Skill UI

This skill transforms a raw YouTube video idea into a comprehensive, structured production brief. It guides the user through defining the unique angle, target audience, key value propositions, and necessary assets (CTA) required before filming. It ensures that content planning is professional, differentiated, and ready for a production team.

Guides fine-tuning and evaluation of OpenVLA-OFT/OFT+ for robot action generation, covering LoRA adaptation, continuous action heads, FiLM conditioning, and LIBERO/ALOHA benchmarks plus deployment considerations.

A guide for refining search queries when researching Indian or South Asian actors. It emphasizes the necessity of including domain keywords such as "Bollywood," "Hindi film," or specific Indian award names (e.g., "Filmfare Award") to filter out irrelevant Western search results and drastically improve search precision.

This guide covers the entire South Asian film ecosystem, including Bollywood (Hindi), Tollywood (Telugu), Kollywood (Tamil), Malayalam, Bengali, and Pakistani cinema. It teaches users how to identify regional clues and conduct comprehensive searches, ensuring results are not limited only to Hindi films.

This skill teaches the methodology of forming concrete hypotheses about specific entities (such as film titles, director names, or historical events) when presented with constraints. Instead of performing broad, generic searches, users should leverage their world knowledge to narrow down possibilities, turning a wide query into a precise, verifiable search query. This is particularly effective for academic or historical research.

This technique is designed to identify South Asian (Indian/Bollywood) films when the question provides insufficient information to name the movie directly. Instead, it requires chaining together the biographical details of the actor or director—such as birth year, debut era, family relations, or awards—to first uniquely identify the person, and then use that identity to locate the target film and verify all constraints.

This advanced technique allows users to identify an obscure actor by linking indirect clues across three domains: the director, the film's characteristics, and the actor's biographical details. It is essential when direct searches fail, using the director's work or a film's context as the primary entry point to resolve the actor's identity.

A specialized technique for locating the full legal birth name of European actors, particularly French actors, who frequently use stage names. This process involves a two-phase search: first, identifying the stage name using general career clues (films, era, director); second, using specific queries like "birth name," "née," or "nom de naissance" to bypass the stage name and find the legal name. Ideal for deep biographical research.

This skill guides the identification and search for specialized crew members (such as production controllers, costume designers, music directors) in South Asian cinema. It is essential when a question focuses on technical roles rather than just the director or lead actors. By using specific search queries on reliable databases (like IMDb or Wikipedia) after identifying the film, users can efficiently locate detailed production credits.

This technique is used to locate a specific TV series by leveraging the known filmography of its creator (director, writer, or showrunner). When the question provides clues that the creator also worked on a distinct, identifiable project (e.g., a trilogy or an award-winning miniseries), use that secondary work as a powerful search anchor. Identify the person first using their other works, then trace back through their complete credits to pinpoint the target series.

Generate highly cinematic and vintage-styled opening frames or chapter cards for films and documentaries. This template simulates the authentic look of analog film using light leak effects, 35mm grain noise, and classic letterboxed aspect ratios (2.39:1 or 16:9). Perfect for giving your video project an immediate, professional, and nostalgic film quality.

A specialized checklist and guide for authors targeting the high-theory academic journal, October (MIT Press). This skill helps authors determine if their manuscript offers an original, theoretically rigorous intervention into modern/contemporary art, film, or critical theory, ensuring adherence to the journal's demanding intellectual and stylistic standards.