user-experience SKILL.md skillA
user-experience from tobihagemann/turbo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tobihagemann/turbo/user-experience@git:20261003.3b20b20Pins git:20261003.3b20b20 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tobihagemann/turbo
- Path
codex/skills/user-experience/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261003.3b20b20, committed Oct 3, 2026
- First version recorded
- Jun 17, 2026
- Size
- 2,512 bytes
- Repository stars
- 418
- License
- MIT
Apply a UX lens to a user-facing change: whether it serves the user's real goal and whether the path through it holds together, using the Understanding, Bridging, and Flowing contexts. Use when scoping, planning, or assessing any change that affects what a user sees or does. Loaded as a lens during planning and assessment.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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.
…Read the whole file at its exact version.
How to install
mdr add tobihagemann/turbo/user-experience@sha256:38dd8f5f1daec570The line at the top of this page pins the label git:20261003.3b20b20, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_o4yuhpcblb3td4ow)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jun 17, 2026 and Oct 3, 2026, about one every 54 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261003.3b20b20 latest | 2026-10-03 | 3b20b20 | 2,512 B | A | view · diff |
| git:20260726.0719bc5 | 2026-07-26 | 0719bc5 | 2,364 B | A | view · diff |
| git:20260617.e9796bc | 2026-06-17 | e9796bc | 2,260 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2512 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
tobihagemann/turbo · 418 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_o4yuhpcblb3td4ow GET https://markdownregistry.com/api/v1/resolve?ref=tobihagemann/turbo/user-experience GET https://markdownregistry.com/api/v1/blob/38dd8f5f1daec5709179e7d6c6fe92c40f3c43e573adf22898755a3a118bde91
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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