MCPInstall

generating-visual-diagrams

AI-powered image generation for Salesforce visuals via Nano Banana Pro. Use this skill when the user needs rendered PNG/SVG output such as visual ERDs (Entity Relationship Diagrams), UI mockups, wireframes, or architecture illustrations. TRIGGER when: user asks for PNG/SVG output, UI mockups, wireframes, visual ERDs, or says "generate image" / "create mockup". DO NOT TRIGGER when: text-based Mermaid diagrams (use generating-mermaid-diagrams), or non-visual documentation tasks.

Installs
2.8K
Last 24h
—
Trending rank
—
Security
Not audited

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/forcedotcom/sf-skills --skill generating-visual-diagrams
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads generating-visual-diagrams automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

generating-visual-diagrams: Salesforce Visual AI Skill

Use this skill when the user needs rendered visuals, not text diagrams: ERDs, UI mockups, architecture illustrations, slide-ready images, or image edits using Nano Banana Pro.

Scope

In scope:

  • PNG / SVG-style rendered image output
  • Visual ERDs and architecture diagrams
  • LWC or Experience Cloud mockups / wireframes
  • Image edits on previously generated visuals

Out of scope — delegate instead:

  • Mermaid or text-only diagrams → generating-mermaid-diagrams
  • Object / field metadata discovery for ERDs → generating-custom-object or generating-custom-field
  • LWC implementation after the mockup is approved → generating-lwc-components
  • Apex review / implementation → generating-apex

Hard Gate: Prerequisites First

Run the prerequisites check before using the skill:

scripts/check-prerequisites.sh

If prerequisites fail, stop and route the user to setup guidance in:

  • references/gemini-cli-setup.md

Required Inputs

Ask for or infer before generating:

InputDefault if not provided
Image typeERD
Subject scope and key entities / systemsAsk the user
Target qualityDraft (1K)
Preferred stylearchitect.salesforce.com aesthetic
Aspect ratioDefault (no override)
Quick mode or interview modeInterview mode

Interview-First Workflow

Unless the user asks for quick / simple / just generate, ask clarifying questions first using the question bank in references/interview-questions.md.

Request typeAsk about
ERD / schemaobjects, visual style, purpose, extras
UI mockupcomponent type, object/context, device/layout, style
architecture imagesystems, boundaries, protocols, emphasis
image editwhat to keep, what to change, output quality

Quick mode defaults (triggered by "quick", "simple", "just generate", "fast"):

  • professional style, 1K draft, legend included, one image first then iterate

Recommended Workflow

1. Run prerequisites check

Run scripts/check-prerequisites.sh and confirm all required tools pass before proceeding.

2. Gather inputs

  • object list / metadata (delegate to generating-custom-object / generating-custom-field if needed)
  • purpose: draft vs presentation vs documentation
  • desired aesthetic — read references/architect-aesthetic-guide.md for ERDs
  • aspect ratio / resolution

3. Run interview or use quick-mode defaults

Load references/interview-questions.md for the matching question set (ERD, LWC, architecture, code review).

4. Build a concrete prompt

Good prompts specify subject, composition, color treatment, labels/legends, and output quality goal.

5. Generate a fast draft at 1K

gemini --yolo "/generate 'Your prompt here'"

Open the result and review layout before spending on higher resolution.

6. Iterate using edits

gemini --yolo "/edit 'Specific change instruction'"

Use /edit for small adjustments — cheaper than regenerating. See references/iteration-workflow.md.

7. Generate final at 2K/4K using the Python script

Run scripts/generate_image.py when layout is confirmed:

uv run scripts/generate_image.py -p "Refined prompt" -f "output.png" -r 4K

8. Error recovery

  • If gemini --yolo returns no image: re-run once; if it fails again, fall back to the Python script path.
  • If the Python script fails with GEMINI_API_KEY not found: verify the key is exported in your shell profile (~/.zshrc on macOS/zsh, ~/.bashrc on Linux) and the terminal session is refreshed.
  • If the extension is missing: run gemini extensions install nanobanana and re-run the prerequisites check.

