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 thienanblog/awesome-ai-agent-skills --skill office-web-ui-systemgit clone --depth 1 https://github.com/thienanblog/awesome-ai-agent-skillsWrote 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/thienanblog/awesome-ai-agent-skills/office-web-ui-system)<a href="https://agentmods.dev/skills/thienanblog/awesome-ai-agent-skills/office-web-ui-system"><img src="https://agentmods.dev/badge/skills/thienanblog/awesome-ai-agent-skills/office-web-ui-system/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/thienanblog/awesome-ai-agent-skills/office-web-ui-system"><img src="https://agentmods.dev/badge/skills/thienanblog/awesome-ai-agent-skills/office-web-ui-system.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00082 | $0.02427 |
| Opus 5 | $0.00041 | $0.01213 |
| Sonnet 5 | $0.00016 | $0.00485 |
| Haiku 4.5 | $0.00008 | $0.00243 |
Grade A, and why
office-web-ui-system 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 13d 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 — 257 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Office Web UI System
Overview
Use this skill to build or evolve dashboard-style management interfaces with office-style structure, strong visual hierarchy, and reusable composition while keeping the result portable across frameworks and component libraries.
Run this skill in the main conversation. Do not spawn subagents, agent teams, or delegated parallel workers unless the user explicitly approves the proposed count and scope after being told that doing so can increase usage. Ask again before expanding an approved scope.
Activate this skill only for admin dashboards, internal dashboards, back-office consoles, reporting systems, customer/user management systems, CRM/ERP-style management pages, or similarly operational products where users repeatedly scan, filter, compare, edit, approve, or manage records.
Do not activate this skill for general UI/UX polish, marketing pages, landing pages, portfolios, brand sites, editorial sites, ecommerce product pages, games, consumer app screens, or one-off visual redesigns unless the user explicitly says the work is for an admin, dashboard, internal tool, back-office, or management system.
This skill is written as the source of truth in SKILL.md so it can be reused across AI tools that support skills, prompt packs, or custom instructions. Tool-specific metadata should stay in adapter files only and must not change the core workflow.
Prioritize two outcomes at the same time:
- deliver a clear, high-density, professional interface
- make important UI regions easy for humans and AI agents to identify by name
This skill is not only for shells and navigation. It owns implementation when the management product needs a polished:
- admin dashboard or reporting page
- customer, user, order, content, ticket, or account management page
- CRUD/list page inside an admin or back-office system
- workspace/detail page for operational records
- form or wizard page for internal workflows
- stat card system tied to operational metrics
- filter/search/action region for managing records
- table-heavy admin page with stronger UI states
What ships with it
8 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.
- agents/openai.yaml 369 B
- references/component-recipes.md 8.8 KB
- references/framework-adaptation.md 5.6 KB
- references/locator-class-contract.md 3.0 KB
- references/navigation-and-panels.md 2.8 KB
- references/page-type-playbook.md 6.6 KB
- references/visual-language.md 6.1 KB
- scripts/scan_ui_locators.py 5.1 KB runs code
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.
- 13d ago First seen · 257 lines · 82 tokens per session scan A 93a7ca3fdc09
office-web-ui-system is a skill published in the GitHub repository thienanblog/awesome-ai-agent-skills (65 stars, last pushed 15d ago), licensed Apache-2.0. It adds 82 tokens to every session and 2,427 once invoked, about $0.0004 per session on Opus 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 2026-08-30.
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