Write a conference talk proposal / CFP submission for a tech or developer conference. Use when asked to submit to a CFP, propose a talk, or write a session abstract. Produces a compelling title, abstract, audience takeaways, an outline, and the speaker pitch — tuned to what selection committees actually look for.
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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.
Ask for these only if they aren't already provided:
Title options (3) — specific and intriguing; promise a concrete payoff, avoid vague nouns.
Abstract (the public blurb, ~150 words) — hook with the problem/tension, state what the talk covers, and end on what the audience walks away able to do. Written to make an attendee choose this session.
Audience takeaways (3–5) — concrete, action-oriented ("you'll be able to…"), not topics.
Who this is for — audience and level, stated plainly.
Outline — the talk's arc with rough timings (setup → core content/sections → demo → takeaways/Q&A), so the committee sees it's a real, well-paced talk.
Notes to organizers (private pitch) — why this talk, why now, why you're the person to give it; any demo/AV needs.
Speaker bio — 2–3 sentences, credibility without bragging.
Conference CFP practice (clear promise, concrete takeaways, paced outline, the committee's selection lens).
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Design a 360-degree feedback survey or write a structured 360 feedback report. Use when asked to build a 360 feedback process, write 360 feedback for a colleague, design a feedback survey, or produce a feedback report. Produces either a complete survey instrument with rating scales and open-ended questions, or a structured narrative feedback report with themes, strengths, and development areas.
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Decode a 401k or workplace retirement plan — the real cost of its funds, the match's fine print, vesting math, and the plan features worth using or avoiding. Use when someone asks 'is my 401k any good', 'decode my 401k plan', 'which funds should I look at', or 'what fees am I paying'. Produces a fee decode in dollars-over-time, match and vesting math, a fund-lineup triage by cost, and the questions for HR or the plan administrator.
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Design statistically rigorous A/B tests for product features, UI changes, onboarding flows, and pricing experiments. Use when asked to set up an experiment, design an A/B test, calculate sample size, or interpret test results. Produces a complete test plan with hypothesis, variant definitions, sample size, duration estimate, guardrail metrics, and a results interpretation guide.
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Analyse a finished A/B test and write the readout — the result, whether it's statistically and practically significant, what it means, and the ship/no-ship call. Use when asked to analyse experiment results, write an A/B test readout, interpret test data, or decide whether to ship a variant. Produces a clear verdict with the lift and confidence, segment cuts, the risks (peeking, novelty, sample), and a recommendation. Distinct from planning a test — this reads results.
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Build or tailor an academic CV for faculty, postdoc, research or fellowship applications: publications, grants, teaching, supervision and service in the order the field expects, with consistent citations. Use when asked to write my academic CV, update my CV for a lectureship, tenure-track or postdoc application, format my publications list, or adapt my academic CV for an industry research role. Produces the full academic CV, a field-appropriate section order, a clean publications list in one citation style, and a two-page summary version when asked.
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Generate a WCAG 2.2 accessibility audit checklist and remediation suggestions for any UI or design. Use when asked to audit for accessibility, check WCAG compliance, review a design for a11y issues, or create an accessibility remediation plan. Produces a prioritised checklist with pass/fail assessments and specific fixes.
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