Blaze SQL agent skills for Claude Code, Cursor and RevampKey

3 ready-made playbooks that teach an AI agent how to do real Blaze SQL work: which tools to call, what to check first, and when to stop and ask you.

Download RevampKey, free I have it: connect Blaze SQL

Connect Blaze SQL once and all 3 skills install themselves and stay up to date. Mac, Windows and Linux.

All 3 Blaze SQL skills

Each skill is one job. You ask in plain words and the agent loads the skill that matches, then follows its steps.

Start hereAsks before writing12 Blaze SQL tools

Use Blaze SQL safely with AI

Confirms which database and schema you are querying, picks the right discovery or query tool, keeps results small, and asks before running any change or saving an asset.

Use it when

Starting a session and needing to confirm the right database is connected
Choosing between browsing the schema and running a query
Getting a permission or connection error and needing to know what to do next

Tools it uses

list_schemas
list_tables
describe_tables
execute_sql
graph_sql_result
search_saved_queries
list_saved_queries
search_dashboards
list_dashboards
read_saved_query
read_dashboard
suggest_schema_context_update

Example

Which Blaze SQL database am I connected to, and what schemas are in it?

You are connected to the sales_prod database, which contains 2 schemas: public and marketing. I checked the connection with a schema list, so it is working. Tell me which schema you want to start with and I will describe its tables before running anything.

Use in RevampKeyRead the full skill →

Asks before writing10 Blaze SQL tools

Audit your Blaze SQL dashboards and saved queries

Reviews the saved queries and dashboards in your Blaze SQL workspace to find broken, duplicate, stale and unowned assets, and returns a prioritised list. It changes nothing and asks before any cleanup.

Use it when

Your workspace has hundreds of old reports and nobody knows which ones matter
A dashboard shows odd numbers and you want to check its underlying queries
You are handing over a workspace and need an inventory of what exists

Tools it uses

list_saved_queries
list_dashboards
search_saved_queries
search_dashboards
read_saved_query
read_dashboard
describe_tables
list_tables
list_schemas
suggest_schema_context_update

Example

Audit my Blaze SQL dashboards and saved queries and tell me what I should clean up first.

I read all 142 saved queries and 19 dashboards across 3 pages. Priority one: 6 broken assets, including the Weekly Revenue dashboard, which depends on a query referencing a renamed column. Priority two: 4 duplicate pairs of customer count reports that disagree with each other. Nothing has been changed; I will propose each cleanup for your approval.

Use in RevampKeyRead the full skill →

Asks before writing6 Blaze SQL tools

Answer data questions with checked SQL

Turns a plain-language business question into a read-only SQL query, runs sanity checks on the numbers and reports the answer with the query shown and caveats stated. It asks before changing anything in the workspace.

Use it when

A manager asks how many paying customers signed up last quarter
Finance wants revenue by region without trusting an old dashboard
A product lead asks which features drive retention and needs the method stated

Tools it uses

list_schemas
list_tables
describe_tables
suggest_schema_context_update
execute_sql
graph_sql_result

Example

How many paying customers did we have at the end of each month this year, excluding internal test accounts?

Paying customers at month end, January to June: 412, 428, 437, 451, 469, 480. Test and staff accounts were excluded using the is_internal flag. I reconciled June to the billing export (480 against 478, a gap of 2 from accounts cancelled mid-day), and checked that no month had duplicate customer rows. The query is below so you can re-run it.

Use in RevampKeyRead the full skill →

Get all 3 without copying a file

RevampKey adds the skills when you connect Blaze SQL, updates them for you and removes them when you disconnect.

Download RevampKey

How Blaze SQL skills work

Connect Blaze SQL
The Blaze SQL MCP server gives the agent its tools.
Ask in plain words
“Audit my Blaze SQL dashboards and saved queries and tell me what I should clean up first.” Each SKILL.md says when it applies, so only the one that fits is loaded.
Approve any change
The agent calls the tools in order, checks its work, and shows you any change before it makes it.

How to install Blaze SQL skills

In RevampKey the skills install themselves when you connect Blaze SQL. In other tools each skill is one folder with a SKILL.md file, and you also need the Blaze SQL MCP server connected there.

