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 tobihagemann/turbo --skill user-experiencegit clone --depth 1 https://github.com/tobihagemann/turboWrote 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/tobihagemann/turbo/user-experience)<a href="https://agentmods.dev/skills/tobihagemann/turbo/user-experience"><img src="https://agentmods.dev/badge/skills/tobihagemann/turbo/user-experience/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/tobihagemann/turbo/user-experience"><img src="https://agentmods.dev/badge/skills/tobihagemann/turbo/user-experience.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 | $0.00046 | $0.00490 |
| Opus 5.5 | $0.00018 | $0.00196 |
| Sonnet 5.5 | $0.00009 | $0.00098 |
| Haiku 4.5 | $0.00005 | $0.00049 |
Grade A, and why
user-experience 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 3d 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 — 40 lines — stays where its author put it; the contents beside it link to each section on GitHub.
User Experience
Apply this lens to any user-facing change, both before committing to an approach and when judging a built experience. Keep the work anchored to what the user is trying to accomplish.
Lead with the user's goal rather than a list of surface fixes. A pile of small corrections ("relabel this", "move that") is a sign the underlying flow was never examined. Start from intent and work down to detail.
Scope: this lens covers whether a change serves the user and whether the path through it is coherent. Visual and aesthetic craft — typography, color, spacing, motion polish — is a separate concern and stays out of scope here.
Understanding
Establish what the user actually needs before shaping a solution.
- Name the user and the job they came to do.
- Separate the stated request from the goal behind it, and solve the goal.
- Ground claims about user needs in evidence (observed behavior, recurring reports, real usage). Flag a need that is assumed rather than known.
Bridging
Translate the need into the right solution rather than the first one that comes to mind.
- Check that the solution addresses the goal, not just the visible symptom.
- Weigh whether the change adds a step, a screen, or a concept the user must learn, and whether that cost is justified.
- Check whether an indicator or notice the change adds repeats what an existing surface already tells the user, and prefer relying on that surface.
- Prefer the path that removes work for the user over one that adds configuration or choices.
- Watch for solving a builder's convenience at the user's expense.
Flowing
Trace the path the user takes from end to end.
- Follow the full journey: how the user arrives, the change itself, and what happens after.
- Walk the unhappy paths in the running software when it can be run: empty states, seeded defaults, errors, interruptions, first-time versus returning use. Flag any of these judged from source alone.
- Confirm the user always knows what just happened and what to do next.
- Surface friction: redundant steps, dead ends, and points where the user must hold state in their head.
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.
- 3d ago Changed · -25 tokens per session 52149c9f2e46
- 1mo ago Changed · +1 lines 38dd8f5f1dae
- 2mo ago First seen · 39 lines · 71 tokens per session scan A e3a447545353
user-experience is a skill published in the GitHub repository tobihagemann/turbo (420 stars, last pushed today), licensed MIT. It adds 46 tokens to every session and 490 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 2026-09-03.
user-experience compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| user-experiencetobihagemann/turbo | Skill | 420 | today | MIT | A | 46 | Claude Code |
| customer-journey-mapmohitagw15856/pm-claude-skills | Skill | 1.5k | today | MIT | A | 86 | Claude Code, Codex |
| user-research-synthesismohitagw15856/pm-claude-skills | Skill | 1.5k | today | MIT | A | 114 | Claude Code, Codex |
| explorer-interface-briefmohitagw15856/pm-claude-skills | Skill | 1.5k | today | MIT | A | 97 | Claude Code |
| design-handoff-briefmohitagw15856/pm-claude-skills | Skill | 1.5k | today | MIT | A | 83 | Claude Code |
| architectural-programme-briefmohitagw15856/pm-claude-skills | Skill | 1.5k | today | MIT | A | 109 | Claude Code |
| architecture-client-presentationmohitagw15856/pm-claude-skills | Skill | 1.5k | today | MIT | A | 117 | Claude Code |