Siddhant-Goswami

Research ONE topic and write sourced key points to out/research/<slug>.json. Use to research a single topic for the deck; the orchestrator fans these out in parallel.

Grade a single student submission against the course rubric and emit a structured, schema-valid grade JSON. Use when asked to grade, score, or evaluate a submission file.

Research a list of topics and produce a sourced slide deck with per-slide speaker notes. Use when asked to build a lecture/deck from current AI-industry topics. Encodes the whole orchestrator-worker + QA pipeline.

Start a new first-principles lecture deck from a topic. Use when the user wants to scaffold a deck spine, kick off a new talk, workshop, or lecture script, or asks to begin a deck on some subject (often invoked as /new-deck <topic>). Produces the misconception, cold open, first question, principles, and visual cues, then stops for sign-off before full narration.

Design first-principles, Socratic, Feynman-style lecture decks and delivery scripts. Use when the user wants to build or restructure a teaching deck, talk, workshop, or lecture script, sequence an explanation from intuition to formalism, write a cold open or a "first question" hook, add takeaways and verified citations, or turn a technical topic into a narrative that derives before it names. Pairs with the bundled diagram-from-concept skill (for visuals) and, if installed, an external slide-rendering skill such as ai-concept-slides (for rendered slides).

Turn a bracketed visual cue in a lecture script into a hand-drawn Excalidraw concept diagram. Use when a deck beat calls for a pipeline, comparison, layered stack, zoom, or cycle, and you want an animated, progressively revealed visual rather than bullets.