card-coordinator SKILL.md skillA
card-coordinator 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-coordinator@v0.2.0Pins v0.2.0 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-coordinator/SKILL.md- Versions recorded
- 1
- Latest version
- v0.2.0, committed Aug 29, 2026
- Size
- 6,006 bytes
- Repository stars
- 303
- License
- AGPL-3.0
制卡编排协调者：固化「content-curator 策展 → chatanki_run 生成 → card-qa 质检 → batch_update 修正」多代理闭环，质检交接 documentId（qa 只读自取卡片）、全部卡片写操作由主代理执行.
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
# 制卡编排协调者（card-coordinator · Multi-agent Phase 1 → Phase 2）
本技能面向**主代理**（同时持有 `builtin-chatanki_*` 工具与子代理委派能力的会话），
把 Phase 0 的两份子代理档案（`content-curator` / `card-qa`）固化成一条可复跑的编排管线。
## 编排总线（必须按序执行）
```text
Phase A 策展 subagent(content-curator) → 制卡大纲（知识点清单 + 建议 goal）
Phase B 生成 chatanki_run(goal=大纲建议goal) → chatanki_wait 至终态 → 得 documentId
Phase C 质检 subagent(card-qa, documentId) → qa 自己 get_cards 读卡 → 裁决报告（PASS/FAIL + 补丁）
Phase D 修正 chatanki_batch_update_cards / delete_cards / add_cards 套用补丁
Phase E 复检 再次 card-qa（resume 同一会话 + 同一 documentId）→ PASS 后交付
```
### Phase A — 策展（content-curator）
1. 委派前先确认材料资源 ID 真实存在（`resource_list` / `resource_search`）。
2. 委派入参固定为：`{ "task": "材料: <资源ID/章节>。学习目标: <用户目标>。按你的输出契约产出制卡大纲。", "profile": "content-curator" }`。
3. 大纲回来后检查三件事：出处锚点是否齐全、`dup_risk: high` 条目是否需要用户裁决、
建议路由是否与 `chatanki_analyze` 的 `routing.route` 一致（不一致以 analyze 为准并记录差异）。
4. **降级规则**：环境未安装 `content-curator` 档案或没有子代理委派工具时，主代理直接用
`chatanki_analyze` + chatanki skill 的「策展 → 生成 → 质检 决策树」内联完成策展，不阻塞流程。
### Phase B — 生成（主代理专属写面）
1. `chatanki_run`：`goal` 用大纲的「建议 goal 文本」；`maxCards` 用
`chatanki_analyze` 的 `recommended.maxCards`（词汇表 = 条目数 + 余量）；
…Read the whole file at its exact version.
How to install
mdr add helixnow/deep-student/card-coordinator@sha256:81c9755e21b84d02The line at the top of this page pins the label v0.2.0, 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_uttbtpgirq3aof5e)
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 (6006 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_uttbtpgirq3aof5e GET https://markdownregistry.com/api/v1/resolve?ref=helixnow/deep-student/card-coordinator GET https://markdownregistry.com/api/v1/blob/81c9755e21b84d021000b854bcd5ea02e970c248e5c48aa0eaa999cff33a45f4
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.