cirra-ai-sf-data

Validate SOQL and DML operations with pre-flight checks via Cirra AI MCP Server.

3|Updated Jan 27, 2026
One-click install
npx skills add https://github.com/cirra-ai/skills --skill cirra-ai-sf-data
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cirra-ai-sf-data
Source: https://github.com/cirra-ai/skills/tree/main/cirra-ai-sf-data/skills/cirra-ai-sf-data
Command: npx skills add https://github.com/cirra-ai/skills --skill cirra-ai-sf-data

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Salesforce data operations are often error-prone and time-consuming without built-in validation; cirra-ai-sf-data provides pre-flight checks and remote-org-capable tools to streamline querying, DML, and bulk data tasks with safer outcomes.

Core Features & Use Cases

  • CRUD data operations: query, insert, update, delete, and upsert records via Cirra AI MCP Server.
  • Bulk data handling: perform large-scale inserts/updates with built-in pre-flight validation and cleanup support.
  • Metadata discovery integration: describe objects and fields to enable safe data modeling and schema discovery across orgs.
  • Use Case: prepare test data, validate governor limits, and execute complex data migrations with traceable results.

Quick Start

Run a pre-flight validated data operation against a Salesforce org using Cirra AI MCP Server.

Frequently Asked Questions about cirra-ai-sf-data

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate Salesforce SOQL and DML operations before execution?

Salesforce bulk data operations use built-in pre-flight validation to verify large-scale inserts and updates before execution. This approach checks governor limits and prepares cleanup support, ensuring traceable results for complex data migrations.

How do I run Salesforce data operations against a remote org?

Salesforce data operations against a remote org are executed using Cirra AI MCP Server. This setup enables remote-org-capable CRUD operations, querying, and bulk data tasks with tiered pre-flight validation for safer outcomes.

Can I use this to prepare test data and validate governor limits in Salesforce?

Yes, you can prepare test data and validate governor limits in Salesforce. The skill supports generating test data, checking limits via pre-flight validation, and executing complex data migrations with traceable results.

How do I discover Salesforce object and field schemas for safe data modeling?

Salesforce object and field schemas are discovered through metadata discovery integration. This enables safe data modeling and schema discovery across orgs by describing objects and fields before executing data operations.

What is the best way to handle large-scale Salesforce data imports with cleanup support?

Large-scale Salesforce data imports are handled using bulk data operations with built-in pre-flight validation and cleanup support. This method streamlines inserts and updates while ensuring safer, traceable data migration outcomes.