frontend-visual-qa SKILL.md skillA
frontend-visual-qa from jsonbored/metagraphed is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jsonbored/metagraphed/frontend-visual-qa@git:20260719.707d58bPins git:20260719.707d58b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jsonbored/metagraphed
- Path
.claude/skills/frontend-visual-qa/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260719.707d58b, committed Jul 19, 2026
- Size
- 9,514 bytes
- Repository stars
- 11
- License
- AGPL-3.0
Systematic visual QA sweep of the live metagraphed frontend (apps/ui, served at metagraph.sh) — actually browsing pages at real viewports and looking for defects only visible on inspection (crowding, overflow, truncation, misalignment), not catchable by reading code or trusting a PR's own screenshot table. Produces precise, root-caused GitHub issues a contributor's AI coding agent can act on correctly without needing design judgment of its own. Invoke for "run a visual QA sweep…
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
# Frontend visual QA ## Why this exists Contributors (and the AI agents/harnesses they point at gittensor issues) reliably miss defects that are only visible on actual inspection: a component's JSX can be "correct" — right data, right classes, right structure — and still crowd, overflow, or truncate illegibly at a real viewport width. The mandatory before/after screenshot table on every frontend PR exists precisely to catch this, but in practice it's rarely scrutinized carefully by either the contributor's own tooling or a casual human glance. This skill is the countermeasure: actually look, verify against source before concluding something is broken, and write up findings precisely enough that a contributor's AI agent has no room to misjudge "did I actually fix this." **The standard this session's sweep (2026-07-19) met, and the bar to keep meeting:** every finding was confirmed against source code (never filed on visual impression alone) and root-caused to an exact file/line where feasible — not just "this looks wrong" but "here is the exact CSS/component reason it's wrong." That rigor is what makes an issue usable by an agent that can't itself exercise design judgment. …
Read the whole file at its exact version.
How to install
mdr add jsonbored/metagraphed/frontend-visual-qa@sha256:24d67399074eca63The line at the top of this page pins the label git:20260719.707d58b, 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_66fjh7el46ocgn6s)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 19, 2026.
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 (9514 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
jsonbored/metagraphed · 11 stars · license AGPL-3.0 · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_66fjh7el46ocgn6s GET https://markdownregistry.com/api/v1/resolve?ref=jsonbored/metagraphed/frontend-visual-qa GET https://markdownregistry.com/api/v1/blob/24d67399074eca63b94ee6673639d65d55290bc1603a8e2454df1e0b8c8dc75e
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.
More from jsonbored/metagraphed
Every file in jsonbored/metagraphed