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Zhongwei Li
2025-11-29 18:23:55 +08:00
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model: claude-sonnet-4-0
allowed-tools: Task, Bash, Read, Write
argument-hint: <question> [approach]
description: Data analytics, visualization, and insights extraction
---
# Analytics Command
Data analytics, visualization, and insights extraction
## Arguments
**$1 (Required)**: question
**$2 (Optional)**: approach
## Examples
```bash
/analytics "Analyze user behavior patterns" sql
/analytics "Create performance dashboard" visualization
```
Invoke the analytics-expert agent with: $ARGUMENTS

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model: claude-sonnet-4-0
allowed-tools: Task, Bash, Read, Write
argument-hint: <task> [tool]
description: Data processing and transformation with jq, pandas, SQL
---
# Data Command
Data processing and transformation with jq, pandas, SQL
## Arguments
**$1 (Required)**: task
**$2 (Optional)**: tool
## Examples
```bash
/data "Transform JSON logs to CSV" jq
/data "Clean and normalize dataset" pandas
```
Invoke the data-engineer agent with: $ARGUMENTS

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model: claude-sonnet-4-0
allowed-tools: Task, Bash, Read, Write
argument-hint: <requirement> [pattern]
description: ETL/ELT pipeline design and implementation
---
# Etl Command
ETL/ELT pipeline design and implementation
## Arguments
**$1 (Required)**: requirement
**$2 (Optional)**: pattern
## Examples
```bash
/etl "Design data ingestion pipeline" batch
/etl "Build real-time processing" streaming
```
Invoke the streaming-architect agent with: $ARGUMENTS

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model: claude-sonnet-4-0
allowed-tools: Task, Bash, Read, Write
argument-hint: <requirement> [focus]
description: Time series analysis, forecasting, and anomaly detection
---
# Timeseries Command
Time series analysis, forecasting, and anomaly detection
## Arguments
**$1 (Required)**: requirement
**$2 (Optional)**: focus
## Examples
```bash
/timeseries "Forecast API traffic" forecasting
/timeseries "Detect metric anomalies" anomaly-detection
```
Invoke the timeseries-specialist agent with: $ARGUMENTS