Hackathon skills for AI agents

Coach hackathon teams through their final pitch and demo — restructuring the story, planning slides, scripting the demo with fallbacks, and time-boxing rehearsal. Use when participants are preparing a final pitch, presentation or video demo, or when organisers are coaching teams before demo day.

Review draft hackathon agendas and schedules for hacking-time protection, energy curve, logistics feasibility, contingency and inclusivity. Use when creating, reviewing or stress-testing a run-of-show for an in-person, online or hybrid hackathon.

Build realistic hackathon budgets with per-head cost models, no-show-adjusted catering, sponsorship gap analysis, contingency reserves and cash-flow timing. Use when planning, costing or stress-testing the finances of a hackathon or innovation event.

Review hackathon challenge briefs for clarity, feasibility, judging fairness, sponsor value and solution diversity. Use when creating or reviewing hackathon challenge prompts for hackathons or innovation events.

Analyse post-hackathon feedback, metrics and observations into a structured retrospective report with wins, fixes, sponsor ROI and a follow-up action checklist. Use after a hackathon or innovation event has finished and the team needs to close the loop, debrief and plan the next one.

Generate complete hackathon judging rubrics with weighted criteria, objective score-band anchors, tie-break rules, conflict-of-interest rules and judge briefing materials. Use when designing or reviewing the judging process for a hackathon or innovation event.

Generate a tailored mentor briefing pack for a hackathon — role definition, coverage plan, do/don't list, shift rota and FAQ. Use when an organiser is recruiting or briefing mentors for a hackathon or innovation event, or when a mentor asks how to prepare.

Audit hackathon plans for participant experience quality across the full journey — pre-event comms, arrival, team formation, food and wellbeing, first-timer inclusion, accessibility, mentor access and post-event follow-through. Use when reviewing an event plan, agenda or comms plan before a hackathon, or when diagnosing drop-off, no-shows and poor retention.

Design complete hackathon prize structures — main track, sponsor tracks, and fun categories — with prizes matched to budget, team logistics and audience. Use when planning prizes, prize categories or award ceremonies for hackathons or innovation events.

Write strong sponsor challenge briefs for hackathons from scratch — problem-first statements, fair judging criteria, onboarding resources and prize suggestions. Use when a sponsor, DevRel team or organiser needs to create (not just review) a hackathon challenge brief for an upcoming event.

Write sponsor outreach emails, pitch deck copy and tier packages for hackathons — cold and warm emails, follow-up sequences, tier one-pagers and expectation-setting attachments. Use when a hackathon organiser needs to find, pitch, close or renew sponsors for an upcoming event.

Review hackathon submissions in two modes — participant feedback before the deadline (score framing, story, tech detail, demo, next steps and suggest fixes) and organiser/judge integrity screening (pre-built work, shotgun submissions, plagiarism signals, missing demo evidence). Use when a team wants pre-submission feedback or when organisers/judges need to screen submissions.

Evaluate candidate hackathon venues or audit an already-booked venue against capacity, power, wifi, access, accessibility, catering and contract-risk requirements. Use when choosing between venues, reviewing a venue quote or contract, preparing a site visit, or stress-testing a booked venue before the event.