Default Style Guidance

For ERDs, default to the architect.salesforce.com aesthetic unless the user asks otherwise:

  • dark border + light fill cards
  • cloud-specific accent colors
  • clean labels and relationship lines
  • presentation-ready whitespace and hierarchy

Full style specification: references/architect-aesthetic-guide.md


Common Patterns

PatternDefault approach
visual ERDget metadata if available, then render a draft first
LWC mockupload assets/lwc/data-table.md, assets/lwc/record-form.md, or assets/lwc/dashboard-card.md for the matching template
architecture illustrationload assets/architecture/integration-flow.md; emphasize systems and flows
image refinementuse /edit for small changes before regenerating
final production assetswitch to script-driven 2K/4K generation via scripts/generate_image.py
Apex / LWC code reviewload assets/review/apex-review.md or assets/review/lwc-review.md for the review prompt template

Output Expectations

Deliverables produced by this skill:

  • Draft image (<name>.png) — 1K resolution rendered via gemini --yolo "/generate ..." for layout review
  • Final image (<name>.png) — 2K or 4K resolution rendered via scripts/generate_image.py once composition is approved
  • Edit iteration (<name>.png) — incremental refinement via gemini --yolo "/edit ..." without full regeneration

After delivering each image:

  • Open the file in Preview or attach it in the session for multimodal review
  • Ask the user whether to iterate on layout, labeling, or color before finalizing
  • Only proceed to high-res output after draft composition is confirmed

Rules / Constraints

RuleRationale
Always run prerequisites check before any generationMissing tools produce silent failures
Always draft at 1K before generating at 4KCost and time savings; composition changes at high res are wasteful
Use /edit for incremental changes, not full regenerationCheaper and faster for small adjustments
Never commit GEMINI_API_KEY to version controlKey is personal and tied to billing
Delegate text diagrams to generating-mermaid-diagramsThis skill owns rendered images only

Gotchas

IssueResolution
Edit not applying correctlyBe specific: reference existing elements by name; one change at a time
4K output looks different from 1K draftUse exact same prompt text; minor variations are normal model behavior
gemini --yolo fails silentlyCheck that the Nano Banana extension is installed: gemini extensions list
Image dimensions wrongSet --aspect-ratio explicitly in scripts/generate_image.py using -a "16:9"
RGBA image causes errors in Python scriptScript auto-converts RGBA→RGB; ensure Pillow is installed via uv

Cross-Skill Integration

NeedDelegate toReason
Mermaid first draft or text diagramgenerating-mermaid-diagramsfaster structural diagramming
Object / field discovery for ERDgenerating-custom-object / generating-custom-fieldaccurate schema grounding
Turn mockup into real LWC componentgenerating-lwc-componentsimplementation after design
Apex review / implementationgenerating-apexcode-quality follow-up

Reference File Index

FileWhen to read
references/gemini-cli-setup.mdPrerequisites fail — Gemini CLI / Nano Banana setup guidance
references/interview-questions.mdStep 3 — load question set matching the request type
references/iteration-workflow.mdStep 6 — draft-to-final iteration patterns and cost tips
references/architect-aesthetic-guide.mdStep 4 — ERD color palettes, box styles, prompt templates
references/examples-index.mdStep 4 — example prompts for ERD, LWC, architecture, code review
assets/erd/core-objects.mdStep 4 — prompt template for core CRM objects (Account, Contact, Opportunity, Case)
assets/erd/custom-objects.mdStep 4 — prompt template for custom object ERDs
assets/lwc/data-table.mdStep 4 — prompt template for lightning-datatable mockups
assets/lwc/record-form.mdStep 4 — prompt template for lightning-record-form mockups
assets/lwc/dashboard-card.mdStep 4 — prompt template for dashboard card / metric tile mockups
assets/architecture/integration-flow.mdStep 4 — prompt template for integration architecture diagrams
assets/review/apex-review.mdStep 4 — Gemini review prompt template for Apex code
assets/review/lwc-review.mdStep 4 — Gemini review prompt template for LWC components
scripts/check-prerequisites.shStep 1 — run to verify all required tools are installed
scripts/generate_image.pyStep 7 — run for 2K/4K resolution output and image editing with resolution control

FAQ

What does the generating-visual-diagrams skill do?

AI-powered image generation for Salesforce visuals via Nano Banana Pro. Use this skill when the user needs rendered PNG/SVG output such as visual ERDs (Entity Relationship Diagrams), UI mockups, wireframes, or architecture illustrations. TRIGGER when: user asks for PNG/SVG output, UI mockups, wireframes, visual ERDs, or says "generate image" / "create mockup". DO NOT TRIGGER when: text-based Mermaid diagrams (use generating-mermaid-diagrams), or non-visual documentation tasks.

How do I install generating-visual-diagrams?

Run npx skills add https://github.com/forcedotcom/sf-skills --skill generating-visual-diagrams in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/generating-visual-diagrams/ (personal) or .claude/skills/generating-visual-diagrams/ (project).

