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neuron-evaluation
Create and run AI evaluations with datasets, assertions, and output drivers in Neuron AI. Use this skill whenever the user mentions evaluation, testing AI systems, creating evaluators, dataset-driven testing, assertion-based validation, or wants to measure AI system performance. Also trigger for tasks involving evaluator discovery, output configuration, result analysis, building custom assertions, multi-turn conversation evaluation, agent trajectory testing, tool-call assertions, human-in-the-loop (approval flow) testing, or simulated user conversations.
Why this score
This repo hosts 10 skills, so its 2,148 stars are split between them (about 215 each) for scoring.
Popularity score: 72/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit 8138e4baee8a, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneneuron-evaluation neuron-core/neuron-ai · Skill | 72 | ★ 2.1k | ≈145 always | 19d ago |
| run-evaluation allenai/vla-evaluation-harness · Skill Both about evaluation and result | 72 | ★ 650 | ≈34 always | 20d ago |
| evaluation muratcankoylan/Agent-Skills-for-Context-Engineering · Skill Both about evaluation and building | 82 | ★ 18k | ≈62 always | 24d ago |
| nat-evaluation NVIDIA/NeMo-Agent-Toolkit · Skill Both about evaluation and evaluator | 75 | ★ 2.7k | ≈51 always | 17d ago |
| agent-self-evaluation affaan-m/ECC · Skill Both about evaluation and output | 96 | ★ 284k | ≈71 always | 16d ago |
| analyzing-offline-evaluations PostHog/ai-plugin · Skill Both about evaluation | 49 | ★ 93 | ≈26 always | 16d ago |