integration-connectivity-generate: Salesforce Integration Patterns Expert

SkillSearch

Helps your agent set up Salesforce integrations like authenticated API callouts, external services, and event streams.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the integration-connectivity-generate: Salesforce Integration Patterns Expert skill

About this capability

Salesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services,

What this skill tells your AI

The instructions your AI receives, as published by forcedotcom/sf-skills in skills/integration-connectivity-generate/SKILL.md and read by ahel’s review.

Use this skill when the user needs integration architecture and runtime plumbing: Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, CDC, and event-driven integration design.

When This Skill Owns the Task

Use integration-connectivity-generate when the work involves:

  • .namedCredential-meta.xml or External Credential metadata
  • outbound REST/SOAP callouts
  • External Service registration from OpenAPI specs
  • Platform Events, CDC, and event-driven architecture
  • choosing sync vs async integration patterns

Delegate elsewhere when the user is:


Required Context to Gather First

Ask for or infer:

  • integration style: outbound callout, inbound event, External Service, CDC, platform event
  • auth method
  • sync vs async requirement
  • system endpoint / spec details
  • rate limits, retry expectations, and failure tolerance
  • whether this is net-new design or repair of an existing integration

Recommended Workflow

1. Choose the integration pattern

NeedDefault pattern
authenticated outbound API callNamed Credential / External Credential + Apex or Flow
spec-driven API clientExternal Service
trigger-originated calloutasync callout pattern
decoupled event publishingPlatform Events
change-stream consumptionCDC

2. Choose the auth model

Prefer secure runtime-managed auth:

  • Named Credentials / External Credentials
  • OAuth or JWT via the right credential model
  • no hardcoded secrets in code

3. Generate from the right templates

Use the provided assets under:

  • assets/named-credentials/
  • assets/external-credentials/
  • assets/external-services/
  • assets/callouts/
  • assets/platform-events/
  • assets/cdc/
  • assets/soap/

4. Validate operational safety

Check:

  • timeout and retry handling
  • async strategy for trigger-originated work
  • logging / observability
  • event retention and subscriber implications

5. Hand off deployment or implementation details

Use:


High-Signal Rules

  • never hardcode credentials
  • do not do synchronous callouts from triggers
  • define timeout behavior explicitly
  • plan retries for transient failures
  • use middleware / event-driven patterns when outbound volume is high
  • prefer External Credentials architecture for new development when supported

Common anti-patterns:

  • sync trigger callouts
  • no retry or dead-letter strategy
  • no request/response logging
  • mixing auth setup responsibilities with runtime integration design

Output Format

When finishing, report in this order:

  1. Integration pattern chosen
  2. Auth model chosen
  3. Files created or updated
  4. Operational safeguards
  5. Deployment / testing next step

Suggested shape:

Integration: <summary>
Pattern: <named credential / external service / event / cdc / callout>
Files: <paths>
Safety: <timeouts, retries, async, logging>
Next step: <deploy, register, test, or implement>

Cross-Skill Integration

NeedDelegate toReason
OAuth app setupintegration-connectivity-connected-app-configureconsumer key / cert / app config
advanced callout service codeplatform-apex-generateApex implementation
declarative HTTP callout / Flow wrapperautomation-flow-generateFlow orchestration
deploy integration metadataplatform-metadata-deployvalidation and rollout
use integration from Agentforceagentforce-generateagent action composition

Reference Map

Start here

Event-driven / platform patterns

CLI / automation / scoring

Asset templates

  • assets/named-credentials/ — Named Credential XML templates (OAuth, JWT, Certificate, Custom auth)
  • assets/external-credentials/ — External Credential XML templates (OAuth, JWT)
  • assets/external-services/ — External Service registration template and operations guide
  • assets/callouts/ — REST sync, Queueable, retry handler, and HTTP response handler Apex templates
  • assets/platform-events/ — Platform Event definition, publisher, and subscriber templates
  • assets/cdc/ — CDC handler and subscriber trigger templates
  • assets/soap/ — SOAP callout service template and wsdl2apex guide
  • assets/endpoint-security/ — Remote Site Setting and CSP Trusted Site XML templates

Automation hooks

  • scripts/suggest_credential_setup.py — auto-suggests credential configuration steps when integration files are detected
  • scripts/validate_integration.py — validates integration patterns before agent responses

Output Expectations

When this skill completes an integration task, it produces:

  1. Credential metadata — one or more files in assets/named-credentials/ or assets/external-credentials/ filled with org-specific values
  2. Callout Apex class — a .cls file using the Named Credential pattern, with async/sync pattern chosen based on context
  3. Event/CDC artifacts — Platform Event .object-meta.xml, subscriber trigger, or CDC config (when event-driven pattern is chosen)
  4. Endpoint security metadata — Remote Site Setting and/or CSP Trusted Site XML files
  5. Scoring report — 120-point score across 6 categories (Security, Error Handling, Bulkification, Architecture, Best Practices, Documentation)
  6. Next step — a deployment or testing instruction for the generated artifacts

Score Guide

ScoreMeaning
108+strong production-ready integration design
90–107good design with some hardening left
72–89workable but needs architectural review
< 72unsafe / incomplete for deployment

Pre-Delivery Checklist

  • Never hardcode credentials — all secrets stored in Named Credentials or External Credentials

Signals

GitHub stars
1k
Forks
342
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
integration-connectivity-generate
Source
github.com/forcedotcom/sf-skills