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Use when building or validating BRICK graphs, canonical data models, SparkQL prep, brick_timeseries_ref, entity_id, or data-model import/TTL APIs. Triggers on: BRICK, SparkQL, data-model, brick graph, canonical model, timeseries ref, external_ref.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
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 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.
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.
| name | vibe12-brick-data-model |
| description | Use when building or validating BRICK graphs, canonical data models, SparkQL prep, brick_timeseries_ref, entity_id, or data-model import/TTL APIs. Triggers on: BRICK, SparkQL, data-model, brick graph, canonical model, timeseries ref, external_ref. |
| Layer | Storage | API |
|---|---|---|
| Telemetry | DynamoDB device_id = series_id | /api/series |
| Point registry | meta row ts_ms=-11 | /api/points/{site}/{building} |
| BRICK graph | meta row ts_ms=-10 | GET/PUT /api/brick/{site}/{building} |
| Canonical model | meta row ts_ms=-13 | /api/data-model/... |
| TTL (SparkQL) | meta row ts_ms=-12 | /api/data-model/.../ttl |
Every MQTT sample gets brick_timeseries_ref with:
external_ref = series_id (Dynamo key)entity_id = brick:{site}/{building}/point/{series_id slashes}Fetch all: GET /api/brick/timeseries-ref/{site}/{building}
vibe12-ai-commissioning-apiGET /api/points/... — registry matches human CSVGET /api/brick/... — bootstrap graph from registry if emptyPOST /api/data-model/.../import if importing TTL patchesaws_cloud_pipeline/web_lambda/brick_model.pyaws_cloud_pipeline/ingest_lambda/brick_timeseries.pyAgent proposes graph/TTL; human confirms HVAC archetype and point meanings before FDD go-live.