Repository
ai-twinkle/Eval agent skills
- skills
- 2
- GitHub stars
- 117
GitHub description: “High-performance LLM evaluation framework with parallel API calls — up to 17× faster than sequential tools. Supports box, math, and logit-based evaluation.”
- Stars
- 117 (18 forks)
- Licence
- MIT
- Last push
- Sep 2026
- Created
- Mar 2025
- Homepage
- twinkleai.tw
- eval
- evaluation
- llm
Install all skills
npx skills add ai-twinkle/EvalAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in ai-twinkle/Eval, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Run Eval 用 Twinkle Eval 跑一次評測——建立 config.yaml、下載或指定資料集、驗證設定、執行並讀結果。當使用者說「跑 benchmark」「跑評測」「建 config」「evaluate 這個模型」「twinkle-eval 怎麼跑」「評測結果怎麼看」「為什麼分數是 0」時使用。涵蓋 15 種 evaluationmethod 的 config 差異、27 個內建可下載… | ai-twinkle/ | 117 | — | ~1.7k | Automated safety check: Pass | MIT | 23 days ago |
| 2 | 為 Twinkle Eval 新增一個評測 benchmark（IFEval、BFCL、RAGAS、Text2SQL、Vision MCQ 之類）。涵蓋 CLAUDE.md §6 的完整強制流程：先建 Milestone 與 6 個 Issue、準備 example dataset、實作 Extractor + Scorer 並註冊 PRESETS、與參考框架做分數與速度對比、撰寫… | ai-twinkle/ | 117 | — | ~1.8k | Automated safety check: Pass | MIT | 23 days ago |
Questions, answered from the data.
What is the best skill in ai-twinkle/Eval?
Run Eval from ai-twinkle/Eval ranks first of the 2 skills in ai-twinkle/Eval listed here, with the highest score: its repository has 117 GitHub stars, its SKILL.md loads about 1.7k tokens and it passes the automated safety check with no findings. Next come Add Benchmark.
Are the skills in ai-twinkle/Eval official?
None yet. All 2 skills in ai-twinkle/Eval listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from ai-twinkle/Eval?
Run npx skills add ai-twinkle/Eval in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.