RAG Retrieval and Citation Quality Evaluation Lab
Design and run an evidence-grounded RAG evaluation that separates corpus, retrieval, context, generation, citation, and abstention failures and establishes reproducible regression gates.
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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.
Systematic Review Screening and Evidence Extraction Protocol
Design reproducible review screening and extraction with explicit eligibility, conservative deduplication, independent decisions, provenance, appraisal, and reconciled flow reporting.
Accessible Course Materials Multimodal QA
Audit multimodal course materials, identify barriers across their actual delivery environments, and produce prioritized, learning-equivalent remediation and verification plans.
Web Accessibility Regression Repair Guide
Reproduce a web accessibility regression, trace it to the responsible code, apply a focused WCAG-informed repair, and add automated and human verification.
Agent Tool-Call Recovery and Idempotency Design
Design reliable AI agent tool execution that survives timeouts, retries, duplicate delivery, partial effects, stale approvals, and uncertain recovery.
Human Escalation Design for Customer-Facing AI
Design a customer-facing AI escalation system with risk triggers, human routing, data-minimized handoffs, service ownership, continuity controls, and quality feedback.
AI Model Upgrade Regression and Rollback Readiness Pack
Evaluate a candidate AI model against the current production model and produce evidence-based release, canary, monitoring, and rollback decisions.
Executive Job Opportunity Due Diligence Brief
Assess an executive role using current evidence on its mandate, company, leadership, finances, governance, culture, compensation, risks, and unresolved diligence questions.
TypeScript Runtime Data Boundary Check
Find where untrusted runtime data bypasses TypeScript assumptions, add focused validation and error handling, and verify compatible behavior across affected consumers.
SaaS Seat Utilization and Shadow License Review
Reconcile SaaS contracts, assigned seats, meaningful usage, shadow applications, access risks, duplicate tools and renewal options without disrupting critical work.
Google Tag Manager Conversion Tracking QA Brief
Audit a Google Tag Manager conversion-tracking implementation for missing or duplicate events, broken triggers and parameters, consent errors, platform discrepancies, and unsafe release changes.
Zapier and Make Automation Audit and Error Handling Plan
Audit a Zapier Zap or Make scenario for brittle steps, duplicate actions, unsafe retries, mapping defects, concurrency risks, silent failures, and weak monitoring, then produce a tested remediation plan.