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Skills Library Explorer

Browse Salesforce's official agent skills live from GitHub — search, filter and read any SKILL.md.

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Core Salesforce

The fundamentals every developer and admin builds on.

Developer

Apex

Clean code, trigger frameworks, async patterns and best practices for scalable, future-ready Apex.

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Developer

Lightning Web Components

Hands-on LWC: custom datatables, charts, file uploaders and real project-based components.

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Automation

Flow

Build powerful, maintainable automation with Salesforce Flow — no code required.

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Developer

Integration

REST, SOAP, callouts and third-party integration strategies with real-world examples.

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Code Recipes & Live Tools

Official Salesforce sample code, synced live from GitHub — always current, searchable, copy-ready.

Agent Script Recipes

Salesforce's official Agent Script examples — read each recipe's guide and copy its source.

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DX MCP Tools Explorer

Every tool in Salesforce's official DX MCP Server — 90+ AI development tools, searchable by toolset and GA status.

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Apex Recipes

Salesforce's official Apex example library — async, triggers, callouts, security and testing patterns with full source.

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LWC Recipes

130+ official Lightning Web Components examples — wire, GraphQL, events, navigation and more, with JS and HTML source.

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Visualforce to LWC

Official migration examples — each classic Visualforce pattern next to its modern LWC equivalent, side by side.

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React on Salesforce

Salesforce's official React recipes for the Platform — single-file GraphQL, mutation, routing and styling examples.

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Featured

Popular right now

Reader favourites — practical builds you can ship this week.

Agentforce ★ Featured

Agentforce 360, Explained for Developers

What actually shipped at Dreamforce '25 — Agentforce Builder, Agent Script, hybrid reasoning and Voice — and where a developer should start.

Agentforce ★ Featured

MCP + Agentforce: Plug Agents Into Everything

Model Context Protocol across Salesforce: the native MCP client, MuleSoft MCP servers, the DX MCP server for devs — plus a real SAP + logistics scenario.

Agentforce ★ Featured

Headless Agentforce: The Agent API

Run your agents anywhere over REST — External Client App auth, session lifecycle with cURL examples, and a real customer-portal integration.

From the blog

Latest tutorials

Step-by-step, copy-paste-friendly walkthroughs from real project work.

Native Models API vs BYO LLM vs Direct Callout: The Decision Guide

Three ways to call an LLM from Salesforce, one decision table — a wealth management firm walks its compliance constraints through cost, residency and trust layer.

Bring Your Own LLM: Register an External Model in Einstein Studio

A pharma firm plugs its own Azure OpenAI deployment into Model Builder — its contract and region, with the Einstein Trust Layer still in the path.

Calling an External LLM from Apex: Named Credentials, Retries, and When Not To

A manufacturer reaches its self-hosted model: External Credential setup, a production client class with retries — and when this path is the wrong choice.

Grounding an External LLM on CRM Data (Without Native Grounding)

USER_MODE queries, field allow-lists, token budgeting and anti-hallucination prompts — a travel company builds the grounding layer by hand, safely.

Securing External AI: PII Masking, Prompt Injection, Cost and Audit

On the raw-callout path you ARE the trust layer — a lender builds PII masking before egress, output validation, budget guards and an audit trail.

Zero Copy in Data 360: Query Snowflake Without Moving a Byte

Data federation with Snowflake, BigQuery and Databricks — external DLOs, federated SQL and the federate-vs-ingest decision, via a retail chain build.

Data Graphs: A Millisecond Customer 360 at Runtime

Precomputed profile documents, the lookup API with live reads and Apex callouts — a telco serves full customer context to an agent mid-call.

Advanced Identity Resolution in Data 360

Fuzzy precision levels, custom match rules and per-field reconciliation — an airline merges loyalty, booking and app identities without merging strangers.

Streaming and Real-Time Data 360: The Five-Second Abandoned Cart

Web SDK events, Ingestion API streaming and the real-time layer — an e-commerce site triggers an abandoned-cart agent while the shopper is still browsing.

Agentforce Testing Center: Batch-Test Your Agent Before Go-Live

Build a test set from 200 real customer questions, run a batch evaluation and read the results — a retail bank validates routing before go-live.

Designing Test Utterances That Actually Find Bugs

Paraphrases, edge cases, adversarial phrasing and multilingual inputs — a telco tests "why is my bill high" fifteen ways and finds three real bugs.

Scoring Agent Answers: Quality Metrics and LLM-as-Judge

Accuracy, completeness, tone and hallucination gates — a healthcare provider builds a calibrated LLM judge in Apex with the Models API.

