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Define an evaluation suite for an AI agent or prompt before shipping — success criteria, test cases (happy, edge, adversarial), a scoring rubric, and a regression set. Use when the user says "how do I test my agent", "eval my prompt", "is this prompt good enough", "measure agent quality", or is about to ship an LLM feature without a way to know if a change made it better or worse.
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.
2 critical findings reported by cisco-skill-scanner. 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 -- 'malloythedev/awesomeplugin (agent-eval)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'malloythedev/awesomeplugin (agent-eval)' ~/.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
109 findings · 8.2s
v0.3.74
15 findings · 1.6s
v0.1.0
0 findings · 3.0s
v0.1.0
0 findings · 3.0s
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 · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 0.9s
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 20, 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 124 findings across every scanner that examined this package. None of the 2 findings rated critical by their scanner were dismissed.
Not reviewed is not the same as clean. Those 124 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.
124 The review call did not complete.
Rules: COMMAND_INJECTION_JS_CHILD_PROCESS, YARA_prompt_injection_generic, AAK-MARKETPLACE-001 and 11 more · Files: /repo/scripts/detect-releases.mjs, /repo/plugins/agentkit/agents/SKILL.md, .claude-plugin/marketplace.json and 87 more · reported by cisco-skill-scanner, agent-audit-kit
No summary was published. A summary was drafted and rejected: it pitched the concern lower than our own count of what is left standing allows.