Home / Skills / advanced-evaluation
advanced-evaluation
muratcankoylan/Agent-Skills-for-Context-EngineeringSkill
This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration, evaluator bias mitigation, confidence scoring, and automated quality assessment.
Why this score
This repo hosts 10 skills, so its 18,174 stars are split between them (about 1,817 each) for scoring.
Popularity score: 82/100 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 20, 2026 at commit 9ff0c99108b3, 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 oneadvanced-evaluation muratcankoylan/Agent-Skills-for-Context-Engineering · Skill | 82 | ★ 18k | ≈59 always | 24d ago |
| run-evaluation allenai/vla-evaluation-harness · Skill Same job: ai engineering | 72 | ★ 650 | ≈34 always | 20d ago |
| agent-evaluation bojieli/ai-agent-book · Skill Both about evaluation and rubric | 88 | ★ 55k | ≈52 always | 27d ago |
| nat-evaluation NVIDIA/NeMo-Agent-Toolkit · Skill Same job: ai engineering | 75 | ★ 2.7k | ≈51 always | 17d ago |
| design-evaluation SeanJ1ang/design-judge-skills · Skill Both about evaluation and confidence | 64 | ★ 712 | ≈152 always | 2mo ago |
| agent-self-evaluation affaan-m/ECC · Skill Both about evaluation | 96 | ★ 284k | ≈71 always | 16d ago |