Searchable workflow library
Find copy-ready prompts for Codex, ChatGPT, Claude, Gemini, and practical AI workflows. Filter by outcome, category, tool, difficulty, or keyword.
Design authentic assessment evidence, transparent AI-use rules, accessible alternatives, fair authorship review, and proportionate responses that protect learning, equity, privacy, and due process.
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.
Compare vendor RFP responses against prioritized requirements, traceable evidence, normalized commercial scenarios, risks, exceptions, demonstrations, references, implementation commitments, and accountable selection criteria.
Validate international URL targeting, reciprocal hreflang clusters, locale codes, canonicals, redirects, indexability, sitemaps, templates, and rendered output using crawl evidence and post-release acceptance tests.
Diagnose paid-media creative fatigue by combining visual and video evidence, concept similarity, audience exposure, delivery patterns, outcome trends, confounders, and controlled refresh experiments.
Decide whether to renew, resize, renegotiate, consolidate, replace, or exit a vendor using verified outcomes, adoption, total cost, service performance, risk, dependency, alternatives, negotiation leverage, and transition evidence.
Assess a FastAPI service for secure deployment, validated API boundaries, resilient workers, dependency safety, observability, operational ownership, rollback readiness, and evidence-based release approval.
Investigate a PostgreSQL query using plans, runtime statistics, locks, indexes, data shape, cache conditions, and controlled experiments before recommending a safe optimization.
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.
Diagnose and recover lifecycle email deliverability by tracing sender identity, authentication, consent, audience quality, segmentation, reputation, content, provider evidence, suppression, and staged sending controls.
Audit remote-team decision records for context, evidence, authority, dissent, commitments, supersession, follow-through, discoverability, access control, and reliable asynchronous execution.