菜单
learnstack system overview and command reference. Entry point for new users. Shows all available skills, the session flow, and how to get started. To begin a session, run /orchestrate-learn. To set up a profile, run /profile.
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。
基于 SOC 职业分类
Daily Goal & Session Planner. Sets one concrete, achievable end goal for the session and breaks it into timed blocks: theory → practice → double-check → notes. Reads learner profile and session history. Never proceeds without stating the end goal first.
The Examiner — Gap Finder. Two modes: --session tests today's understanding with hard questions and produces a gap report. --weekly reviews the past week's sessions for pace, retention, and plan adjustment. Always cites resources. Appends findings to the session file and PROGRESS.md.
Feynman Mode. Two uses: (1) --consolidate: called after theory gate clears — learner explains it back to confirm understanding before practice. (2) diagnostic (default): called when stuck — find where the explanation breaks and rebuild from there. Both modes cite only confirmed resources.
Hands-On Practice Engineer. Gives real coding exercises, lifecycle traces, design tasks, or security audit simulations — all sourced from the learner's confirmed resources. Reviews the learner's submitted work and gives targeted feedback. Never theory-only. Every exercise is traceable to a real source.
Interview Simulator. Reads everything you've learned so far and runs a realistic interview session tailored to your topics. Asks questions one at a time, scores each answer (0–10), reveals the correct answer after each response, produces a scored report, and tracks your improvement across runs (run 1: 45% → run 2: 62% → ...).
Memory Specialist. Converts everything learned in the session into ready-to-import Anki cards with custom mnemonics tailored to the learner's obstacles. Creates a spaced-repetition review schedule. Every card cites its exact source. Saves to study-notes/anki/YYYY-MM-DD.csv.
| name | learnstack |
| version | 1.0.0 |
| description | learnstack system overview and command reference. Entry point for new users. Shows all available skills, the session flow, and how to get started. To begin a session, run /orchestrate-learn. To set up a profile, run /profile. |
| allowed-tools | ["Bash","Read","Write","AskUserQuestion"] |
learnstack turns Claude Code into a personalized learning mentor. Every skill reads your learner profile and session history so each session builds on the last — you never start cold.
First time:
/profile
Every day after that:
/orchestrate-learn
| Skill | When to use |
|---|---|
/profile | First session, or when your goals change |
/orchestrate-learn | Start of every learning day |
/review | 5-min warm-up before every session — re-activates last session's key concepts |
/daily | Set today's specific goal and session plan |
/socratic-tutor [topic] | Main theory block |
/hands-on [exercise] | Practice block |
/memory-drill | After any lesson — Anki cards + mnemonics |
/examiner | End of session (--session) or end of week (--weekly) |
/interview-sim | Interview simulation — scored Q&A from all covered topics, tracks improvement across runs |
/feynman [concept] | After theory block — always required before practice |
/unstuck | When stuck and you don't know why |
/notes | End of every session — saves everything |
/orchestrate-learn ← reads history, shows progress, sets direction
└─ /review ← 5-min warm-up: re-activates last session (skipped on first session)
└─ /daily ← sets today's goal and timed blocks
└─ /socratic-tutor ← theory with Socratic questions (understanding gate)
└─ /feynman ← explain it back — required consolidation before practice
└─ /hands-on ← practice from confirmed resources (if applicable)
└─ /memory-drill ← Anki cards + mnemonics
└─ /examiner --session ← gap check, marks goal ✅/🔄/❌
└─ /notes ← saves session, updates PROGRESS.md, commits
/interview-sim ← run anytime after lessons to test yourself
Modes:
/interview-sim all covered topics, screening format
/interview-sim --topic [topic] focus on one topic
/interview-sim --type deep-dive harder questions + follow-ups
/interview-sim --type rapid-fire 10–12 quick questions, breadth test
/interview-sim --review [N] review a past run without re-running
study-notes/
├── LEARNER.md ← your profile (all skills read this)
├── PROGRESS.md ← lesson log — what's done, what's next
├── INTERVIEW_PROGRESS.md ← interview simulation score history
├── sessions/
│ └── YYYY-MM-DD.md ← full notes: theory, practice, Q&A, summaries
├── interview-sims/
│ └── YYYY-MM-DD-[type]-[N].md ← full Q&A log + scorecard per run
└── anki/
└── YYYY-MM-DD.csv ← ready-to-import Anki deck