dashboard-domain-specification
A reusable template for defining detailed domain specifications for dashboard projects, including panel requirements, data sources, and interfaces.
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Updated 11-05 00:16
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A reusable template for defining detailed domain specifications for dashboard projects, including panel requirements, data sources, and interfaces.
Ensures agents check and use provided context files for data before attempting external searches.
/aleph - External memory workflow for large local data.
Guide users to create or revise custom CloudRobo pipelines from natural-language requirements, generating validated pipeline.yaml drafts without requiring…
Integrate the ocms (Octopus Metrics Summary) library into any PyTorch training script to report training metrics (loss, learning rate, timing, eval scores,…
Debug analytics tracking that silently fails. Use when: (1) Analytics events fire in console but data doesn't appear in dashboard, (2) sendBeacon requests…
Unified handling of geospatial coordinates and file format conversion: convert longitude/latitude among WGS84, GCJ02 (Amap/Tencent), and BD09 (Baidu); generate Point/PointZ Shapefiles from XLSX, CSV, or TSV tables containing X/Y/Z coordinates; export Shapefiles to DXF or DWG, and verify deliverability through ODA round-trip auditing…
Reference for drafting a green power direct connection (local consumption of new energy) project application plan: what chapters the application plan outline framework generally includes and what each chapter demonstrates; where to find policy documents, reference reports, and public data; what illustrations each chapter has and from what angles they can be drawn (location map, climate resource map, load and output characteristic chart, 8760 h operation chart, scale comparison chart, power system wiring diagram), along with runnable reference plotting scripts.…
Build and operate curated disclosure portals — datarooms, fundraising rooms, rental-application portals, visa/green-card evidence binders, or any site where…
Use when the user asks for institutional-style equity research on a public company, ETF, or TradingView-resolvable ticker, including initiation reports,…
Narrative-based sector analysis and selection of investment target companies. A systematic process centered on "Why this sector?" from policy/theme drivers → value chain mapping → core node identification → company selection. **Two approaches**: 1. RSI screening (number-based) — stocks with strong momentum → sector...
AI KEY · Will big clients leave — a health check on client and revenue concentration. How much of your money is "gone the moment one person is unhappy": how much a few big clients account for, how much one channel brings in, how much one product holds up. Calculate "how many months can you survive after losing the biggest one", and produce a risk list and a list of forbidden actions. Trigger methods: /aikey-concentration, /big client risk, /concentration, "will big clients leave", "one client…
AI KEY·Where did the money go this month — revenue change attribution. This month the money is down (or up) — is it that there are fewer customers, each one buys less, or the unit price changed — the actions for these three causes are completely opposite, and if you can't tell them apart you'll do the wrong thing. It also identifies "silent erosion": a tiny drop each month, each month looking like normal fluctuation, but lethal when accumulated. How to trigger: /aikey-revenue, /钱去哪了, /营收归因, "why is this month short" "revenue...
Discover locally saved crawl snapshots and their compact metadata without loading full evidence. Use to select stable report ids for follow-ups, comparisons,…
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google…
Use when writing or editing a sqlanvil data project (.sqlx models, workflow_settings.yaml, .df-credentials.json) targeting PostgreSQL or Supabase - corrects…
Pine Script v6 patterns: syntax, performance, error diagnosis, backtesting, visualization. Use when working with PineScript, TradingView, indicators,…
Skill for comparing utility and telco offers in the Italian market. It compares electricity, gas, mobile and fixed-line offers from registered operators and outputs EUR/kWh, EUR/Smc and fixed fee in Markdown, CSV and JSON. It does not require a consumption profile.
Universal multi-platform public intelligence retrieval (Twitter/X, Reddit, GitHub, YouTube, Bilibili, XiaoHongShu) with zero API fees for market research,…
Use when creating data visualizations, charts, graphs, stat tiles, or analytics dashboards
Self-healing data pipeline layer using semantic anomaly clustering, AST-validated lambda transformations, and zero-loss mathematical reconciliation. Use when…
Statistical machine learning best practices, exploratory data analysis, feature engineering, and rigorous model evaluation. Use when analyzing tabular…
Use when mapping IFC entities between different AEC tools: IfcOpenShell (Python), web-ifc (WebAssembly), Blender/Bonsai, FreeCAD, Speckle, or Three.js.…
Use when IFC data conversion fails or produces unexpected results: missing geometry, lost properties, broken relationships, or schema version mismatches.…