duckdb-en

$npx mdskill add aAAaqwq/AGI-Super-Team/duckdb-en

Execute SQL queries and convert data files using DuckDB CLI.

  • Analyze CSV, Parquet, and JSON datasets with powerful SQL commands.
  • Depends on DuckDB CLI for all data processing and file operations.
  • Triggers on keywords like 'duckdb', 'sql', 'query', or 'data analysis'.
  • Outputs results as CSV, JSON, tables, or raw text lines.

SKILL.md

.github/skills/duckdb-enView on GitHub ↗
---
name: duckdb-en
description: DuckDB CLI specialist for SQL analysis, data processing and file conversion. Use for SQL queries, CSV/Parquet/JSON analysis, database queries, or data conversion. Triggers on "duckdb", "sql", "query", "data analysis", "parquet", "convert data".
---

# DuckDB CLI Specialist

Helps with data analysis, SQL queries and file conversion via DuckDB CLI.

## Quick Start

### Read data files directly with SQL
```bash
# CSV
duckdb -c "SELECT * FROM 'data.csv' LIMIT 10"

# Parquet
duckdb -c "SELECT * FROM 'data.parquet'"

# Multiple files with glob
duckdb -c "SELECT * FROM read_parquet('logs/*.parquet')"

# JSON
duckdb -c "SELECT * FROM read_json_auto('data.json')"
```

### Open persistent databases
```bash
# Create/open database
duckdb my_database.duckdb

# Read-only mode
duckdb -readonly existing.duckdb
```

## Command Line Arguments

### Output formats (as flags)
| Flag | Format |
|------|--------|
| `-csv` | Comma-separated |
| `-json` | JSON array |
| `-table` | ASCII table |
| `-markdown` | Markdown table |
| `-html` | HTML table |
| `-line` | One value per line |

### Execution arguments
| Argument | Description |
|----------|-------------|
| `-c COMMAND` | Run SQL and exit |
| `-f FILENAME` | Run script from file |
| `-init FILE` | Use alternative to ~/.duckdbrc |
| `-readonly` | Open in read-only mode |
| `-echo` | Show commands before execution |
| `-bail` | Stop on first error |
| `-header` / `-noheader` | Show/hide column headers |
| `-nullvalue TEXT` | Text for NULL values |
| `-separator SEP` | Column separator |

## Data Conversion

### CSV to Parquet
```bash
duckdb -c "COPY (SELECT * FROM 'input.csv') TO 'output.parquet' (FORMAT PARQUET)"
```

### Parquet to CSV
```bash
duckdb -c "COPY (SELECT * FROM 'input.parquet') TO 'output.csv' (HEADER, DELIMITER ',')"
```

### JSON to Parquet
```bash
duckdb -c "COPY (SELECT * FROM read_json_auto('input.json')) TO 'output.parquet' (FORMAT PARQUET)"
```

### Convert with filtering
```bash
duckdb -c "COPY (SELECT * FROM 'data.csv' WHERE amount > 1000) TO 'filtered.parquet' (FORMAT PARQUET)"
```

## Dot Commands

### Schema inspection
| Command | Description |
|---------|-------------|
| `.tables [pattern]` | Show tables (with LIKE pattern) |
| `.schema [table]` | Show CREATE statements |
| `.databases` | Show attached databases |

### Output control
| Command | Description |
|---------|-------------|
| `.mode FORMAT` | Change output format |
| `.output file` | Send output to file |
| `.once file` | Next output to file |
| `.headers on/off` | Show/hide column headers |
| `.separator COL ROW` | Set separators |

### Queries
| Command | Description |
|---------|-------------|
| `.timer on/off` | Show execution time |
| `.echo on/off` | Show commands before execution |
| `.bail on/off` | Stop on error |
| `.read file.sql` | Run SQL from file |

### Editing
| Command | Description |
|---------|-------------|
| `.edit` or `\e` | Open query in external editor |
| `.help [pattern]` | Show help |

## Output Formats (18 available)

### Data export
- **csv** - Comma-separated for spreadsheets
- **tabs** - Tab-separated
- **json** - JSON array
- **jsonlines** - Newline-delimited JSON (streaming)

### Readable formats
- **duckbox** (default) - Pretty ASCII with unicode box-drawing
- **table** - Simple ASCII table
- **markdown** - For documentation
- **html** - HTML table
- **latex** - For academic papers

### Specialized
- **insert TABLE** - SQL INSERT statements
- **column** - Columns with adjustable width
- **line** - One value per line
- **list** - Pipe-separated
- **trash** - Discard output

## Keyboard Shortcuts (macOS/Linux)

### Navigation
| Shortcut | Action |
|----------|--------|
| `Home` / `End` | Start/end of line |
| `Ctrl+Left/Right` | Jump word |
| `Ctrl+A` / `Ctrl+E` | Start/end of buffer |

