← Back to Skills Marketplace
Memorable Image Generator
by
kiwi-phantomworks
· GitHub ↗
· v1.0.1
· MIT-0
84
Downloads
0
Stars
0
Active Installs
2
Versions
Install in OpenClaw
/install memorable-image-gen
Description
Science-backed image generation agent that scores and optimizes images for memorability using ResMem (Brain Bridge Lab, University of Chicago) before returni...
Usage Guidance
This skill appears to do what it says: it sends prompts to Google Gemini and scores returned images locally with ResMem. Before installing, be aware that: (1) you must provide a GEMINI_API_KEY (the key will be sent to Google's API and is included in the request URL), so treat it like any API secret; (2) installing/resmem and torch can be large and may require a GPU or significant disk space; (3) ResMem is under a non-commercial license—confirm licensing if you plan commercial use; (4) generated prompts and images are transmitted to Google's service, so avoid sending sensitive or private image content. If these tradeoffs are acceptable, the skill's requirements and behavior are proportionate to its stated purpose.
Capability Analysis
Type: OpenClaw Skill
Name: memorable-image-gen
Version: 1.0.1
The skill bundle provides a legitimate utility for generating and optimizing images for memorability using the Google Gemini API and the ResMem research model. The Python script `scripts/generate_memorable_image.py` follows standard practices for API key management and image processing, and the instructions in `SKILL.md` are strictly aligned with the stated purpose without any evidence of malicious intent or prompt injection.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description, SKILL.md, and the included script all describe using Google Gemini for generation and ResMem for scoring. The single required env var (GEMINI_API_KEY) and the listed Python packages (resmem, torch, torchvision, pillow, requests) are appropriate for that purpose.
Instruction Scope
Runtime instructions and the script only perform image generation (HTTP POST to Google's generativelanguage endpoint), local memorability scoring (ResMem), temporary file handling, and writing the final image to the requested output path. The script reads the API key from CLI/env/config and does not access other system files or unrelated environment variables.
Install Mechanism
There is no automated install spec (instruction-only). The SKILL.md correctly instructs users to pip-install the listed Python packages. This is low-risk compared to arbitrary binary downloads; the dependency list (including torch) does imply heavy local installation but is expected for ResMem.
Credentials
Only GEMINI_API_KEY is requested. That key is necessary to call the Gemini API. No other credentials or secrets are required. (Minor metadata inconsistency: registry metadata showed Primary credential: none even though GEMINI_API_KEY is required, but this is an administrative bookkeeping mismatch rather than a functional incoherence.)
Persistence & Privilege
The skill does not request persistent or elevated platform privileges (always:false). It does not modify other skills or system-wide configs; it runs as a normal script when invoked.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install memorable-image-gen - After installation, invoke the skill by name or use
/memorable-image-gen - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Fix frontmatter format: single-line description, added metadata.openclaw block with required credentials (GEMINI_API_KEY, Python packages). Resolves ClawHub flag about missing config documentation.
v1.0.0
- Initial release of memorable-image-gen: a science-backed image generator that optimizes images for memorability using ResMem before returning results.
- Automatically iterates on image generation until a target memorability score is met (default threshold: 0.7).
- Enhances prompts with composition cues on each regeneration attempt to maximize memorability.
- CLI script provided with flexible options for prompt, output path, score threshold, and number of attempts.
- Comprehensive usage instructions, requirements, and memorability science references included.
Metadata
Frequently Asked Questions
What is Memorable Image Generator?
Science-backed image generation agent that scores and optimizes images for memorability using ResMem (Brain Bridge Lab, University of Chicago) before returni... It is an AI Agent Skill for Claude Code / OpenClaw, with 84 downloads so far.
How do I install Memorable Image Generator?
Run "/install memorable-image-gen" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Memorable Image Generator free?
Yes, Memorable Image Generator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Memorable Image Generator support?
Memorable Image Generator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Memorable Image Generator?
It is built and maintained by kiwi-phantomworks (@kiwi-phantomworks); the current version is v1.0.1.
More Skills