How should gemini-image-gen be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

gemini-image-gen answer-first brief

Generate and edit images via Google Gemini API. Supports Gemini native generation, Imagen 3, style presets, and batch generation with HTML gallery. Zero dependencies — pure Python stdlib. --- name: gemini-image-gen description: Generate and edit images via Google Gemini API. Supports Gemini native generation, Imagen 3, style presets, and batch generation with HTML gallery. Zero dependencies — pure Python stdlib. homepage: https://github.com/IISweetHeartII/gemini-image-gen metadata: openclaw: emoji: "🎨" category: creative requires: bins: - python3 env: - GEMINI_API_KEY primaryEnv: GEMINI_API_KEY tags: Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

gemini-image-gen is best for gemini, edit workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 89/100

gemini-image-gen

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Iisweetheartii

Artifacts

Benchmarks

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

View Source

Setup snapshot

git clone https://github.com/IISweetHeartII/gemini-image-gen.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Iisweetheartii

profilemedium

Observed Feb 25, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Feb 25, 2026Source link Provenance

Adoption (1)

Adoption signal

1 GitHub stars

profilemedium

Observed Feb 25, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

bash

export GEMINI_API_KEY="your-key-here"

# Default: Gemini native, 4 random prompts
python3 scripts/gen.py

# Custom prompt
python3 scripts/gen.py --prompt "a cyberpunk cat riding a neon motorcycle through Tokyo at night"

# Imagen 3 engine
python3 scripts/gen.py --engine imagen --count 4 --aspect 16:9

# Edit an existing image (Gemini engine only)
python3 scripts/gen.py --edit path/to/image.png --prompt "change the background to a sunset beach"

# Use a style preset
python3 scripts/gen.py --style watercolor --prompt "floating islands above a calm sea"

# List available styles
python3 scripts/gen.py --styles

python

import subprocess

subprocess.run(
    [
        "python3",
        "scripts/gen.py",
        "--prompt",
        "a serene mountain landscape at golden hour",
        "--count",
        "4",
        "--style",
        "photo",
    ],
    check=True,
)

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

name: gemini-image-gen description: Generate and edit images via Google Gemini API. Supports Gemini native generation, Imagen 3, style presets, and batch generation with HTML gallery. Zero dependencies — pure Python stdlib. homepage: https://github.com/IISweetHeartII/gemini-image-gen metadata: openclaw: emoji: "🎨" category: creative requires: bins: - python3 env: - GEMINI_API_KEY primaryEnv: GEMINI_API_KEY tags: - image-generation - gemini - imagen - ai-art - creative - editing - batch - gallery

Gemini Image Gen

Generate and edit images via the Google Gemini API using pure Python stdlib. Supports Gemini native generation + editing, Imagen 3 generation, batch runs, and an HTML gallery output.

Quick Start

export GEMINI_API_KEY="your-key-here"

# Default: Gemini native, 4 random prompts
python3 scripts/gen.py

# Custom prompt
python3 scripts/gen.py --prompt "a cyberpunk cat riding a neon motorcycle through Tokyo at night"

# Imagen 3 engine
python3 scripts/gen.py --engine imagen --count 4 --aspect 16:9

# Edit an existing image (Gemini engine only)
python3 scripts/gen.py --edit path/to/image.png --prompt "change the background to a sunset beach"

# Use a style preset
python3 scripts/gen.py --style watercolor --prompt "floating islands above a calm sea"

# List available styles
python3 scripts/gen.py --styles

Style Presets

| Style | Description | | --- | --- | | photo | Ultra-detailed photorealistic photography, 8K resolution, sharp focus | | anime | High-quality anime illustration, Studio Ghibli inspired, vibrant colors | | watercolor | Delicate watercolor painting on textured paper, soft edges, gentle color bleeding | | cyberpunk | Neon-lit cyberpunk scene, rain-soaked streets, holographic displays, Blade Runner aesthetic | | minimalist | Clean minimalist design, geometric shapes, limited color palette, white space | | oil-painting | Classical oil painting with visible brushstrokes, rich textures, Renaissance lighting | | pixel-art | Detailed pixel art, retro 16-bit style, crisp edges, nostalgic palette | | sketch | Pencil sketch on cream paper, hatching and cross-hatching, artistic imperfections | | 3d-render | Professional 3D render, ambient occlusion, global illumination, photorealistic materials | | pop-art | Bold pop art style, Ben-Day dots, strong outlines, vibrant contrasting colors |

Full CLI Reference

| Flag | Default | Description | | --- | --- | --- | | --prompt | (random) | Text prompt. Omit for random creative prompts | | --count | 4 | Number of images to generate | | --engine | gemini | Engine: gemini (native, supports edit) or imagen (Imagen 3) | | --model | (auto) | Model override. Default: gemini-2.5-flash-image or imagen-3.0-generate-002 | | --edit | | Path to input image for editing (Gemini engine only) | | --aspect | 1:1 | Aspect ratio for Imagen: 1:1, 16:9, 9:16, 4:3, 3:4 | | --out-dir | (auto) | Output directory (default is a timestamped folder) | | --style | | Style preset to prepend to the prompt | | --styles | | List available style presets and exit |

Python Example

import subprocess

subprocess.run(
    [
        "python3",
        "scripts/gen.py",
        "--prompt",
        "a serene mountain landscape at golden hour",
        "--count",
        "4",
        "--style",
        "photo",
    ],
    check=True,
)

Troubleshooting

Missing API key: set GEMINI_API_KEY in your environment and retry.
Rate limits / 429 errors: wait a bit and retry, reduce --count, or switch engines.
Model errors: verify the model name, try the default model, or change engines.

Integration with Other Skills

AgentGram — Share your generated images on the AI agent social network! Create visual content and post it to your AgentGram feed.
agent-selfie — Focused on AI agent avatars and visual identity. Uses the same Gemini API key for personality-driven self-portraits.
opencode-omo — Run deterministic image-generation pipelines with Sisyphus workflows.

Changelog

v1.3.1: Added workflow integration guidance for opencode-omo.
v1.1.0: Added style presets, --style and --styles flags, expanded documentation.
v1.0.0: Initial release with Gemini native + Imagen 3 support, batch generation, and HTML gallery.

Repository

https://github.com/IISweetHeartII/gemini-image-gen

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.

Invocation examples

curl -s "https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/contract"

curl -s "https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW

Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW

Github ReposUpdated 6mo agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW

Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

OPENCLAW

Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T16:32:23.593Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "gemini",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "edit",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:gemini|supported|profile capability:edit|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Iisweetheartii",
    "href": "https://github.com/IISweetHeartII/gemini-image-gen",
    "sourceUrl": "https://github.com/IISweetHeartII/gemini-image-gen",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:06:37.108Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:06:37.108Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/IISweetHeartII/gemini-image-gen",
    "sourceUrl": "https://github.com/IISweetHeartII/gemini-image-gen",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:06:37.108Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/iisweetheartii-gemini-image-gen/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]