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Skills/forcedotcom/sf-skills/generating-visual-diagrams
generating-visual-diagrams logo

generating-visual-diagrams

forcedotcom/sf-skills
1K installs557 stars
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Installation

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

Summary

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.

SKILL.md

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

Score

0–100
63/ 100

Grade

C

Popularity15/30

1,416 installs — growing adoption.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Generating Visual Diagrams skill score badge previewScore badge

Markdown

[![Generating Visual Diagrams skill](https://www.remoteopenclaw.com/skills/forcedotcom/sf-skills/generating-visual-diagrams/badges/score.svg)](https://www.remoteopenclaw.com/skills/forcedotcom/sf-skills/generating-visual-diagrams)

HTML

<a href="https://www.remoteopenclaw.com/skills/forcedotcom/sf-skills/generating-visual-diagrams"><img src="https://www.remoteopenclaw.com/skills/forcedotcom/sf-skills/generating-visual-diagrams/badges/score.svg" alt="Generating Visual Diagrams skill"/></a>

Generating Visual Diagrams FAQ

How do I install the Generating Visual Diagrams skill?

Run “npx skills add https://github.com/forcedotcom/sf-skills --skill generating-visual-diagrams” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

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. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Generating Visual Diagrams skill free?

Yes. Generating Visual Diagrams is a free, open-source skill published from forcedotcom/sf-skills. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Generating Visual Diagrams work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Generating Visual Diagrams works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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