About 1 minute · nothing to copy

Download RevampKey for Mac, Windows or Linux and sign in.
Open Connectors and connect Blaze SQL. All 3 skills come with it and stay up to date; they go away when you remove the connector.
Ask in plain language, for example “Audit my Blaze SQL dashboards and saved queries and tell me what I should clean up first.”
Download RevampKeyConnect Blaze SQL · 1 click
Get RevampKey to connect Blaze SQL
RevampKey is a free desktop app for Mac, Windows and Linux. Install it, sign in, and Blaze SQL is one click away with its skills already attached.
Download RevampKey
Not now? Use the skills in your current tool
for s in essentials dashboard-and-saved-query-audit sql-analysis-from-question; do curl -fsSL --create-dirs -o .claude/skills/blaze-sql-$s/SKILL.md https://revampkey.com/marketplace/blaze-sql/skills/$s/SKILL.md done
Other tools

Into this project’s .claude/skills folder

Connect the Blaze SQL MCP server in Claude Code.

Run this in your project folder to add all 3 skills:

for s in essentials dashboard-and-saved-query-audit sql-analysis-from-question; do
  curl -fsSL --create-dirs -o .claude/skills/blaze-sql-$s/SKILL.md https://revampkey.com/marketplace/blaze-sql/skills/$s/SKILL.md
done

Ask in plain language, for example “Audit my Blaze SQL dashboards and saved queries and tell me what I should clean up first.”

Into the shared .agents/skills folder

Connect the Blaze SQL MCP server in Cursor.

Run this in your project folder to add all 3 skills:

for s in essentials dashboard-and-saved-query-audit sql-analysis-from-question; do
  curl -fsSL --create-dirs -o .agents/skills/blaze-sql-$s/SKILL.md https://revampkey.com/marketplace/blaze-sql/skills/$s/SKILL.md
done

Ask in plain language, for example “Audit my Blaze SQL dashboards and saved queries and tell me what I should clean up first.”

Into the shared .agents/skills folder

Connect the Blaze SQL MCP server in Codex.

Run this in your project folder to add all 3 skills:

for s in essentials dashboard-and-saved-query-audit sql-analysis-from-question; do
  curl -fsSL --create-dirs -o .agents/skills/blaze-sql-$s/SKILL.md https://revampkey.com/marketplace/blaze-sql/skills/$s/SKILL.md
done

Ask in plain language, for example “Audit my Blaze SQL dashboards and saved queries and tell me what I should clean up first.”

Into the shared .agents/skills folder

Connect the Blaze SQL MCP server in VS Code.

Run this in your project folder to add all 3 skills:

for s in essentials dashboard-and-saved-query-audit sql-analysis-from-question; do
  curl -fsSL --create-dirs -o .agents/skills/blaze-sql-$s/SKILL.md https://revampkey.com/marketplace/blaze-sql/skills/$s/SKILL.md
done

Ask in plain language, for example “Audit my Blaze SQL dashboards and saved queries and tell me what I should clean up first.”

RevampKey or copy the files?

In RevampKey

One click when you connect Blaze SQL
Updated for you when a skill improves
Removed when you disconnect
The MCP server is set up for you
800+ other connectors, same way

Download free

Copy into your project

One command per project
Run it again to get updates
You connect the Blaze SQL MCP server yourself
Works in Claude Code, Cursor, Codex and VS Code

See the command

Blaze SQL skills FAQ

What is a Blaze SQL agent skill?

A SKILL.md file: a short playbook an AI agent loads when your request matches it. Each Blaze SQL skill describes one job, which Blaze SQL tools to use in which order, what to check first and when to stop and ask you.

Do the Blaze SQL skills change anything on their own?

The others tell the agent to show you the change and wait for a yes before it creates, edits or deletes anything in Blaze SQL.

Which tools can use these skills?

Any agent that reads the open Agent Skills format: Claude Code, Cursor, Codex, VS Code with Copilot and RevampKey. In RevampKey they are attached when you connect Blaze SQL; elsewhere you copy the folders into your project or skills directory.

Do I need the Blaze SQL MCP server too?

Yes. The skills tell the agent how to do the work; the Blaze SQL MCP server gives it the tools to do it. The Blaze SQL MCP setup guide covers every client.

Blaze SQL MCP server setup · This page as Markdown

Put Blaze SQL’s best workflows in your agent

Download RevampKey, connect Blaze SQL and ask your first question in about a minute.

Download RevampKey Connect Blaze SQL · 1 click

All 3 Blaze SQL skills

Use Blaze SQL safely with AI

Use it when

Tools it uses

Audit your Blaze SQL dashboards and saved queries

Use it when

Tools it uses

Answer data questions with checked SQL

Use it when

Tools it uses

Get all 3 without copying a file

How Blaze SQL skills work

How to install Blaze SQL skills

RevampKey or copy the files?

In RevampKey

Copy into your project

Blaze SQL skills FAQ

Put Blaze SQL’s best workflows in your agent

Skills for related tools