name	yao-tutorial-skill
description	Create standalone beginner tutorial packages from a topic or supplied references, with adaptive research, course-style outline design, chapter visuals, and Markdown/DOCX/PDF/HTML exports. Use for textbook-like tutorials, course guides, teaching documents, or long beginner guides; not for quick answers, link summaries, pure diagrams, or file conversion.

Yao Tutorial Skill

Workflow

Normalize topic, audience, outcome, language, formats, user material, style references, and exclusions into brief.json.
Read references/input-adaptation.md; use user material as the spine when sufficient, then add only needed external research.
Read references/research-sourcing.md; create research/user-materials-register.md when needed, research/source-register.md, and research/evidence-map.md.
Read references/tutorial-outline-and-writing.md plus references/course-design-principles.md; write outline.md, then standalone public tutorial.md using 第1章 and 1.1.
Read the editorial and visual references; create visuals/visual-spec.json, then run build_visual_pack.py and capture_visuals.py.
Read references/export-workflow.md; run export_tutorial.py and then validate_package.py.
Report exact failures and fallbacks. Never fabricate X posts, papers, repo details, dates, or citations.

Quality Gates

User material controls intent when strong enough; external evidence fills verification and gaps.
Public exports never show internal source IDs or reference-packet provenance.
Copy reads as a standalone formal teaching product.
Every numbered chapter has a matching visual spec and embedded visual.
Default full tutorial length is 5000-10000 Chinese characters or 3500-7000 English words unless requested otherwise.
HTML uses centered report-shell; DOCX/PDF have no visible headers, footers, local paths, or print chrome.
Delivery passes scripts/validate_package.py or names the remaining warnings/failures.

References

references/input-adaptation.md
references/research-sourcing.md
references/tutorial-outline-and-writing.md
references/course-design-principles.md
references/editorial-production.md
references/visual-html-workflow.md
references/visual-board-benchmarks.md
references/export-workflow.md
scripts/build_visual_pack.py, scripts/capture_visuals.py, scripts/export_tutorial.py, scripts/validate_package.py
templates/topic-brief-template.json, templates/visual-spec-template.json, templates/tutorial-style.css

Yao Tutorial Skill

Workflow

Normalize topic, audience, outcome, language, formats, user material, style references, and exclusions into brief.json.

Read references/input-adaptation.md; use user material as the spine when sufficient, then add only needed external research.

Read references/research-sourcing.md; create research/user-materials-register.md when needed, research/source-register.md, and research/evidence-map.md.

Read references/tutorial-outline-and-writing.md plus references/course-design-principles.md; write outline.md, then standalone public tutorial.md using 第1章 and 1.1.

Read the editorial and visual references; create visuals/visual-spec.json, then run build_visual_pack.py and capture_visuals.py.

Read references/export-workflow.md; run export_tutorial.py and then validate_package.py.

Report exact failures and fallbacks. Never fabricate X posts, papers, repo details, dates, or citations.

Quality Gates

User material controls intent when strong enough; external evidence fills verification and gaps.

Public exports never show internal source IDs or reference-packet provenance.

Copy reads as a standalone formal teaching product.

Every numbered chapter has a matching visual spec and embedded visual.

Default full tutorial length is 5000-10000 Chinese characters or 3500-7000 English words unless requested otherwise.

HTML uses centered report-shell; DOCX/PDF have no visible headers, footers, local paths, or print chrome.

Delivery passes scripts/validate_package.py or names the remaining warnings/failures.

References

references/input-adaptation.md

references/research-sourcing.md

references/tutorial-outline-and-writing.md

references/course-design-principles.md

references/editorial-production.md

references/visual-html-workflow.md

references/visual-board-benchmarks.md

references/export-workflow.md

scripts/build_visual_pack.py, scripts/capture_visuals.py, scripts/export_tutorial.py, scripts/validate_package.py

templates/topic-brief-template.json, templates/visual-spec-template.json, templates/tutorial-style.css

yao-tutorial-skill