Agent skill
fabric-helper
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Install this agent skill to your Project
npx add-skill https://github.com/abdullah1854/ClaudeSuperSkills/tree/main/fabric-helper
SKILL.md
fabric-helper
Generates Microsoft Fabric Lakehouse and Warehouse queries with Delta Lake and Spark SQL.
Metadata
- Version: 1.0.0
- Category: database
- Source: workspace
Tags
fabric, delta, spark, lakehouse
MCP Dependencies
None specified
Inputs
operation(string) (required): Operation: read, write, merge, optimizetable(string) (required): Table name
Workflow
No workflow defined
Anti-Hallucination Rules
None specified
Verification Checklist
None specified
Usage
typescript
// Execute via MCP Gateway:
gateway_execute_skill({ name: "fabric-helper", inputs: { ... } })
// Or via REST API:
// POST /api/code/skills/fabric-helper/execute
// Body: { "inputs": { ... } }
Code
typescript
const { operation, table } = inputs;
const templates = {
read: `# Read from Delta table
df = spark.read.format("delta").table("${table}")
df.show()`,
write: `# Write to Delta table
(df
.write
.format("delta")
.mode("overwrite")
.saveAsTable("${table}")
)`,
merge: `MERGE INTO ${table} AS target
USING source_table AS source
ON target.id = source.id
WHEN MATCHED THEN
UPDATE SET target.value = source.value
WHEN NOT MATCHED THEN
INSERT (id, value) VALUES (source.id, source.value);`,
optimize: `-- Optimize table (compact small files)
OPTIMIZE ${table};
-- Z-ORDER for query performance
OPTIMIZE ${table} ZORDER BY (column1);
-- Vacuum old files
VACUUM ${table};`
};
console.log(templates[operation] || templates.read);
Created: Mon Dec 22 2025 10:37:27 GMT+0800 (Singapore Standard Time) Updated: Mon Dec 22 2025 10:37:27 GMT+0800 (Singapore Standard Time)
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