Prompt Cards

Update SRE program for climate risks. Scenarios: heat, floods, wildfires, outages. Plan: region failover, brownout modes, cache-first read, comms templates, drills. Add recovery time targets and user safety messaging.

If offsetting is used as a last resort, draft guardrails. Prioritize emissions cuts, then high-integrity removals. Define claims policy (no greenwashing), verification cadence, and a public transparency page outline.

Audit {{flow}} for accessibility and wellness. Propose improvements in typography, contrast, motion, haptics, and break reminders. Provide success criteria and QA checklist.

For {{city_or_region}} design app features that reduce heat risk: shade routing, cool roofs map, hydration reminders, and social check-ins. Add a comms plan for heat waves and metrics for avoided risk.

Optimize on-device inference for {{model}} on {{chipset}}. Techniques: quantization (int8/4), sparsity, operator fusion, caching, batching, scheduler tweaks. Report latency/energy tradeoffs and a rollout plan for older devices.

For {{model_family}} training on {{hardware}}: - Estimate energy/emissions baseline - Apply: low-rank adapters, distillation, AMP, token pruning, data curation - Carbon-aware job placement Provide a table of expected savings and quality checks.

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.