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AwesomeSalesforceSkills
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AwesomeSalesforceSkills

Active·★ 23·Apache-2.0·Updated 2026-10-21

SfSkills is a universal Salesforce knowledge layer designed to enhance AI coding assistants. It provides role-accurate, source-grounded Salesforce guidance for various roles, clouds, and tasks, making generic LLMs Salesforce-literate.

#Salesforce#AI Skills#Code Assistant#Knowledge Base#Developer Tools#Admin Tools#LLM Enhancement
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Guides
$ Install
$ git clone https://github.com/PranavNagrecha/AwesomeSalesforceSkills.git && cd AwesomeSalesforceSkills && python3 -m pip install -r requirements.txt
↗ Visit site★ GitHub
01

Features

01Contains over 1000 structured Salesforce skills and guides.
02Includes 75 AI agents designed for various Salesforce tasks.
03Provides shared, reusable Apex, LWC, and Flow templates for consistent implementations.
04Features a live-org MCP server for real-time Salesforce context and validation against actual org data.
05Incorporates 'golden evals' for testable output quality of flagship skills, ensuring reliability.
02

Compatibility

Python
Runtime
Verified via docs
Salesforce CLI
Integration
Verified via docs
AI Coding Assistants
Client
Verified via docs
03

Quick start

1
$ git clone https://github.com/PranavNagrecha/AwesomeSalesforceSkills.git
2
$ cd AwesomeSalesforceSkills
3
$ python3 -m pip install -r requirements.txt
04

Use cases

↳AI coding assistants providing step-by-step Salesforce configuration guides for Admins.
↳Developers receiving Apex patterns with test classes, LWC component scaffolds, and Flow best practices.
↳Architects leveraging decision frameworks and Well-Architected Framework (WAF) reviews for solution design.
↳Debugging LWC failures or optimizing SOQL queries by applying relevant skills.
↳Generating high-coverage test classes for Apex code using canonical patterns.
05

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PranavNagrecha /
AwesomeSalesforceSkills
↗

Open-source Salesforce knowledge layer for AI coding assistants. 982+ source-grounded skills, 75 agents, 38-tool MCP server with live-org metadata. pip install sfskills-mcp.

23Apache-2.0
Last commit2d ago
StatusActive
CategoryCode Assistant
Links
Documentation↗Discussion↗Issues↗Releases↗
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