Build a new classroom course through an agreed page plan, teacher and learner personas, ordered page generation, and final checks. It defines when pages and narration audio are complete and how to handle generation failures.
中文简介正在准备中。当前显示英语简介。
The baseline method for building ONE stage — a single classroom — with this runtime. Covers how the plan is settled in conversation, the order the generation tools are called in, how the classroom roster is written, when narration has to be re-synthesized, and what must be true before a stage is called done. Load this before generating or rebuilding any stage from scratch, whatever its subject; it is the floor the topic skills build on, not an alternative to them.
安装前可以查看交给 AI 代理的指令内容。
A stage is one classroom: one settled plan, one roster, one deck of pages. This is how a stage is built here, whatever its subject.
A topic skill (deep-interactive, vocational, deep-research,
teacher-style-clone, …) may shape what the stage contains — its structure, its
page types, how scenes are named — and where one is active its instructions win
on those questions. The sequence below is not one of those questions: it is the
same under every topic skill. Read this one first, then the topic skill.
Nothing here applies to a stage that already has pages. A stage with persisted
pages is edited, not built (see pro-editing).
Build a NEW stage only when there are no persisted pages yet. Then, in this order:
title, type (slide / quiz / interactive /
pbl) and brief (this page's teaching intent and content outline, the
same information a planned outline slot used to carry) — in page order.
Settle the plan with the user through ask_user before creating anything:
there is no outline tool to plan with, so the plan is your words and their
sign-off. A topic skill's structural constraints are a diagnostic the
runtime checks against the real stage after each page; you decide how to
act on it.create_stage with the settled course title (pass the series folder's
folderId when the stage is part of a series, so it is filed in the same
call). From here on, pass the returned stageId to every stage tool.set_roster, before any page is generated. Write the classroom the
user settled: exactly one teacher, at least two agents in total, each with
a concrete persona (2-3 sentences on personality and teaching/learning
style, in the stage language) and a voice — call list_voices first and
bind one of the returned providerId::voiceId pairs, or the exact pair
register_voice returned for a cloned voice; omit the binding when no
usable voice exists. Every page's content
and narration is written for the roster that exists when the page is
generated, so a roster settled late is a roster half the stage never saw.generate_scene for EACH settled page, in ascending order — one
page per call, never more. Pass the page's settled title, type and
brief (plus materialFacts when the page's content comes from attached
material); no planned outline is needed. A pbl page is generated the same
way and lands as a full PBL project (projectV2) from its brief; a failed
generation reports an error and writes nothing. Each call is the durable
checkpoint for its page: the page survives an interruption only once the
call has returned.list_scenes to verify every page you settled is actually persisted.None of the planning steps is a place to stop: a turn ends when a page actually
landed, when ask_user is waiting on the user, or when the stage is done by the
check below. Reporting what you have planned, imported or confirmed leaves the
user holding an empty deck.
generate_scene failsTrack generation attempts by stageId + order. Changing the title or brief,
or generating another page in between, does not reset the attempt.
prompt-unavailable or another deterministic failure, do not repeat the
same call.invalid-model-output, change the brief without changing the settled
teaching intent, then retry once. Retry once for a clearly transient provider
failure too.generate_scene again for that target during
this run. Leave the page unwritten, continue with later pages in the same
stage, and name the gap when wrapping up. Do not call ask_user after every
failed page or silently drop the page from the settled plan.Use list_scenes to reconcile persisted pages with the settled plan. A stage
with a missing page can be wrapped up after later pages are built, but it is not
done; name each gap and its latest failure instead of claiming completion.
When a page's narration is written or reworded with patch_stage on an
/actions/... JSON Pointer, call generate_tts on that page. A reworded speech line has
no audio until the page is re-synthesized, so narration text that was changed
and not re-synthesized ships as a silent page.
Every settled page has to be persisted — a stage is done when the deck is complete, not when it is planned or half built.
Every speech action must have audio. read_stage each page at
path:/scenes/<order|id> with detail:"source", check the
audioId field on its speech actions, and call generate_tts on any page that
is missing it. Read what those actions say while you are there: narration that
talks about material this stage does not teach is a defect, whatever its audio
status. Only then is the stage finished.
When every settled page is persisted, say so to the user in one or two sentences.
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Turn past classrooms and chat history into a reusable personal skill for course creation. It examines varied examples, checks recurring patterns and exceptions, and asks for corrections before saving instructions that reflect the user's workflow and quality expectations.
中文简介正在准备中。当前显示英语简介。
Plan and build a connected series of lessons around learners’ experience and goals. After the user approves the complete lesson list, it creates lessons in order, checks continuity, and organizes them in one folder.
中文简介正在准备中。当前显示英语简介。
Design courses where learners explore ideas by changing parameters, following diagrams, running code, playing games, or inspecting 3D scenes. Each main page focuses on one mechanism or structure, with opening and closing pages framing the learning.
中文简介正在准备中。当前显示英语简介。
Create courses grounded in verified external facts, including recent developments, market data, product details, and scientific findings. It researches sources, records which evidence supports each claim, and carries those findings and uncertainties into page plans and content.
中文简介正在准备中。当前显示英语简介。
Check important factual claims in courses or supplied content against available materials and authoritative sources. Review numbers, definitions, and contradictions, then receive a concise report with evidence and suggested corrections, or have generated course pages checked before delivery.
中文简介正在准备中。当前显示英语简介。
Build learning activities where learners explain an idea first, then improve their explanation through focused questions. Include plain language, checks on analogies, application to unfamiliar situations, and a record of remaining gaps and next goals.
中文简介正在准备中。当前显示英语简介。