skills.rest
huangxn27
huangxn27COMMUNITY
Explore all skills by this author →
GitHub

insight_query

Query triad-based data and return insights, charts, and entities.

Updated Aug 23, 2026
Search Tags:#insights#data-query#triad#chart-configs#found-entities#ce_insight_core
One-click install
npx skills add https://github.com/huangxn27/broadband-agent-demo --skill insight-query
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: insight_query
Source: https://github.com/huangxn27/broadband-agent-demo/tree/main/backend/skills/insight_query
Command: npx skills add https://github.com/huangxn27/broadband-agent-demo --skill insight-query

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ce_insight_core, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Enables structured triad-based data queries and multi-function insights to surface meaningful measurements, trends, and entities for operational decisions.

Core Features & Use Cases

  • Triad query support: Retrieve data using dimensions, breakdown, and measures to form a precise analysis scope.
  • 12 insights functions: Execute a variety of insight computations (e.g., OutstandingMin, Trend, Correlation) and return chart_configs, significance, and found_entities.
  • Streaming results: Provide structured outputs suitable for downstream visualization and decision making.

Quick Start

Run an insight query with a prepared payload to obtain chart configurations and discovered entities.

Frequently Asked Questions about insight_query

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate automated insights and chart configurations from multi-dimensional data queries?▼

You can run triad-based data queries using dimensions, breakdowns, and measures to automatically generate chart configurations, significance scores, and found entities for operational decisions.

What are triad queries and when do I need them for KPI tracking?▼

Triad queries define an analysis scope using dimensions, breakdown, and measures. You need them for KPI tracking and performance dashboards where quick, structured interpretation of multi-dimensional data is required.

How do I set up a payload to query data and surface significance and anomalies?▼

Prepare a payload with query_config, table_level, and data_path parameters. Executing this returns fixed_query_config, data_shape, records, and chart_configs to visualize anomalies and trends.

Can I use this for performance dashboards if I only have raw multi-dimensional data?▼

Yes, it targets data-analytic scenarios like performance dashboards and anomaly detection by processing raw multi-dimensional data to execute 12 insight computations such as Trend, Correlation, and OutstandingMin.

Does insight_query require the ce_insight_core dependency to function?▼

Yes, it satisfies the inputs and outputs contract of ce_insight_core, requiring this dependency to process query configurations and return structured streaming results suitable for downstream visualization.

What limitations should I expect when running trend and correlation computations on my data?▼

It returns fix_warnings alongside fixed_query_config if issues arise during triad-based querying, indicating data shape or configuration corrections needed before executing the 12 insight functions reliably.

Related Skills

Explore More Data & Analytics Skills→
alex-voloshin-devalex-voloshin-dev
2

subagent-spawn

Construct validated G7 spawn payloads with role-based constraints and recursion depth tracking.

Community
Advanced
williamsforealwilliamsforeal
1

s3-uploader

Upload images or videos to S3/R2 and return canonical URLs for Airtable attachment fields.

Community
Basic
wachawowachawo

drilldown-analyzer

Decomposes aggregate metric data into dimensional segments to identify root causes.

Community
Intermediate
kevinlinkevinlin
14

statistical-analysis

Analyze data distributions and test hypotheses with pandas, numpy, and scipy.

Community
Intermediate