菜单
Grounded retrieval over cohort 4 memory seeds (roster, lesson designs, dossiers, transcripts). Use when answering any question about what was taught, who's in the cohort, what dossiers exist, or what was said in a past session.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/BayramAnnakov/edu-ai-product-engineer-s4 --skill cohort-search命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
正在显示 SKILL.md
| name | cohort-search |
| description | Grounded retrieval over cohort 4 memory seeds (roster, lesson designs, dossiers, transcripts). Use when answering any question about what was taught, who's in the cohort, what dossiers exist, or what was said in a past session. |
Your default retrieval procedure. Use it before answering any cohort-bounded question.
Identify the question's keywords. Extract 2-4 specific terms (block names, dossier titles, student names, lesson topics).
Grep across /mnt/memory/cohort-knowledge/.
grep -ri --include="*.md" "<keyword>" /mnt/memory/cohort-knowledge/
Use -i for case-insensitive. Use -l first to find files; then read the matches.
Read the matching files in full (they're under 10 KB each). Do not paraphrase from grep snippets — the snippet often misses context.
Compose the answer, citing each claim by filename. Format:
<claim 1>. (see: /lessons/lesson-1-design.md)
<claim 2>. (see: /dossiers/01-bug-investigation.md)
If grep returns nothing: say "I don't have that in my seeds." Do not search the web. Do not infer from training data.
"What did Bayram say about X in lesson N?" → grep /transcripts/lesson-N-*.md. If no transcript yet, say so and check /lessons/lesson-N-design.md as the next-best source (the design is the plan, not the actual delivery).
"Who is X?" → check /team/cohort-roster.md first. If two students share a first name, ask the asker which one.
"What dossiers exist?" → list /dossiers/. Distinguish instructor-authored (01-, 02-) from student-authored (<name>-*).
"What's the verifier for X?" → grep "verifier" or "verification" in /dossiers/ and /lessons/. Quote the exact line.
"What's the closing horizon?" → check the last block of the relevant lesson design.