### History
| Shortcut | Action |
|----------|--------|
| `Ctrl+P` / `Ctrl+N` | Previous/next command |
| `Ctrl+R` | Search history |
| `Alt+<` / `Alt+>` | First/last in history |

### Editing
| Shortcut | Action |
|----------|--------|
| `Ctrl+W` | Delete word backward |
| `Alt+D` | Delete word forward |
| `Alt+U` / `Alt+L` | Uppercase/lowercase word |
| `Ctrl+K` | Delete to end of line |

### Autocomplete
| Shortcut | Action |
|----------|--------|
| `Tab` | Autocomplete / next suggestion |
| `Shift+Tab` | Previous suggestion |
| `Esc+Esc` | Undo autocomplete |

## Autocomplete

Context-aware autocomplete activated with `Tab`:
- **Keywords** - SQL commands
- **Table names** - Database objects
- **Column names** - Fields and functions
- **File names** - Path completion

## Database Operations

### Create table from file
```sql
CREATE TABLE sales AS SELECT * FROM 'sales_2024.csv';
```

### Insert data
```sql
INSERT INTO sales SELECT * FROM 'sales_2025.csv';
```

### Export table
```sql
COPY sales TO 'backup.parquet' (FORMAT PARQUET);
```

## Analysis Examples

### Quick statistics
```sql
SELECT
    COUNT(*) as count,
    AVG(amount) as average,
    SUM(amount) as total
FROM 'transactions.csv';
```

### Grouping
```sql
SELECT
    category,
    COUNT(*) as count,
    SUM(amount) as total
FROM 'data.csv'
GROUP BY category
ORDER BY total DESC;
```

### Join on files
```sql
SELECT a.*, b.name
FROM 'orders.csv' a
JOIN 'customers.parquet' b ON a.customer_id = b.id;
```

### Describe data
```sql
DESCRIBE SELECT * FROM 'data.csv';
```

## Pipe and stdin

```bash
# Read from stdin
cat data.csv | duckdb -c "SELECT * FROM read_csv('/dev/stdin')"

# Pipe to another command
duckdb -csv -c "SELECT * FROM 'data.parquet'" | head -20

# Write to stdout
duckdb -c "COPY (SELECT * FROM 'data.csv') TO '/dev/stdout' (FORMAT CSV)"
```

## Configuration

Save common settings in `~/.duckdbrc`:
```sql
.timer on
.mode duckbox
.maxrows 50
.highlight on
```

### Syntax highlighting colors
```sql
.keyword green
.constant yellow
.comment brightblack
.error red
```

## External Editor

Open complex queries in your editor:
```sql
.edit
```

Editor is chosen from: `DUCKDB_EDITOR` → `EDITOR` → `VISUAL` → `vi`

## Safe Mode

Secure mode that restricts file access. When enabled:
- No external file access
- Disables `.read`, `.output`, `.import`, `.sh` etc.
- **Cannot** be disabled in the same session

## Tips

- Use `LIMIT` on large files for quick preview
- Parquet is faster than CSV for repeated queries
- `read_csv_auto` and `read_json_auto` guess column types
- Arguments are processed in order (like SQLite CLI)
- WSL2 may show incorrect `memory_limit` values on some Ubuntu versions

More from aAAaqwq/AGI-Super-Team

SkillDescription
a-fund-monitor监控 A 股基金实时估值与盘后净值,自动判断交易日并生成提醒或分析。
add-leadAdd company/person/relationship to CRM
ads-agentAI-агент для управления Facebook рекламой. Вызывай для анализа, оптимизации, создания кампаний и отчётов.
afrexai-compliance-auditRun internal compliance audits against major governance and security
afrexai-personal-financeComplete personal finance system — budgeting, debt payoff, investing, tax optimization, net worth tracking, and financial independence planning. Use when managing money, building wealth, paying off debt, planning retirement, or optimizing taxes. Zero dependencies.
after-salesUse when managing post-purchase experience, building customer loyalty, or increasing repeat purchases
agent-contactsAI agent contacts — add, list, remove MCP contacts. Use when someone gives an agent URL, or when you need to view/remove contacts.
agent-model-switcher批量查看和切换子 agent 的模型配置,用于统一调整多 agent 的 provider/model 设置。
agent-patternsFormat SPAWN REQUEST messages to launch parallel agents, generate structured agent status reports, and define communication protocols within the sprint system. Use when the user needs to coordinate multiple agents, format spawn requests, produce agent reports, or establish inter-agent communication patterns.
agent-task-confirmUse when confirming whether a dispatched agent task was actually received, activated, and progressing after sessions_send or other task handoff actions.