Learning & Documentation Agent Skills for Microsoft Copilot

Explain an AI or LLM concept at the depth the person actually needs — working definition, the mechanism, where it breaks, and the decision…

AI short drama generation - account management, script writing, video production.

Synchronizes project configuration files across Agents.md, claude.md, and gemini.md to ensure consistent AI behavior and instructions.

Investigate a codebase and write business-logic documentation for non-developers — how things work, what flows through the system, who…

Verify factual claims in a piece of text against authoritative sources and rewrite it with footnote citations, hedging any claim that…

Use whenever you finish a non-trivial fix, refactor, audit, or decomposition.

Design AI-supported collaborative tasks that structure group interaction and address participation problems.

Map which elements of an assignment benefit from AI assistance vs. which AI use undermines.

Design a structured protocol for auditing AI-generated text against Ennis's six CT standards.

Facilitates the creation of an AI productivity system column by managing writing workflows, research references, and structured content…

Refines AI-generated text by detecting mechanical patterns and re-writing them with a natural, human voice.

Removes common AI-generated text patterns that make writing obviously machine-produced.

Generates cinematic motion videos and high-fidelity lip-sync sequences from images or text prompts using Higgsfield and Kling AI.

Automates the creation of professional product demos, architecture walkthroughs, and visual release notes directly from your codebase.

Use when targeting AIChE Journal or deciding whether a chemical-engineering manuscript fits this venue.

Enforces structured quality gates, checklist reviews, and retrospective protocols for AI-generated short drama productions.

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Automate Aivoov tasks via Rube MCP (Composio).

Contextual AIWG help — explains current version features, answers how-to questions, routes live queries to the steward

Display all available AIWG CLI commands, their arguments, and usage examples

Search AIWG knowledge base for help, documentation, and troubleshooting