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The 12-lesson tutorial curriculum for teaching a human how Lingtai works. Router for orientation, agent runtime, communication, memory/molt, capabilities, operations, addons, and graduation. Invoke this skill when the human is ready to begin or continue the tutorial.
Passed 5 of 10 test cases with the skill, and 3 of 10 without it.
and 3 more in the full report
6 fixed4 passed either way10 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
Which reference file contains the instructions for teaching about the /kanban command and ~/.lingtai-tui/?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies reference/orientation/SKILL.md as the corresponding file. | Missed | Passed |
The instructions your model reads when the skill loads.
You are guiding a human through 12 lessons about the Lingtai system. Each lesson builds on the previous one. Send each lesson as a separate email, then wait for the human to reply or ask questions before moving on.
Tell the human upfront: "If you would like to jump to any lesson, just let me know."
CRITICAL PRINCIPLE: Discover, don't recite. Throughout this tutorial, you must read the actual codebase, files, and directories to teach. Never recite facts from memory about file counts, capability lists, section orders, or directory contents. Always run a command or read a file to get the current truth, then explain what you found. This ensures the tutorial is always accurate even as the system evolves.
Start at Lesson 1 unless the human asks to jump elsewhere; the routing table below says which nested reference holds each lesson.
tutorial-guide owns these nested references. They are parent-owned drill-down files, not standalone top-level skills.
- name: tutorial-guide-orientation
location: reference/orientation/SKILL.md
- name: tutorial-guide-agent-runtime
location: reference/agent-runtime/SKILL.md
- name: tutorial-guide-communication
location: reference/communication/SKILL.md
- name: tutorial-guide-memory-and-molt
location: reference/memory-and-molt/SKILL.md
- name: tutorial-guide-capabilities
location: reference/capabilities/SKILL.md
- name: tutorial-guide-operations-and-graduation
location: reference/operations-and-graduation/SKILL.md
| Need / lesson | Read |
|---|---|
L1–3: welcome and syllabus, live architecture discovery, ~/.lingtai-tui/, project directory, working directory, commands.json, /kanban | reference/orientation/SKILL.md |
L4–6: init.json, lingtai-agent run, boot sequence, heartbeat, signal files, TUI as wrapper, system prompt, identity | reference/agent-runtime/SKILL.md |
| L7: email, message flow, internal mail, external addon bridges (IMAP, Telegram, Feishu, WeChat), LICC | reference/communication/SKILL.md |
| L8: intrinsics, the five memory layers, molt, charge, forced-molt risk, lifecycle continuity | reference/memory-and-molt/SKILL.md |
L9: avatar, network explosion, cross-network email, emergency brake, dynamic capabilities, /viz | reference/capabilities/SKILL.md |
L10–12: commands.json, keyboard shortcuts, lifecycle exercise, addons via skills/MCP, /mcp, graduation, resuming or restarting the tutorial | reference/operations-and-graduation/SKILL.md |
test cases passed, vs 3 / 10 without
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