What problem does it solve? Coming up with a conference talk idea and writing a compelling CFP submission is hard: people often don't know which of their topics has real energy behind it, and abstracts get rejected for being vague, generic, or untailored to the venue. This Skill runs a short interview to detect the topic the speaker is genuinely energized by, sanity-checks it for audience fit, and produces copy-pasteable CFP answers. ## Core Features & Use Cases - Live topic detection: Runs a structured interview and ranks candidate topics using structural signals in the person's own words (spontaneous return, concrete detail, forward motion), calibrated against their baseline rather than raw word count. - Applicability filtering: Checks whether the most energizing topic would land with a conference audience, and reframes niche topics as general-lesson case studies instead of silently substituting safer ones. - CFP drafting: Researches the target conference's actual CFP (fields, tracks, deadlines), then produces title, abstract, organizer description, and concrete audience takeaways, delivered as a fillable HTML page with per-field Copy buttons. - Use Case: A developer says "I want to submit to PyTexas a talk about linters making AI workflows more efficient." The Skill skips the interview, researches PyTexas's CFP, and returns a ready-to-paste title, abstract, description, and takeaways. ## Quick Start Ask the assistant to help you find and write a conference talk proposal, for example: "Help me come up with a talk and write a CFP submission for PyCon."
