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SKILL verified MIT Self-run

Image Generate

skill-m-binimran-design-pack-image-generate · by m-binimran

Generate images with an AI connector (Nano Banana / Gemini, Higgsfield Soul, or Firefly) using a strong prompt framework, the right model, aspect ratio, and iteration. Use when creating original imagery, concepts, or hero art.

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Install

$ agentstack add skill-m-binimran-design-pack-image-generate

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
3mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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How agent discovery & health will work →
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About

image-generate

Pick the model, write a real prompt, generate, curate, iterate. Record the license.

Pick the connector/model

  • Nano Banana (Gemini): fast, multi-reference composition (up to 14), editing, up to 4K - great default.
  • Higgsfield Soul / Flux / Seedream: photoreal, character consistency, cinematic looks.
  • Adobe Firefly: when you need commercially-safe training + Adobe ecosystem.

(See mcp/CONNECTORS.md. If none is connected, say so - don't fake an image.)

Prompt framework

Subject + action + setting + style + composition + lighting + colour + mood + camera/lens + quality. State aspect ratio and any reference images. Be specific; vague prompts give generic output.

Process

  1. Generate a small set (2-4 variations). 2. Curate the strongest. 3. Iterate the prompt (fix hands/text/

artifacts, adjust comp/colour). 4. Upscale / set final aspect ratio. 5. Record model + license.

Output

  • The chosen image(s) from the connector (confirm they returned), the final prompt, and the model + license note.

Guardrails

  • Don't describe an image as generated unless the connector returned it (truth-telling + review-gate).
  • Record AI source + usage rights (the license-guard hook). Curate and fix - don't ship raw first output.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.