ai-shifu-course-creator
Convert raw course material into optimized, runnable MarkdownFlow
Best for Curriculum developersWorks with GitHubLow risk
⌘source
- author
@LeoYeAI- language
- Python
★2kstars
306forks
May 6, 2026
✦overview.md
Key Features
- ·Five-phase processing pipeline
- ·Standard and fallback execution modes
- ·Language resolution with strict priority
- ·Optional authoring control inputs
- ·Converts raw material to teaching scripts
Use Cases
- →Convert existing course notes into structured MarkdownFlow lessons
- →Deploy a new AI-Shifu course from raw content
- →Optimize and deploy course material with specific language and delivery constraints
Best for
- ✓Curriculum developers
- ✓Content creators for AI-Shifu platform
Not ideal for
- !Ad-hoc single lessons
- !Non-teaching content
FAQs
name
ai-shifu-course-creator
description
Convert raw course material into optimized, runnable MarkdownFlow teaching scripts and deploy them as live courses through a five-phase pipeline covering segmentation, orchestration, generation, optimization, and deployment.
Course Creator
Convert raw course material into runnable, optimized MarkdownFlow lesson scripts and deploy them as live AI-Shifu courses.
Execution Modes
- Standard mode (default): Input quality is sufficient; run requested phases in full.
- Fallback mode: Input is incomplete or low quality; produce coarse outputs, mark uncertainty, and provide focused rerun hints.
Language Resolution Policy
See references/language-resolution.md for the full policy.
Resolve target language with this strict priority:
explicit_output_language_requesttarget_language_parametersession_language_preferenceprompt_language_detectionsource_material_dominant_languagedefault_fallback_language(en-US)
Authoring Control Inputs
Use these optional controls across all phases:
course_profile(json): audience level, prerequisite level, lesson duration target, lesson count target, and assessment mode.delivery_constraints(json): interaction density, platform limits, must-cover topics, avoid topics, and non-negotiable source fragments.
See references/input-contract.md for recommended object shapes.
Output Boundary
$install
1-click copynpx skills add LeoYeAI/openclaw-master-skills --skill ai-shifu-course-creatorSafety assessment
★
Clarity score
How clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
3/ 5
goodMostly clear, but there are still a few confusing or poorly structured parts.
◎
Actionability score
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
3/ 5
mediumPartially actionable with several concrete steps, but still missing important details.