Agent Regression Testing: Catching Silent Breakage in CI

One instruction tweak silently broke refund routing — baseline your agent test set and rerun it on every change with sf agent test in GitHub Actions.

Red-Teaming Your Agent: Injection, Leakage and Jailbreak Tests

Prompt injection, off-topic traps and data leakage — an insurer attacks its own agent and finds the bug instructions alone would never stop.

Data 360 Fundamentals: One Customer, Many Systems

Ingestion, harmonization, identity resolution and DMOs vs sObjects — a retail bank unifies card, loan and app-usage data into one customer profile.

Calculated Insights and Segments in Data 360

Write a Calculated Insight in SQL, build a segment on it and activate a win-back campaign — a telco catches declining data usage before customers port out.

Grounding Agentforce in Data 360

Data graphs, prompt grounding and custom Apex actions — a healthcare service agent answers billing questions from the unified patient record, mid-conversation.

React to Data 360 Changes from Apex and Flow

Data actions, platform events and Data 360-triggered flows — an e-commerce retailer auto-creates a retention Case the day a customer turns churn-risky.

Data 360 with Tableau and CRM Analytics

Live Tableau connections, embedded CRM Analytics or a plain report — a logistics company picks the right analytics layer for unified shipment data.

Self-Service Deflection with an Agentforce Service Agent

Deflect the repetitive Tier-1 tickets with a service agent on web and messaging — grounded on Knowledge, with a clean Omni-Channel handoff to a human.

Governed Agent Actions: Let an Agent Write Back Safely

Give an agent a real write action with a custom @InvocableMethod — typed inputs, validation and a confirmation step so the LLM never writes junk to your records.

Agentforce in Slack for Sales Ops

Deploy an employee agent in Slack, grounded on live CRM through Data 360, so the team self-serves deal and account answers without opening Salesforce.

Inbound Lead Follow-Up with an Agentforce SDR Agent

An SDR agent that engages inbound leads over email, answers from grounded content and books meetings — escalating qualified leads to a human seller.

RAG Without the Plumbing: Agentforce Data Library

Ground your agent in real company knowledge with Data Library — auto-built chunks, search indexes and retrievers, plus grounded prompt patterns.

Your Org as an AI Tool: The DX MCP Server

Wire @salesforce/mcp into your AI coding assistant so it can query, deploy and test against your org — a real agentic-DevOps workflow.

Refunds an LLM Can't Improvise: Agent Script Guardrails

Hybrid reasoning in practice: policy enforced by deterministic Agent Script transitions while the LLM handles only the conversation.

AI Case Summaries with Prompt Builder + Flow

Auto-summarize long support cases with a grounded prompt template fired from Flow — zero code, trust layer included.

Call LLMs from Apex with the Models API

Build a reusable account-brief generator in Apex via the aiplatform namespace — grounding, USER_MODE security and reuse across LWC, batch and agents.

Agentforce 360, Explained for Developers

What actually shipped at Dreamforce '25 — Agentforce Builder, Agent Script, hybrid reasoning and Voice — and where a developer should start.

MCP + Agentforce: Plug Agents Into Everything

Model Context Protocol across Salesforce: the native MCP client, MuleSoft MCP servers, the DX MCP server for devs — plus a real SAP + logistics scenario.

Headless Agentforce: The Agent API

Run your agents anywhere over REST — External Client App auth, session lifecycle with cURL examples, and a real customer-portal integration.

Dynamic Validation Rule Builder

Create Salesforce validation rules from natural-language prompts — generates the formula and deploys it via the SOAP API, no manual steps.

Multi-Select Combobox

Fully customizable, searchable single or multi-select picklists in LWC — ideal for dynamic, user-friendly Salesforce UIs.

Multi-Axis Chart in LWC

Build interactive multi-axis charts in Lightning Web Components with Chart.js — perfect for visualizing complex Salesforce data.

Platform

Update Packaged Email Templates

Email template updates in managed packages don't reflect after upgrades — learn how to make changes apply across all customer orgs.

Custom File Uploader in LWC

Create a stylish drag-and-drop file uploader for Salesforce Lightning Web Components.

Custom Data Table with Images

Extend Lightning Datatable with custom column types to display images and rich content.

Lazy Loading in LWC

Implement infinite scrolling for optimized data loading in Lightning Datatable.

Apex

Get Session ID in Lightning Components

Reliable techniques for obtaining a session ID in Lightning contexts when APIs need one.

Platform

Enable Legacy Connected Apps

Salesforce Summer '25 update: the steps to enable legacy connected apps in your org.