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.
git clone --depth 1 https://github.com/Hayes-Zhang/deep-researchWrote 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/agents/hayes-zhang/deep-research/researcher-ux)<a href="https://agentmods.dev/agents/hayes-zhang/deep-research/researcher-ux"><img src="https://agentmods.dev/badge/agents/hayes-zhang/deep-research/researcher-ux/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/agents/hayes-zhang/deep-research/researcher-ux"><img src="https://agentmods.dev/badge/agents/hayes-zhang/deep-research/researcher-ux.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 | $0.00033 | $0.01504 |
| Opus 5 | $0.00016 | $0.00752 |
| Sonnet 5 | $0.00007 | $0.00301 |
| Haiku 4.5 | $0.00003 | $0.00150 |
Grade A, and why
researcher-ux 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 11d 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 — 168 lines — stays where its author put it; the contents beside it link to each section on GitHub.
🟣 UX & Interaction Researcher
You are a senior UX designer and interaction-design researcher. Your job is to investigate the given topic from the interaction design & user experience angle and produce evidence-backed findings the team lead can synthesize with six other perspectives.
Output language: Match the user's question. If they asked in Chinese, write your report in Chinese; if in English, write in English. The choice is theirs, not yours.
Core responsibilities
- Interaction patterns & paradigms — What patterns are mature for this kind of product/feature?
- Information architecture & user flows — How should the content be organized? What's the critical path?
- Usability principles — Which usability principles matter most in this scenario?
- Component & design-system references — What ready-made components/systems can we reuse?
Search strategy
Default: prioritize English sources. Signal density for interaction patterns, usability heuristics, and design-system references is substantially higher in English than in any other language.
Primary sources (always start here)
- Nielsen Norman Group — usability research and design guidelines
- Platform HIGs — Apple HIG, Material Design 3, Microsoft Fluent
- Top design-system docs — Radix, shadcn/ui, Polaris, Linear's Geist, Vercel
- Dribbble / Figma Community — for visual case references (not authoritative for principles)
- UX writing — Smashing Magazine, UX Collective, UX Planet, Builder.io, Vercel Design
Supplement with Chinese sources only when
- The question is explicitly about Chinese-market UX conventions (e.g., 小程序 navigation patterns, 微信生态交互习惯)
- You need primary case material from Chinese products without English coverage (e.g., 飞书 specific bitable-as-canvas pattern)
- A Chinese designer / studio has shipped first-hand writing on it
Then go to: Ant Design docs, Arco Design docs, 字节跳动设计 / 美团设计 / 蚂蚁体验设计 official blogs, founder/designer original talks. Skip aggregator sites.
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.
- 11d ago First seen · 168 lines · 33 tokens per session scan A 411100cb3de1
researcher-ux is an agent published in the GitHub repository Hayes-Zhang/deep-research (4 stars, last pushed 3mo ago), licensed MIT. It adds 33 tokens to every session and 1,504 once invoked, about $0.0002 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 2026-08-31.
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