Loading the registry…
Score a design against accessibility, visual hierarchy, content, and state coverage heuristics. Use when a team asks for an AI design critique, a heuristic review, or a neutral evaluation of one or more design directions. Works with screenshots, Figma context, or any visual input.
Claude Skills are markdown + scripts loaded into Claude Code; scanned with the same pipeline.
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
5 critical findings reported by cisco-skill-scanner, agent-audit-kit, 4 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
Claude Skills install to a single target, no runtime picker.
nerlo install -- 'rh-uxd/ai-helpers (uxd-evaluate-design-heuristics)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'rh-uxd/ai-helpers (uxd-evaluate-design-heuristics)' ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
4 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v2.0.11
285 findings · 32.8s
v0.3.74
35 findings · 10.3s
v0.1.0
3 findings · 10.2s
v0.1.0
8 findings · 10.2s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.2s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.0s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 21, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 331 findings across every scanner that examined this package. 1 of 5 findings rated critical by their scanner was among the dismissals.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
10 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, HIDDEN_DATA_FILE, MANIFEST_MISSING_LICENSE and 1 more · Files: /repo/.github/SKILL.md, /repo/plugins/patternfly/pf-workshop/skills/pf-figma-diff/examples/SKILL.md, /repo/plugins/patternfly/pf-workshop/skills/pf-figma-diff/examples/.figma-sync-cache.json · reported by cisco-skill-scanner
2 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: AAK-AGENT-TRUST-002, AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/skill-evals.yml, .github/workflows/skillsaw.yml · reported by agent-audit-kit
1 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: opt.nerlo-rules.nerlo-install-run-bundled-artifact · Files: /repo/CLAUDE.md · reported by nerlo-install-instruction
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
100 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/uxd-workshop/skills/uxd-design-handoff/SKILL.md, /repo/plugins/uxd-workshop/skills/uxd-research-heuristic-eval/SKILL.md, /repo/plugins/uxd-workshop/skills/uxd-figma-read/SKILL.md and 97 more · reported by cisco-skill-scanner
45 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/plugins/uxd-workshop/SKILL.md, /repo/plugins/uxd-research/SKILL.md and 42 more · reported by cisco-skill-scanner
39 HIDDEN_DATA_FILE
Files: /repo/plugins/uxd-workshop/.cursor-plugin/plugin.json, /repo/plugins/uxd-research/.cursor-plugin/plugin.json, /repo/plugins/patternfly/.cursor-plugin/plugin.json and 16 more · reported by cisco-skill-scanner
24 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/plugins/patternfly/pf-workshop/skills/pf-css-var-scan/css-var-analyzer.js, /repo/plugins/patternfly/pf-workshop/skills/pf-css-var-scan/format-css-report.js, /repo/plugins/patternfly/pf-workshop/skills/pf-figma-diff/scripts/compare-tokens.js · reported by cisco-skill-scanner
19 AAK-MARKETPLACE-001
Critical command injection and data exfiltration risks identified.
The artifact contains code that permits command injection in `patternfly-check.js`. It also has multiple instances of potential data exfiltration via JavaScript file system access and network requests. Additionally, there are findings related to dynamic code execution and the exposure of secrets that could lead to network egress.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
19 FILE_MAGIC_MISMATCH
Files: /repo/plugins/uxd-workshop/skills/uxd-design-handoff/eval/cases/asks-for-design/answers.yaml, /repo/plugins/uxd-workshop/skills/uxd-design-handoff/eval/cases/generates-acceptance-criteria/answers.yaml, /repo/plugins/uxd-workshop/skills/uxd-design-handoff/eval/cases/state-enumeration/answers.yaml and 2 more · reported by cisco-skill-scanner
16 LOW_ANALYZABILITY
Files: /repo/plugins/patternfly/pf-react/skills/pf-import-check, /repo/plugins/patternfly/pf-react/skills/pf-test-gen, /repo/plugins/patternfly/pf-react/skills/pf-component-check/eval and 13 more · reported by cisco-skill-scanner
9 AAK-LEGAL-002
Files: plugins/patternfly/pf-migration/skills/pf-release-candidate-update/eval/cases/basic-rc-update/package.json, plugins/patternfly/pf-migration/skills/pf-release-candidate-update/eval/cases/pnpm-project/package.json, plugins/patternfly/pf-code-review/skills/pf-review/eval/cases/pf-testing-gap/package.json and 6 more · reported by agent-audit-kit
9 YARA_prompt_injection_unicode_steganography
Files: /repo/assets/browse-marketplace-desktop.gif, /repo/assets/install-plugins-terminal.gif · reported by cisco-skill-scanner
6 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/plugins/uxd-workshop/skills/uxd-prototype-create/scripts/fetch_jira.py · reported by cisco-skill-scanner
5 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/CONTRIBUTING.md, /repo/plugins/patternfly/pf-migration/skills/pf-release-candidate-update/SKILL.md, /repo/plugins/patternfly/pf-workshop/skills/pf-analytics-repo-pruning/SKILL.md and 1 more · reported by nerlo-install-instruction
4 COMMAND_INJECTION_EVAL
Files: /repo/plugins/patternfly/pf-design-audit/skills/pf-figma-check/scripts/patternfly-check.js · reported by cisco-skill-scanner
4 EXCESSIVE_FILE_COUNT
Files: /repo/plugins/uxd-workshop/., /repo/., /repo/plugins/patternfly/pf-react/. and 1 more · reported by cisco-skill-scanner
4 SECRET_PASSWORD_VAR
Files: /repo/plugins/patternfly/pf-workshop/skills/pf-analytics-repo-pruning/scripts/analytics-repo-pruning.sh · reported by cisco-skill-scanner
3 AAK-SECRET-004
Files: plugins/patternfly/pf-design-audit/skills/pf-figma-check/scripts/patternfly-check.js · reported by agent-audit-kit
3 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/plugins/uxd-workshop/skills/uxd-prototype-create/repo/plugins/uxd-workshop/skills/uxd-prototype-create/SKILL.md, /repo/repo/CHANGELOG.md, /repo/plugins/uxd-workshop/repo/plugins/uxd-workshop/README.md · reported by cisco-skill-scanner
2 AAK-HEALTHCARE-AI-004
Files: plugins/patternfly/pf-migration/skills/pf-release-candidate-update/SKILL.md, plugins/patternfly/pf-design-audit/skills/pf-ai-audit/SKILL.md · reported by agent-audit-kit
2 PIPELINE_TAINT_FLOW
Files: /repo/CONTRIBUTING-SKILLS.md, /repo/SKILL.md · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-dynamic-exec
Files: /repo/plugins/patternfly/pf-design-audit/skills/pf-figma-check/scripts/patternfly-check.js · reported by nerlo-behavioral
1 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/CONTRIBUTING-SKILLS.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/plugins/uxd-workshop/skills/uxd-prototype-publish/scripts/publish-github-pages.sh · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/plugins/patternfly/pf-design-audit/skills/pf-figma-check/scripts/patternfly-check.js · reported by nerlo-behavioral
1 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/plugins/uxd-workshop/skills/uxd-prototype-create/scripts/fetch_jira.py · reported by nerlo-behavioral
Showing 25 of 62; the rest are in the per-scanner reports above.