Mooc Course Search

MOOC 课程搜索与推荐服务。适用于找课、课程对比、按学习目标筛课、关注证书与评价等场景。关键词：MOOC、慕课、课程推荐、课程对比、证书、考研、机器学习、高等数学。

Security Scan

The skill is an instruction-only MOOC course search helper that calls public Youdao course-search/detail endpoints and its requirements and behavior are largely consistent with its description; minor documentation gaps about authentication are the only notable uncertainty.

Purpose & Capability

Name/description (MOOC course search & recommendation) matches the instructions (generate queryList, call course search and optional detail endpoints, analyze results). The described endpoints point to youdao's mcp service which is consistent with providing course search; the README/SKILL.md roles align with the stated purpose. Small note: the SKILL.md mentions the platform '中国大学 MOOC' while the endpoints are on youdao (plausible aggregator rather than a direct mismatch).

Instruction Scope

Instructions explicitly limit actions to constructing search terms, POSTing to the listed APIs, applying retry/timeouts, and returning analyzed recommendations. There are no directives to read local files, access unrelated environment variables, or exfiltrate data to unknown endpoints. Security constraints in the doc discourage leaking credentials.

Install Mechanism

Instruction-only skill with no install spec or code files to write/execute. This minimizes surface area — nothing is downloaded or installed.

Credentials

The skill declares no required environment variables or credentials (which is appropriate for a public-API instruction-only skill). However, the runtime docs mention handling 'authentication failure' as a possible error case and include constraints about not outputting long-lived credentials; that implies the API could optionally require credentials in some deployments. If credentials are needed in your environment, they should be declared and scoped; currently none are requested, which is a documentation gap rather than a clear mismatch.

Persistence & Privilege

always is false and the skill is user-invocable; it does not request persistent presence or elevated privileges and there is no indication it would modify other skills or system settings.

Assessment

This skill appears coherent and low-risk as it only instructs the agent to call documented Youdao endpoints and produce recommendations. Before installing: (1) confirm with the skill provider whether those endpoints require API keys in your deployment (if so, insist any needed env vars be explicitly declared and scoped); (2) verify the youdao endpoints are acceptable under your privacy/usage policies; (3) test with non-sensitive queries to observe network behavior; (4) don't paste any long-lived credentials into prompts — the skill's docs advise against that. If you need higher assurance, ask the publisher to clarify the authentication model and to provide a signed/official source/homepage.

用于搜索 MOOC 课程，并基于用户目标输出可执行的选课建议。

When to Use This Skill

Primary Triggers（优先触发）

• 用户明确要找某主题课程（如高等数学、机器学习、考研相关）
• 用户要求比较多门课程并给出推荐结论
• 用户关心课程详情、学习路径、认证成绩或证书信息
• 用户希望按目标筛选最适合课程（考试、就业、兴趣、转专业）

Automatic Trigger Keywords

• mooc, 慕课, 中国大学MOOC, 课程推荐, 课程对比
• 证书, 认证成绩, 考核方式, 学习收益
• 高等数学, 机器学习, 人工智能,计算机基础, 考研辅导

When NOT to Use This Skill

• 用户仅需通用网页信息检索，且不涉及课程选择
• 用户问题与学习课程无关（如商品比价、新闻热点）

Platform Notes

• 平台：中国大学 MOOC（网易与教育部爱课程网联合推出）
• 特色：名校名师课程丰富，支持免费学习与认证体系
• 学科覆盖：基础科学、人文社科、工程技术、经管法学、农林医药等

Execution Guidelines

Request Endpoint

默认使用以下接口进行课程搜索：

curl --location "https://mcp.study.youdao.com/public/mm-course/course/search" \
  --header "Content-Type: application/json" \
  --data '{
    "queryList": ["高等数学", "微积分", "考研数学"]
  }'

课程详情查询接口（仅在用户明确想进一步了解某门课程时调用，入参来自上一步搜索结果中的 courseId 和 termId）：

curl --location "https://mcp.study.youdao.com/public/mm-course/course/detail" \
  --header "Content-Type: application/json" \
  --data '{
    "courseId": 1207108809,
    "termId": 1472362510
  }'

Runtime Rules

• API 调用应等待服务端完成并返回结果后再继续处理
• 搜索接口请求体使用 queryList
• 根据用户提问自动生成搜索词列表，默认约 3 个，最多不超过 5 个
• queryList 内搜索词应去重，并覆盖同义词/近义表达（如“机器学习/机器学习入门”）
• 仅当用户表达“想进一步了解某门课”时调用课程详情接口
• 详情接口请求体固定使用上一步搜索结果：courseId、termId
• 当搜索结果不足时，需自动改写检索词再检索 1 次
• 结果为空时，明确告知并给出下一轮检索建议

Timeout & Retry

Operation	Expected Time	Recommended Timeout	Notes
Course Search (/public/mm-course/course/search)	5-20s	30s	常规课程检索
Course Detail (/public/mm-course/course/detail)	5-15s	30s	课程详情补全

重试策略（仅瞬时错误）：

1. 第 1 次重试：等待 2 秒
2. 第 2 次重试：等待 4 秒
3. 第 3 次重试：等待 8 秒
4. 最多 3 次，超出后返回失败原因与建议

不重试场景：

• 参数错误或请求体不合法
• 认证失败（访问凭证缺失、无效或已过期）

Endpoint Configuration

• Course Search: https://mcp.study.youdao.com/public/mm-course/course/search
• Course Detail: https://mcp.study.youdao.com/public/mm-course/course/detail

Output Requirements

拿到检索结果后，必须结合用户意图进行二次分析，输出以下内容：

1. 最推荐课程（1-3 门）及推荐理由
2. 每门课程关键信息摘要（课程定位、适合人群、学习收益）
3. 若结果不足，给出更精确的下一轮检索词
4. 若用户关注证书，补充认证与考核相关提示
5. 仅在用户要求进一步了解单门课程时，调用详情接口并补充课程详细信息（如开课院校、授课教师、章节/进度安排、考核与证书说明）
6. 输出时可展示实际使用的 queryList（3-5 个）以便用户理解检索覆盖范围

Interaction Strategy

• 用户目标不清晰时，先澄清学习目标（考试/就业/兴趣）
• 用户强调效率时，优先推荐结构清晰、评价稳定的入门课
• 用户要求进阶时，按“入门 -> 进阶 -> 实战”给出组合建议
• 用户未提出“进一步了解某门课程”时，不主动调用详情接口

Error Handling

推荐按 HTTP 状态码处理：

• 200: 正常解析并输出推荐
• 400: 提示用户优化查询词或参数
• 404: 提示资源不存在并建议更换关键词
• 500/503/504: 按重试策略处理，失败后给出降级建议

Security Constraints

• 不在回复中明文输出长期有效访问凭证
• 不将访问凭证写入仓库文件或日志
• 仅展示与用户问题相关的最小必要信息