Which AI agents can use generating-visual-diagrams?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is generating-visual-diagrams safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains generating-visual-diagrams?

It is published by forcedotcom in forcedotcom/sf-skills. It has 2,780 recorded installs.

More from forcedotcom/sf-skills

View all →

platform-apex-generate

forcedotcom/sf-skills

Primary Apex authoring skill for class generation, refactoring, and review. ALWAYS ACTIVATE when the user mentions Apex, .cls, triggers, or asks to create/refactor a class (service, selector, domain, batch, queueable, schedulable, invocable, DTO, utility, interface, abstract, exception, REST resource). Use this skill for requests involving SObject CRUD, mapping collections, fetching related records, scheduled jobs, batch jobs, trigger design, @AuraEnabled controllers, @RestResource endpoints, custom REST APIs, or code review of existing Apex.

platform-apex-test-generate

forcedotcom/sf-skills

Use to generate and validate Apex test classes with TestDataFactory patterns, bulk testing (251+ records), mocking, assertions, and disciplined test-fix loops. Use when creating Apex test classes (for triggers, services, controllers, batch jobs, queueables, and callouts), improving coverage, debugging or fixing failing Apex tests, or running test/coverage analysis. Triggers on Test.cls files, sf apex run test, coverage reports. Do NOT trigger for production Apex (use platform-apex-generate) or Jest/LWC tests.

Testing & QA7.1K installs

platform-apex-test-run

forcedotcom/sf-skills

Apex test execution, coverage analysis, and test-fix loops with 120-point scoring. Use when the user runs Apex tests, checks code coverage, fixes failing tests, or touches Test.cls / Test.cls files. DO NOT TRIGGER when writing Apex production code (use platform-apex-generate), Agentforce agent testing (use agentforce-test), or Jest/LWC tests (use experience-lwc-generate).

Testing & QA7K installs

platform-apex-logs-debug

forcedotcom/sf-skills

Salesforce debug log analysis and troubleshooting with 100-point scoring. TRIGGER when: user analyzes debug logs, hits governor limits, reads stack traces, or touches .log files from Salesforce orgs. DO NOT TRIGGER when: running Apex tests (use platform-apex-test-run), generating or fixing Apex code (use platform-apex-generate), or Agentforce session tracing (use agentforce-observe).

platform-soql-query

forcedotcom/sf-skills

Use when the user needs SOQL/SOSL authoring or optimization: natural-language-to-query generation, relationship queries, aggregates, query-plan/selectivity analysis, and performance or safety improvements. TRIGGER when the user writes, optimizes, or debugs SOQL/SOSL, touches .soql files, or asks about relationship queries, aggregates, or query performance. DO NOT TRIGGER for bulk data operations (use platform-data-manage), Apex DML logic (use platform-apex-generate), or report/dashboard queries.

platform-metadata-deploy

forcedotcom/sf-skills

Salesforce DevOps automation using sf CLI v2. TRIGGER when: user deploys metadata, validates a deploy or does a dry-run, deploys to a Production org, quick-deploys a validated job ID, ships/promotes to prod, creates/manages scratch orgs or sandboxes, sets up CI/CD pipelines, or troubleshoots deployment errors with sf project deploy. DO NOT TRIGGER when: writing Apex code, building LWC components (use experience-lwc-generate), creating metadata definitions (use platform-custom-object-generate), deleting metadata from an org (use platform-destructive-deploy), or querying org data (use platform-data-manage).

DevOps & Cloud6.8K installs

Popular docs & writing skills

View category →

grill-with-docs

mattpocock/skills

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

Docs & Writing1.2M installs

lark-markdown

open.feishu.cn

飞书 Markdown:查看、创建、上传、编辑和比较飞书中的原生 Markdown 文件。当用户要操作飞书 Markdown 文件,或比较其远端版本及本地草稿时使用。纯本地 Markdown 文件操作不触发本 skill。不负责将 Markdown 导入为飞书在线文档,也不负责文件搜索、权限、评论、移动、删除等云空间管理操作。

Docs & Writing778.7K installs

writing-beats

mattpocock/skills

Writing, exploit; assemble raw material into a journey of beats, grounding each term before a beat leans on it.

Docs & Writing490.7K installs

writing-shape

mattpocock/skills

Writing, exploit: shape raw material into an article, paragraph by paragraph.

Docs & Writing490.2K installs

writing-fragments

mattpocock/skills

Writing, explore: mine raw fragments, no structure yet.

Docs & Writing489.6K installs

writing-for-agents

mattpocock/skills

Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.

Docs & Writing479.3K installs