{"slug":"wshobson-kpi-dashboard-design","source_name":"wshobson/kpi-dashboard-design","name":"Wshobson/Kpi Dashboard Design","description":"Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":31.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-07T10:54:55.594902+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":81.8,"without_pass_pct":77.3,"tokens_delta_pct":31.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-07T10:54:55.594902+00:00","run_id":"e0c72264-f51c-4263-a032-d5db51dd32ea","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"5b78e27b05988ba5c0c521adb98303548b48ff317e5cffe798691b6f3077e44b","raw_url":"https://app.decimal.ai/s/wshobson-kpi-dashboard-design/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wshobson-kpi-dashboard-design"}