Learning & Documentation Agent Skills for Cursor

Generates structured shot lists, keyframe prompts, and MiniMax H3 video directives for AI short-drama production pipelines.

Design a Funhouse Mirror activity where students use their own domain expertise to detect AI distortions, omissions, and overconfidence.

Audit and redesign AI-generated feedback for pedagogical quality, timing, and learning impact.

Write and direct production-ready AI films from novels, scripts, outlines, transcripts, or rough ideas.

This skill is part of a three-layer AI collaboration system: This skill helps design project architecture that maximizes AI collaboration…

Design a fact-checking protocol for AI-generated text, extending SIFT with AI-specific adaptations for hallucination detection.

Fetches and formats daily AI industry news, model releases, research papers, and curated trends into readable Markdown briefings.

Conducts progressive 10-round AI Product Manager mock interviews based strictly on your study notes with detailed scoring and…

Resolves developmental annotations that have been queued for AI action by the author.

Orchestrates end-to-end AI short drama production from initial concept to TikTok/Douyin ready video prompts and publishing packs.

Update AGENTS.md with project-specific context for Factory AI based on codebase analysis

Use for all Alpine.js v3 work. Covers x-data, x-show, x-if, x-for, x-model, x-transition, x-bind, x-on, magic properties, stores, custom…

Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension.

Technical documentation specialist and knowledge curator.

Use when targeting American Economic Journal: Economic Policy or deciding whether a policy-relevant applied economics manuscript fits this…

Analyzes an existing codebase and generates structured documentation for onboarding engineers and AI agents.

Build ghost-in-the-machine sci-fi story spines.

Create short animated explainer videos from a topic.

Fetch up-to-date documentation, API signatures, and verified code examples via Context7.

Use when targeting Annual Review of Economics or deciding whether a synthesis / review manuscript fits this venue.