Searchable workflow library
Find copy-ready prompts for Codex, ChatGPT, Claude, Gemini, and practical AI workflows. Filter by outcome, category, tool, difficulty, or keyword.
Outcome: Analyze. Turn datasets, spreadsheets, experiments, and metrics into traceable findings and decisions. Clear Outcome
Implement a repeatable KPI-reporting process from approved metric definitions, with traceable calculations, authoritative reconciliation, failure and rerun tests, disabled delivery, and recovery evidence.
Test whether a consequential analytical conclusion survives plausible changes to data, cohort, definitions, assumptions, model choices, and missing-information treatment.
Reconstruct where a data product diverged from authoritative lineage, bound affected outputs and decisions, and define safe repair and reprocessing.
Challenge forecast assumptions, structural stability, backtest evidence, scenario sensitivity, and decision thresholds before relying on projected outcomes.
Reconcile authoritative access policy with effective permissions across source, ingestion, index, cache, retrieval, citation, and response layers.
Validate AI-generated SQL and its reported results before they are used for a consequential decision.
Design a controlled retrieval experiment that compares chunking and metadata choices without turning into a full RAG redesign.
Investigate whether a RAG system crossed identity, tenant, purpose, region, or document authorization boundaries during retrieval, embedding, caching, citation, or response exposure.
Use ChatGPT to reconstruct evidence-supported AI and agent traces, govern failure classifications, analyze recurring patterns within sampling limits, identify observability gaps, and propose sanitized regression cases and measurable prevention work.
Design a controlled AI workflow experiment that compares task quality, tail latency, reliability, token and tool cost, uncertainty, and operational constraints.
Review dbt test coverage, contracts, freshness, lineage, artifacts, CI selection, warehouse risk, and focused repairs without deploying.
Reconcile multi-currency revenue from source transactions through recognition, exchange-rate conversion, payments, settlements, fees, taxes, journals, and ledger reporting while preserving timing, policy, and currency differences.