Draft SQL and Data CLI Commands by Voice in the Terminal

Draft SQL CLI commands and ETL validation steps by voice with cursor insertion in your data terminal.

Use voice to draft the query structure or CLI command, then refine syntax and identifiers before execution.

Real Example

What this looks like in practice

PromptPaste helps when the structure is easy to say but slow to type, especially in longer SQL or data CLI sessions.

Example spoken draft

Row count validation

SELECT COUNT(*) FROM orders WHERE created_at >= CURRENT_DATE - INTERVAL '7 days';

Practical expectation

You still validate table names, field names, and syntax in the terminal. PromptPaste just gets the draft there faster.

SQL / CLI demo slot

Ready for future media showing a spoken query draft and the final edit pass before execution.

Supports future MP4, WebM, GIF/WebP, or poster-image fallback without changing the page layout.

How it works

Step 1

Focus the terminal input

Place the cursor in the Claude Code, Codex CLI, or terminal input where the next line should go.

Step 2

Press the hotkey and speak

Capture the first pass by voice instead of typing the whole prompt, command, or message from scratch.

Step 3

PromptPaste transcribes locally

Speech is processed on-device on Windows and inserted directly into the active input field.

Step 4

Refine before you send

Edit the draft at the cursor, then submit it when the wording and details look right.

The problem this solves

Long SQL queries with complex filters are slow to type and easy to introduce syntax errors into

Iterating on a query requires retyping large portions for what are often small logical changes

Documenting findings between queries requires switching tools or disrupting the terminal session

Data validation patterns - row counts, null checks, date range filters - are repetitive across every investigation

Who this is for

Data engineers running SQL CLI tools (psql, bq, snowsql, mysql) for validation, debugging, and ad-hoc analysis

Analytics engineers who iterate on dbt models and run data quality checks via the command line

Pipeline engineers running ETL verification and data audit commands as part of daily operations

BI engineers who write ad-hoc queries for investigation and need to iterate quickly

More example drafts

Null check on a critical column

SELECT COUNT(*) as null_count
FROM users
WHERE email IS NULL OR email = '';

ETL pipeline status check

SELECT pipeline_name, status, COUNT(*) as run_count
FROM pipeline_runs
WHERE run_date = CURRENT_DATE
GROUP BY pipeline_name, status
ORDER BY pipeline_name;

Duplicate detection

SELECT user_id, COUNT(*) as occurrences
FROM events
GROUP BY user_id
HAVING COUNT(*) > 1
ORDER BY occurrences DESC
LIMIT 20;

Frequently asked questions

Is PromptPaste SQL-dialect specific?

No. It inserts text at the cursor. Your CLI tool handles dialect, connection, and execution - PromptPaste has no involvement in that.

Can I use manual mode for destructive queries?

Yes. Manual mode holds the text until you explicitly confirm insertion. Use it for DELETE, TRUNCATE, or UPDATE statements.

Does this work with psql, bq, snowsql, and dbt?

Yes. It works in any focused text input on Windows. All of those CLIs run in Windows Terminal and work normally with PromptPaste.

What about column names with underscores?

Underscored names are usually recognized correctly, but verify them in the transcript. For complex names, type them after voice-drafting the surrounding logic.

Is voice input useful for short, simple queries?

Less so. Voice input pays off most for medium-to-long queries with multiple conditions, or for repetitive patterns like ETL validation checks you run in every session.

Install PromptPaste and try this workflow on Windows

PromptPaste helps you speak a first draft, insert it directly at the cursor, and refine it in the terminal before you send it.

Get it from Microsoft