yogsoth-ai
yogsoth-ai/knowledge-acquisition
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/yogsoth-ai/knowledge-acquisition --skill protocol-element-extraction命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
SOTA Performance Baseline Campaign — 5 strategies for systematically collecting, standardizing, and analyzing performance data across methods. Produces standardized comparison tables, progress curves, and headroom analysis.
Assess systematic biases in the evidence body — publication bias, reporting bias, and selective outcome reporting. Budget: 40 studies, 40 effect sizes, 40 web searches.
Track evidence accumulation over time — cumulative meta-analysis protocol design. Budget: 40 studies, 40 effect sizes, 30 web searches.
基于 SOC 职业分类
正在显示 SKILL.md
| name | protocol-element-extraction |
| description | Extract evaluation protocol parameters from papers |
| execution | subagent |
| prompt | ./prompt.md |
| input | paper_content, benchmark_name |
| used-by | benchmark-archaeology |
Extract all evaluation protocol parameters from a paper's description of how it evaluated on a specific benchmark. Captures the implementation details that affect reproducibility.
Structured protocol specification with completeness assessment.