Open, local-first visual prompt archive with traceable prompt-image references and installable Agent Skills.
Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add NanmiCoder/open-image-prompts
Maintenance
fresh
Pushed today
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
49
74/100 quality · 76/100 trust
Coverage tags
Review notes
Permission surface may require sandboxing · Low GitHub adoption signal
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
49 GitHub stars
Repo activity
49 stars, 9 forks
Maintenance
Pushed today
License
MIT
Install
npx skills add NanmiCoder/open-image-prompts
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add NanmiCoder/open-image-promptsDo not use when
Alternative
164.0K stars
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Alternative
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npx skills@latest add emilkowalski/skills
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Alternative
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npx skills add anthropics/skills --skill canvas-design
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Install targets
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add NanmiCoder/open-image-promptsAgent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Resolve JSON
/api/agent/resolve?task=Use%20Open%20Image%20Prompts%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Open%20Image%20Prompts%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/nanmicoder-open-image-prompts/install
Agent should check
Copy prompt
Task: Use Open Image Prompts in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Open%20Image%20Prompts%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/nanmicoder-open-image-prompts/install
Install command: npx skills add NanmiCoder/open-image-prompts
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/nanmicoder-open-image-prompts/install
LLM text format
/api/skills/nanmicoder-open-image-prompts/install?format=text
Find alternatives
/api/skills/search?q=Open%20Image%20Prompts&limit=3
Agent prompt
Use Open Image Prompts for this task. Review https://www.openagentskill.com/api/skills/nanmicoder-open-image-prompts/install, then install with: npx skills add NanmiCoder/open-image-promptsRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/nanmicoder-open-image-prompts
LLM text
/api/registry/manifest/nanmicoder-open-image-prompts?format=text
Install alias
/api/registry/install/nanmicoder-open-image-prompts
Recommend
/api/registry/recommend?task=Use%20Open%20Image%20Prompts%20in%20an%20agent%20workflow&limit=3
Agent fit
GitHub automation
Use-case tags
Platforms
Python, Claude Code
Audit report
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
GitHub automation
Trust label
Strong shortlist
Install path
Command ready
Use when
Evidence
Review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
CHECK49 GitHub stars
Stars/forks activity
CHECK49 stars, 9 forks; issue activity unavailable in current metadata
Recent maintenance
PASSPushed today
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Create assets
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Workflow fit
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills in this category, ranked with the same readiness and quality signals.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term ("the bouncy thing when a popover opens" → Pop in; "the iOS rubber-band scroll" → Rubber-banding). Use when the user asks "what's it called when…", or describes a motion effect without knowing its name and wants the right word to prompt an AI or designer with. For naming an effect, not designing or building one.
Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
<p align="center"> <img src="./assets/readme/hero.svg" width="100%" alt="Open Image Prompts"> </p>
<p align="center"> <strong>English</strong> · <a href="./README.zh-CN.md">简体中文</a> </p>
# Open Image Prompts
An open, local-first visual prompt archive with two installable Agent Skills:
- `img-gen-taste` turns a rough brief into a clear art direction. - `img-gen-prompts` retrieves traceable prompt-image references and opens a local comparison gallery.
The public dataset contains **15,033 source prompts**, **25,216 images**, **29,388 translations**, **170,238 active v2 prompt labels**, and a closed taxonomy of **185 visual labels**. Labeling models, backfill tools, provider configuration, test runs, error logs, and other labeling-process records are not included.
Dataset assets ship through [GitHub Releases](https://github.com/NanmiCoder/open-image-prompts/releases) instead of Git LFS: the repository clone stays small, and `scripts/fetch_dataset.py` downloads the SQLite archive (~80 MB) plus optional monthly image packs (~4.3 GB total) with sha256 verification. See `data/dataset-manifest.json` for the exact asset list.
## One-click start
Install [Git](https://git-scm.com/downloads) and [Node.js](https://nodejs.org/) 20.19+ or 22.12+, then clone the repository:
```bash git clone https://github.com/NanmiCoder/open-image-prompts.git cd open-image-prompts ```
Start on macOS or Linux:
```bash ./start.sh ```
Start on Windows:
```bat start.bat ```
You can also double-click `start.bat` in File Explorer. The launcher installs [uv](https://docs.astral.sh/uv/) when needed, creates a compatible Python environment, downloads the dataset from GitHub Releases, installs the frontend packages, and starts both services. Open the local URL printed in the terminal. To skip the multi-gigabyte image packs (the gallery then falls back to original source URLs), set `OIP_FETCH_SKIP_IMAGES=1` before starting.
The first start expands the compressed SQLite archive into the igno
Frameworks & Tools
Decision snapshot
recent repository activity
Audit snapshot
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the audit before production use.
Growth loop
Scenario-led draft for Open Image Prompts, ready for a manual X post.
Creative agents need taste, but they also need a production surface they can actually operate. Open Image Prompts gives creative agents a more practical production workflow. 49 stars https://www.openagentskill.com/skills/nanmicoder-open-image-prompts?ref=x #AIAgents
Listing + install path for Open Image Prompts: https://www.openagentskill.com/skills/nanmicoder-open-image-prompts?ref=x Install: npx skills add NanmiCoder/open-image-prompts
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This community indexed listing is attributed to NanmiCoder but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/nanmicoder-open-image-prompts)
[](https://www.openagentskill.com/skills/nanmicoder-open-image-prompts)
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[](https://www.openagentskill.com/skills/nanmicoder-open-image-prompts)NanmiCoder
@nanmicoder
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