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Integration Connectivity Generate

OrganizationPopular
forcedotcom
integration-connectivity-generate

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, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use integration-connectivity-connected-app-configure), Apex-only logic (use platform-apex-generate), data import/export (use platform-data-manage), or CDC channel-membership metadata such as PlatformEventChannel, PlatformEventChannelMember, or EnrichedField (use integration-eventing-cdc-configure).

Overview

Publisherforcedotcom
Repositorysf-skills
Skill nameintegration-connectivity-generate
Stars
1.1K
Forks
351
Bundled files
40
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 40 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by forcedotcom on GitHub. Read the source before you install it.

Installation

Install the Integration Connectivity Generate AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/forcedotcom/sf-skills/tree/main/plugins/builder/integration/skills/integration-connectivity-generate
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/forcedotcom/sf-skills.git /tmp/sf-skills
mkdir -p .claude/skills
cp -r /tmp/sf-skills/plugins/builder/integration/skills/integration-connectivity-generate .claude/skills/integration-connectivity-generate
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Integration Connectivity Generate in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Integration Connectivity Generate on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Integration Connectivity Generate is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

integration-connectivity-generate: Salesforce Integration Patterns Expert

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:

  • configuring the OAuth app itself → integration-connectivity-connected-app-configure
  • writing Apex-only business logic → the platform-apex-generate skill
  • deploying metadata → the platform-metadata-deploy skill
  • importing/exporting data → the platform-data-manage skill

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:

  • the platform-metadata-deploy skill for deployment
  • the platform-apex-generate skill for deeper service / retry code
  • the automation-flow-generate skill for declarative HTTP callout orchestration

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:

text
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-generate skillApex implementation
declarative HTTP callout / Flow wrapperautomation-flow-generate skillFlow orchestration
deploy integration metadataplatform-metadata-deploy skillvalidation and rollout
use integration from Agentforceagentforce-generate skillagent 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

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Integration Connectivity Generate AI skill do?

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, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use integration-connectivity-connected-app-configure), Apex-only logic (use platform-apex-generate), data import/export (use platform-data-manage), or CDC channe...

Why use Integration Connectivity Generate on TypingMind?

Because you install it once and use it with any model. Integration Connectivity Generate is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Integration Connectivity Generate in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/forcedotcom/sf-skills/tree/main/plugins/builder/integration/skills/integration-connectivity-generate. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Integration Connectivity Generate?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Integration Connectivity Generate?

As many as you like. As long as a model supports skills, you can use Integration Connectivity Generate with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Integration Connectivity Generate AI skill free?

Yes. It is published on GitHub by forcedotcom under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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