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Research & Data
Turn a question into a research plan
My question is [question]. My audience is [audience]. Define the scope, key terms, date range and inclusion criteria. List the primary-source types to seek. Return a research plan, an evidence-table template and unresolved questions. Do not invent citations.
Research & Data
Audit a claim against a source
Using only the source below, assess this claim: [claim]. Source: [paste source]. Return: exact supporting passage, what it supports, what it does not establish, and a cautious rewrite. If unsupported, say so explicitly.
Writing & Content
A useful writing brief
Create a writing brief for [topic], for [audience], to help them [task]. Use these approved facts: [facts]. Return a proposed angle, outline, examples to include and claims needing evidence. Do not add statistics or testimonials.
Writing & Content
Edit without losing the meaning
Edit the draft below for [audience] and [tone]. Preserve facts, dates, names and qualifications. Return the revised text and a table explaining material changes. Flag unclear claims instead of resolving them by guessing. Draft: [draft].
Office & Productivity
A meeting into accountable actions
From this transcript, extract explicit decisions and action items. For each action return task, stated owner, stated due date and supporting passage. Use "not stated" for missing details. Separate proposals from commitments. Transcript: [transcript].
Office & Productivity
A one-page project brief
Turn these notes into a project brief: [notes]. Include goal, audience, scope, deliverables, dependencies, owner and acceptance criteria. List missing decisions separately. Do not invent dates or commitments.
Coding & Development
Review a small change
Review this diff against the requirement: [requirement]. Diff: [diff]. Identify concrete correctness, security and accessibility issues introduced by the change. For each, give the triggering condition and consequence. Separate confirmed issues from questions.
Coding & Development
A focused debugging plan
I expected [expected], but observed [actual]. Context: [environment and relevant code]. Propose the smallest checks that distinguish likely causes, in order. Explain what each result would imply. Do not rewrite the application before identifying the cause.
Images & Design
Write a precise visual brief
Create a visual brief for [asset] used in [context]. Subject: [subject]. Required details: [details]. Specify composition, lighting, palette, medium and exclusions. Keep brand and product details unchanged. Return three distinct directions without claiming they are generated images.
Video & Animation
An idea into a shot list
Turn this concept into a [duration] video shot list: [concept]. For each shot give purpose, subject action, camera movement, approximate duration and transition. Limit each shot to one main action. Flag any continuity or consent requirements.
Audio & Voice
A script that sounds natural
Write a narration draft about [topic] for [audience], based only on [approved facts]. Target [duration] at my speaking pace of [words per minute]. Mark pauses and unfamiliar pronunciations. Return the script and a fact-check list.
Audio & Voice
A focused interview outline
Build an interview outline for [guest role] about [topic]. The audience wants to understand [goal]. Return an opening question, six follow-ups and two requests for concrete examples. Avoid presuming facts about the guest.
Marketing & Sales
Three campaign angles
Using this approved offer [offer] and audience [audience], write three distinct campaign angles. Each needs a headline, supporting copy, call to action and source claim. Do not add urgency, discounts, results or customer quotes that were not supplied.
Marketing & Sales
Find themes in customer feedback
Analyze this anonymized feedback: [feedback]. Group recurring needs and friction points. For each give supporting quotes, count within this sample and a possible next investigation. Do not generalize the sample to the whole market.
Presentations
Make the deck tell one story
Create a slide outline for [audience] to decide [decision]. Source material: [material]. For each slide give one takeaway, evidence needed and a useful visual form. Keep unsupported claims in a separate research list. End with a specific decision request.
Education & Learning
Practice active recall
Using only these notes [notes], create ten recall questions from basic concepts to application. Put answers in a separate section with source passages. Mark any ambiguity. Ask me one question at a time and offer a hint before the answer.
Automation & Agents
Describe an automation before building it
Describe an automation for [handoff]. Source schema: [schema]. Destination schema: [schema]. Return trigger, field mapping, required permissions, duplicate handling, failure notification and a small test matrix. Flag unresolved business decisions.
AI Assistants
Build a fair tool trial
I am choosing tools for [task]. Candidates: [names]. My constraints are [constraints]. Design the same small trial for each with approved sample inputs, observable acceptance criteria, a result-recording table and human review steps. Do not predict scores or a winner.
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