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name: skyspark-analysis description: SkySpark analytics for building automation systems including Axon queries, trend analysis, fault detection, and performance optimization using haystack tagging standards

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"

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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