Why should I use the --json flag with this skill?

The --json flag prevents terminal buffer overflows from progress spinners and provides structured data that Claude can accurately parse for status reporting and error recovery.

How does it handle CSV line ending errors on macOS?

It provides specific Python and CLI configurations to ensure line endings match (LF vs CRLF), preventing the 'ClientInputError: LineEnding is invalid' error common on macOS.

Does this skill automatically detect the operation type from my CSV?

No, the Bulk API 2.0 requires explicit commands for import, update, upsert, or delete; this skill ensures you use the correct sf command for your data task to avoid duplicate errors.

What happens if a bulk job only partially succeeds?

The skill includes logic to parse the specific JSON error envelope returned by the CLI, extracting the Job ID to fetch detailed success and failure logs via the results command.

Can I use this for Upsert operations?

Yes, it supports the sf data upsert bulk command and guides you through setting the required External ID field for record matching.

Salesforce Bulk Operations Manager

Name: Salesforce Bulk Operations Manager
Author: grailautomation

bygrailautomation

0•

数据库管理

Automates Salesforce Bulk API 2.0 write operations including data imports, updates, upserts, and deletions via the Salesforce CLI.

This skill empowers Claude to efficiently handle high-volume Salesforce data operations by managing the complexities of the Bulk API 2.0 and the sf CLI. It provides expert guidance on CSV preparation—addressing common pitfalls like macOS line endings and header mapping—while offering robust strategies for job monitoring and programmatic error handling. Whether you are performing massive data migrations, routine record updates, or complex upserts using external IDs, this skill ensures data integrity and operational transparency by correctly parsing both successful and partially failed JSON response shapes.

主要功能

010 GitHub stars

02Standardized JSON output parsing for both full success and partial failure scenarios

03Real-time job monitoring and status resumption using Job IDs

04Automatic resolution of macOS line ending (LF vs CRLF) conflicts in CSV files

05Guidance on sandbox-specific data validation and record ID mapping

06Support for Bulk API 2.0 CRUD operations (Import, Update, Upsert, Delete)

使用场景

01Performing mass updates to custom fields across millions of records using Salesforce IDs

02Synchronizing external database records with Salesforce using Upsert and External IDs

03Migrating thousands of records from legacy systems into Salesforce Accounts or Contacts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add grailautomation/claude-plugins sf-bulk-operations

For use in Claude.ai and ChatGPT

Download Skill