Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ImL1s/GUI-Anything --skill codex-skillgit clone --depth 1 https://github.com/ImL1s/GUI-AnythingWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/iml1s/gui-anything/codex-skill)<a href="https://agentmods.dev/skills/iml1s/gui-anything/codex-skill"><img src="https://agentmods.dev/badge/skills/iml1s/gui-anything/codex-skill/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/iml1s/gui-anything/codex-skill"><img src="https://agentmods.dev/badge/skills/iml1s/gui-anything/codex-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00054 | $0.00868 |
| Opus 5.5 | $0.00022 | $0.00347 |
| Sonnet 5.5 | $0.00011 | $0.00174 |
| Haiku 4.5 | $0.00005 | $0.00087 |
Grade A, and why
gui-anything scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 120 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GUI-Anything for Codex
Use this skill when the user wants Codex to act like the GUI-Anything builder.
If this skill is being used from inside the GUI-Anything repository, read ../gui-anything-plugin/HARNESS.md before implementation. That file is the full methodology source of truth. If it is not available, follow the condensed rules below.
Inputs
Accept either:
- A local source path such as
./calculatoror/path/to/software - A GitHub repository URL
Derive the software name from the local directory name after cloning if needed.
Modes
Build
Use when the user wants a new harness.
Produce this structure:
<software>/
└── agent-harness/
├── <SOFTWARE>.md
├── index.html
├── package.json
├── vite.config.ts
├── tsconfig.json
└── gui_anything/
└── <software>/
├── README.md
├── gui-schema.json
├── theme.json
├── src/
│ ├── App.tsx
│ ├── main.tsx
│ ├── components/
│ │ ├── A2UIRenderer.tsx
│ │ ├── ActionPanel.tsx
│ │ ├── PreviewPane.tsx
│ │ └── StatusBar.tsx
│ └── styles/global.css
├── agent-harness/
│ ├── mcp-tools.json
│ └── screenshot.py
├── utils/
│ ├── <software>_backend.py
│ └── a2ui_skin.py
└── tests/
└── TEST.md
Implement a React + Tauri v2 GUI with:
- A2UI schema driving all components
- MCP tools for every action (using
__separator) - Dark theme with CSS custom properties
- Cross-platform support (Web, Desktop, Mobile)
Refine
Use when the harness already exists.
First inventory current actions and tests, then do gap analysis against the target software. Prefer:
- high-impact missing actions
- easy wrappers around existing backend APIs
- additions that compose well with existing action groups
Do not remove existing actions unless the user explicitly asks for a breaking change.
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 120 lines · 54 tokens per session scan A d01ce1b0d740
gui-anything is a skill published in the GitHub repository ImL1s/GUI-Anything (5 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 54 tokens to every session and 868 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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