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 memi-design/memi --skill audit-frontend-designgit clone --depth 1 https://github.com/memi-design/memiWrote 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/memi-design/memi/audit-frontend-design)<a href="https://agentmods.dev/skills/memi-design/memi/audit-frontend-design"><img src="https://agentmods.dev/badge/skills/memi-design/memi/audit-frontend-design/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/memi-design/memi/audit-frontend-design"><img src="https://agentmods.dev/badge/skills/memi-design/memi/audit-frontend-design.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 | $0.00503 |
| Opus 5.5 | $0.00018 | $0.00201 |
| Sonnet 5.5 | $0.00009 | $0.00101 |
| Haiku 4.5 | $0.00005 | $0.00050 |
Grade A, and why
audit-frontend-design 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 1mo 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.
What it actually says
Audit Frontend Design
Audit the real source tree before proposing UI changes. Memi's checks are deterministic and file-anchored; no Figma connection or background process is required.
This workflow targets published beta 2.8.0-beta.2. Use npx -y @memi-design/[email protected] --version to verify the exact package; a local memi must report that same version before these recipes run. The independent stable compatibility baseline is 2.7.9. See current release state and known limitations. npm availability alone does not establish native-binary success.
Run The Audit
From the repository root:
memi diagnose . --json --no-write --fail-on none
For UX behavior and visual craft detail, run only the relevant follow-up:
memi ux audit . --json --no-write
memi craft audit . --json --no-write
A supplied screenshot is context, not proof that Memi performed pixel analysis. Use the harness browser or image tools for actual rendered checks. Use memi diagnose . --receipt-only --fail-on none when the output must exclude source content.
Workflow
- Read repository instructions and identify the requested route or component.
- Run
diagnosebefore broad UI edits. - Group findings by user impact, not by checker name.
- Verify each proposed fix against the cited file and local design tokens.
- Implement only fixes relevant to the user's request.
- Re-run the same command and report assessed quality, category coverage, scan omissions, and remaining findings.
Output
Lead with actionable findings:
| Priority | Evidence | Change |
|---|---|---|
| High | path/to/file.tsx:line and rule id |
Specific code-level fix |
Include the command run, before/after score, files changed, and unresolved risks. Never replace source evidence with generic taste advice.
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.
- 1mo ago Changed · +2 lines d4193ec959b0
- 1mo ago First seen · 45 lines · 46 tokens per session scan A 2f80fd10c5ba
audit-frontend-design is a skill published in the GitHub repository memi-design/memi (49 stars, last pushed 2d ago), licensed MIT. It adds 46 tokens to every session and 503 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 2026-08-30.
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