warn`/`info` → `PASS_WITH_WARNINGS`，父代理可带着警告征询用户。
- 全清 → `PASS`。
## 补丁输出格式
…Read the whole file at its exact version.
How to install
mdr add helixnow/deep-student/card-qa-checklist@sha256:54738f2b6eafc8c9The line at the top of this page pins the label v0.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_2u7xxrcqzvm34n2q)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 29, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2589 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
helixnow/deep-student · 303 stars · license AGPL-3.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2u7xxrcqzvm34n2q GET https://markdownregistry.com/api/v1/resolve?ref=helixnow/deep-student/card-qa-checklist GET https://markdownregistry.com/api/v1/blob/54738f2b6eafc8c9ed23577d4991216c966026d4d36df529965ea7b7001c2eeb
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.