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Use for Plotly charts in the Streamlit demo: rule fault plots, RCx multi-equipment overlays, box plots, OAT scatters, mech-cooling histograms. Triggers on: Plotly, chart, RCx, zone temps, duct static box, scatter, Streamlit figure.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when working on Open FDD Vibe Coder Streamlit FDD demo: streamlit_app.py, 50-rule pandas cookbook, building folder browse, Haystack-like column map JSON, RCx Plots, analytics, occupancy calendar, unit toggle. Triggers on: Streamlit, streamlit_app, BUILDING tree, Haystack points, column map, RCx, 50 rules.
Use when onboarding HVAC CSV data for App 19: DATA_ROOT layout, manifest.json, grid_minutes, validate_data.py, data_paths.local.yaml, BUILDING_* switching, weather parity, VAV folders. Triggers on: import, CSV tree, manifest, poll interval, HVAC_DATA_ROOT, validate data, new building, sidecar export.
Use when implementing HVAC fault rules in pandas for App 19 with Open-FDD cookbook parity: confirm_fault, poll_seconds, operational gates, ECON free-cool (web weather), VAV fixed flow, CW wet-bulb. Triggers on: FDD, fault, rule, cookbook, confirm_fault, economizer, ECON-3, VAV-7, CW-OPT, OAT-METEO, pandas rule.
Use when validating MQTT→cloud telemetry, calling Vibe12 Dashboard Lambda APIs for commissioning status, BRICK time-series refs, points registry, or auth from Codex/Cursor/OpenClaw. Triggers on: commissioning API, cloud_ingest_ok, telemetry flow, brick_timeseries_ref, external_ref, validate_cloud_pipeline, series_flowing, DashboardUrl, Bearer token, demo bens-office.
Use when deploying Vibe12 to Raspberry Pi or gateway via Ansible, vibe12-bacnet-read, points.csv, AWS IoT certs, GPIO DS18B20, or bacnet_pi host vars. Triggers on: ansible deploy, bacnet_pi, read driver, 192.168.204.12, points.csv, enable_bacnet_read_driver.
Use when configuring Codex CLI, OpenClaw, or scheduled agent wakes for vibe12_agent_spec. Triggers on: Codex CLI, OpenClaw, agent wake, vibe12_agent_spec, BUILD_CHECKPOINTS, memory bootstrap, cron agent.
| name | vibe19-plotly-dashboard |
| description | Use for Plotly charts in the Streamlit demo: rule fault plots, RCx multi-equipment overlays, box plots, OAT scatters, mech-cooling histograms. Triggers on: Plotly, chart, RCx, zone temps, duct static box, scatter, Streamlit figure. |
Charts live in app/charts.py, app/rcx_plots.py, app/ui_rcx_tab.py via st.plotly_chart.
Do not rebuild the old static HTML / FastAPI dashboard pages.
| File | Role |
|---|---|
app/charts.py | rule_result_chart, multi_equipment_timeseries, multi_equipment_box, oat_scatter, mech_cooling_oat_histogram |
app/rcx_plots.py | Presets (PRESETS), collectors, summary/outlier stats |
app/ui_rcx_tab.py | RCx Plots tab |
app/unit_system.py | Convert series for metric display |
streamlit_app.py | Plots tab + RCx Plots tab + Analytics |
from app.charts import rule_result_chart, plotly_config
fig = rule_result_chart(df, result, required_roles=rule.required_roles, units_map=units_map)
st.plotly_chart(fig, width="stretch", config=plotly_config(filename=f"{eq}_{rule.id}"))
Rainbow colors, one y-domain per unit family, confirmed-fault swim lane.
from app.rcx_plots import collect_role_series, series_summary_stats, outlier_equipment_ids
from app.charts import multi_equipment_timeseries
series = collect_role_series(frames, role_map, role="zone_t", equipment_types=("VAV",))
stats = series_summary_stats(series, outlier_z=2.5)
fig = multi_equipment_timeseries(series, title="All zone temps", outlier_ids=outlier_equipment_ids(stats))
Outliers: red dashed lines / ★. Duct-static preset uses filter_fan_on=True (static-reset note in UI).
collect_oat_scatter + oat_scatter — HW/CHW vs web dry bulb; CW vs wet-bulb.
docs/RCX_PLOTS.md · full app: vibe19-streamlit-demo/SKILL.md