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skyspark-analysis

Apps & Automation
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SkySpark analytics for building automation systems including Axon queries, trend analysis, fault detection, and performance optimization using haystack tagging standards

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How to use this skill

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Source SKILL.md: https://github.com/majiayu000/claude-skill-registry/blob/HEAD/skills/analysis/skyspark-analysis-mbcoalson-skills/SKILL.md

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SkySpark Analysis Skill

This skill provides expertise in SkySpark analytics platform for building automation data analysis.

Core Capabilities

Data Query and Analysis

  • Axon query development and optimization
  • Haystack tag navigation and filtering
  • Time series data analysis
  • Historical trend evaluation

Fault Detection

  • Equipment fault identification
  • Energy waste detection
  • Performance degradation analysis
  • Alarm correlation and root cause analysis

Visualization and Reporting

  • Custom dashboard development
  • Trend chart creation and analysis
  • Performance summary reports
  • KPI tracking and visualization

Available Scripts

  • scripts/axon_query_builder.py: Generate common SkySpark queries
  • scripts/trend_analyzer.py: Analyze time series data patterns
  • scripts/fault_detector.py: Automated fault detection algorithms

Reference Materials

eferences/axon_syntax.md: Axon query language reference

eferences/haystack_tags.md: Common haystack tag patterns

eferences/fault_library.md: Common HVAC fault patterns

Asset Templates

  • ssets/dashboard_templates/: Pre-built dashboard configurations
  • ssets/query_library.axon: Common SkySpark queries
  • ssets/report_templates/: Analysis report formats

Usage Examples

  • "Query all AHU supply air temperature trends for last month"
  • "Identify equipment with scheduling issues in SkySpark"
  • "Create a dashboard for chiller plant efficiency"
  • "Analyze energy consumption patterns from BAS data"

Context Awareness

This skill integrates with work-command-center session tracking:

Check Active Context:

node .claude/skills/work-command-center/tools/session-state.js status

Returns: Project name, project number, duration, and deliverables context

Log Activity Checkpoints:

node .claude/skills/work-command-center/tools/session-state.js checkpoint \
  --activity "skyspark-analysis: Created AHU efficiency dashboard, identified 3 scheduling faults"

Signal Completion (called by WCC after skill returns):

node .claude/skills/work-command-center/tools/session-state.js skill-complete \
  --skill-name "skyspark-analysis" \
  --summary "Completed fault detection analysis. Found 3 scheduling issues and 2 setpoint deviations." \
  --outcome "success"

Benefits:

  • WCC tracks time spent in this skill
  • Session logs include skill work breakdown
  • Context visible across skill transitions
  • Deliverables auto-update from skill outcomes

Saving Next Steps

When skyspark-analysis work is complete or paused:

node .claude/skills/work-command-center/tools/add-skill-next-steps.js \
  --skill "skyspark-analysis" \
  --content "## Priority Tasks
1. Write Axon query for fault detection
2. Analyze trend data for HVAC optimization
3. Create SkySpark dashboard for building analytics"

See: .claude/skills/work-command-center/skill-next-steps-convention.md