AI Club Workshop Facilitator and Learning-Evidence Pack
Turn a defined AI topic into a practical club workshop with source-grounded explanations, exercises, facilitator cautions and observable before-and-after learning evidence.
Searchable AI prompt library
Structured instructions for completing individual tasks with an AI tool. Filter by outcome, category, tool, difficulty or keyword.
Open a Prompt to copy its instructions, run supported Prompts privately in Workplace, or prepare a task for Codex where available. Copying text does not run the Prompt.
Turn a defined AI topic into a practical club workshop with source-grounded explanations, exercises, facilitator cautions and observable before-and-after learning evidence.
Locate the earliest unsupported step in a worked quantitative solution, compare plausible error explanations and create a changed problem that gathers item-level evidence of reasoning transfer.
Document AI inputs, accepted and rejected outputs, source checks, student revisions and learner-supplied learning evidence without certifying authorship or institutional compliance.
Convert assigned sources into a claim-to-evidence ledger that separates source findings, student interpretation, counterevidence and unresolved uncertainty before drafting.
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.
Audit remote-team decision records for context, evidence, authority, dissent, commitments, supersession, follow-through, discoverability, access control, and reliable asynchronous execution.
Design a go-to-market experiment with hypothesis, audience, channels, offer, metrics, tracking plan, guardrails, decision rules, and readout plan.
Map internal SOP gaps to operational controls, owners, evidence, failure modes, remediation actions, review cadence, and audit readiness.
Review campaign operations readiness across tracking, attribution, routing, audience rules, consent, handoffs, reporting, and launch-risk controls before traffic goes live.
Turn an operational issue into a structured legal and compliance handoff with facts, assumptions, documents, risks, questions, owners, and deadlines.
Investigate Laravel queue job failures, retries, timeouts, idempotency, logs, dependencies, side effects, and safe recovery steps with Codex.