Conference Talk Proposal Skill

CFP committees skim dozens of submissions; they pick the ones with a clear, specific promise and an obvious takeaway. This skill turns a talk idea into a submission that gets accepted — a sharp title, an abstract that hooks then delivers, concrete audience takeaways, a credible outline, and the "why me, why this" pitch.

Required Inputs

Ask for these only if they aren't already provided:

• The topic & core message — what the talk is about and the one thing people leave with.
• Target audience & level — who it's for (beginners, senior backend, SREs…) and assumed knowledge.
• The story / evidence — the real experience, project, data, or failure behind it.
• Format & length — talk type and duration (lightning / 30 / 45 min, workshop).
• Speaker background (optional) — relevant experience, for the bio/pitch.

Output Format

Talk proposal