Prompt Cards

For each data class in {{product_concept}} define purpose, legal basis, retention, and deletion automation. Propose privacy-by-default settings and user controls. Add an audit log design and breach playbook outline.

Design a lightweight but effective supplier assessment. Include: labor/environment criteria, conflict minerals, traceability needs, and red flags. Output: questionnaire, scoring rubric, escalation rules, and data retention policy.

For {{infrastructure}} define water impact and reductions. Cover: cooling strategies, recirculation, leak detection, and drought-mode ops. Set WUE targets and alerting rules. Provide a retrofit plan for legacy sites.

If geospatial features exist, design overlays for green corridors, tree canopy, and sensitive habitats. Plan: data sources, caching, offline mode, and respectful UX. Add a policy to avoid enabling harmful behaviors and a reporting flow.

Define a KPI tree that balances business, planet, and health. Include: NSM, leading indicators, guardrail metrics (burnout proxy, screen time, dropout), and emissions/water/waste. Output a schema for a dashboard and event taxonomy.

Design a CI/CD pipeline that minimizes energy. Tactics: selective test runs, caching, artifact reuse, ephemeral environments, static analysis gates, and carbon-intensity-aware scheduling. Add SLOs and a dashboard spec for energy/test cost per PR.

Propose a federated learning setup for {{health_use_case}}. Cover: on-device feature extraction, secure aggregation, bias checks, consent UX, and fallbacks for low-resource devices. Define model+data drift monitoring and participant incentives.

Integrate {{product_concept}} with local renewable availability. Design features for: flexible task timing, user consented deferral, battery/thermal storage coordination, and user-visible carbon savings. Include a demand response API spec and UX flows.

If hardware is involved, propose a modular design and service model. Include: parts commonality, teardown steps, spare parts catalog, refurbishment flows, take-back logistics, and warranty terms that encourage repair. Add KPIs for reuse rate and landfill diversion.

Create a co-design program for {{city_or_region}} involving residents and SMEs. Plan: recruitment, consent, workshops, surveys, walk-alongs. Synthesize pain maps (heat, noise, walkability, green access) and propose app interventions. Define success metrics and equity checks.

Define features for {{product_concept}} that support healthy behavior: - Movement nudges, posture checks, digital well-being timers - Low-blue-light themes and sleep-friendly notifications - Opt-in physiological metrics and strict data minimization Add a misuse/overuse risk table and guardrails.

For {{flow}} identify dark patterns to avoid and sustainable patterns to adopt. Produce microcopy and UI nudges that lower energy usage, promote breaks, and encourage active choices (opt-in tracking, low-bitrate by default). Provide accessibility/wellness notes and an A/B test list.