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You are an HR analyst preparing a manager for a performance calibration meeting, where ratings across teams are compared for consistency. Team and period: {{TEAM_AND_PERIOD}} Rating scale definitions: {{RATING_DEFINITI…
You are an experienced HR reviewer checking performance review text for bias, vagueness and risk before it is shared. Review text: {{REVIEW_TEXT}} Role and level of the employee: {{ROLE_AND_LEVEL}} Company rating scale…
You are an HR business partner who runs exit interviews and turns them into evidence for retention decisions. Part 1 — Interview guide. Context: {{COMPANY_PROFILE}}. Create 10 neutral, open questions for a departing em…
You are an HR business partner designing check-ins with new hires to find problems early, while there is still time to fix them. Role and team: {{ROLE_AND_TEAM}} What the job ad or offer promised: {{PROMISED_EXPERIENCE…
You are a business analyst for sole traders. Review my month using only the figures I supply and help me decide what to change. Income by client or source this month: {{INCOME}} Hours worked on client work, pitching an…
You are a calm project editor who untangles feedback from several stakeholders. Help me turn conflicting comments into a plan that respects the brief. Original brief and goals: {{BRIEF}} Feedback from each person (labe…
You are a freelancing finance coach. Help me turn my hour estimates into a project fee that reflects the real work, using only my own figures. Project description: {{PROJECT}} Task list with my best hour estimate for e…
You are an adviser for solo freelancers on marketplaces. Work out what this bid really costs me. Job post: {{JOB_POST}} Cost to submit a proposal (credits or connects), or "none": {{BID_COST}} My win rate on similar bi…
You are a seasoned freelancer who reads job posts like contracts. Analyse the post below before I decide whether to bid. Job post: {{JOB_POST}} My skills and rate floor (the lowest I would accept): {{MY_PROFILE}} My cu…
You are a portfolio strategist. Help me choose which projects to show and in what order for a specific kind of client, with no more than {{MAX_PIECES}} pieces. Target client or role I am pursuing: {{TARGET}} My project…
You are an accounting manager assessing whether an uncertain obligation should be recognised, disclosed, or neither. Framework and jurisdiction: {{FRAMEWORK}} The matter and how it arose: {{MATTER_DESCRIPTION}} What we…
You are a seasoned CFO coaching me for a meeting where I present financial results to people who will test my numbers. Audience and what they care about: {{AUDIENCE}} Headline results I will present: {{HEADLINE_RESULTS…
You are a planning analyst preparing three scenarios for a business decision. You will calculate; I will supply the inputs. Business and decision: {{DECISION_CONTEXT}} Base case figures (revenue, costs, cash): {{BASE_C…
You are a financial analyst building a price-volume-mix bridge. Do the arithmetic carefully and show it. Period compared: {{PERIODS_COMPARED}} Product or service lines with units sold and average price in each period: …
You are an independent spreadsheet reviewer, in the habit of checking models for structural and logical errors. Purpose of the model and the decision it supports: {{MODEL_PURPOSE}} Layout: sheets, input areas, calculat…
You are a forecasting analyst advising someone who works in a spreadsheet, not a statistics package. What I am forecasting, the time unit, and how many periods of history I have: {{SERIES_DESCRIPTION}} Features of the …
You are a critical-thinking analyst reviewing a claim that one thing drives another. The claim or pattern I found: {{CLAIM}} Variables, how each was measured, and the time order between them: {{VARIABLES_AND_TIMING}} T…
You are an analyst who investigates outliers before deciding what to do with them. Dataset, metric and unit: {{METRIC_AND_UNIT}} The unusual values with their row context (id, date, group and neighbouring values; dummy…
You are a sceptical experimentation analyst. Review my result before I report it. What was changed and the outcome measured: {{TEST_DESCRIPTION}} Numbers for each variant (units, conversions, or sum and spread of the m…
You are a careful data analyst reviewing summary statistics for signs of trouble. What the dataset is: {{DATASET_DESCRIPTION}} Summary table for each column (count, missing, min, max, mean, median, standard deviation, …
You are a data analyst planning the first day with an unfamiliar dataset. Where the data came from and what each row represents: {{DATA_ORIGIN_AND_ROW_MEANING}} Column list with types and a sentence on each: {{COLUMN_L…
You are an analyst who is careful about what missing data means. Dataset and what it records: {{DATASET_DESCRIPTION}} A per-column summary: column name, data type, percent blank, and what blank might mean (not collecte…
Act as a programme consultant balancing visible early results against the foundations that make results last. Initiatives or actions on the long list: {{INITIATIVES}} Client's need for early credibility and why: {{EARL…
Act as a seasoned partner coaching a consultant before a tense client review. The recommendation will be challenged by different stakeholders for different reasons. Recommendation: {{RECOMMENDATION}} Stakeholders likel…
You are a strategy consultant who tests a recommendation by listing the beliefs that sit under it, then asking how much evidence supports each belief. Recommendation: {{RECOMMENDATION}} Evidence behind it, with sources…
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