Learning & Documentation Agent Skills

Build a five-level rubric with coherent logic for a learning target within a developmental band.

Crafts restrained, precise Chinese fictional stories using a distinctive billionaire cold-ledger narrative style and deadpan dark humor.

Documentation collapse anti-patterns - detection rules, bad examples, and remediation strategies for type-mixing violations

Collect and fact-check prewriting sources for Chinese AI and adjacent technology media content.

Guides Chinese university students through career direction, single-point decisions, and actionable four-year academic and career planning.

Provides comprehensive color science and colorimetry knowledge based on Prof. Ming Ronnier Luo's curriculum, covering CIE models…

You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human.

Communications-domain literature review with Claude-style knowledge-base-first retrieval.

Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and…

Granular feedback on drafts without rewriting.

Company Architect: builds a business from scratch as an OKF (Open Knowledge Format) bundle — a tree of version-controllable .md files with…

Audits company profile drafts against business facts, brand guidelines, and layout rules while generating optimized SEO metadata.

Orchestrate compassionate systems tools from issue or aspiration to wise action.

Designs and reviews rigorous competency-based educational assessments aligned with Taiwan's 108 Curriculum Guidelines.

Translate an external competency framework like DigComp, GreenComp, or ISTE into classroom-ready activities.

Unpack a broad standard or competency descriptor into specific, assessable success criteria and sub-skills.

Use when compiling a LaTeX paper, debugging LaTeX errors, building a paper PDF, or when a .tex file fails to produce output.

Draft regulatory and rigor compliance sections of a grant — Human Subjects (PHS Human Subjects and Clinical Trials info, inclusion)…

Use when designing a specific module component - creates architecture/component_name.md with purpose, interface, dependencies, and pattern…

Transforms complex concepts and source materials into structured, hand-drawn scenic Chinese knowledge cards and booklets.

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing…