Agent Skills › ymx10086/ResearchClaw › experiment-tracker

experiment-tracker

GitHub

用于在 ResearchClaw 中记录实验参数、结果及笔记，支持查询过往运行记录和对比多个实验的运行数据与指标。

src/researchclaw/agents/skills/experiment_tracker/SKILL.md ymx10086/ResearchClaw

触发场景

用户想要记录实验参数或结果用户需要列出或比较历史实验运行

安装

npx skills add ymx10086/ResearchClaw --skill experiment-tracker -g -y

更多选项

非标准路径

npx skills add https://github.com/ymx10086/ResearchClaw/tree/main/src/researchclaw/agents/skills/experiment_tracker -g -y

不安装直接使用

npx skills use ymx10086/ResearchClaw@experiment-tracker

指定 Agent (Claude Code)

npx skills add ymx10086/ResearchClaw --skill experiment-tracker -a claude-code -g -y

安装 repo 全部 skill

npx skills add ymx10086/ResearchClaw --all -g -y

预览 repo 内 skill

npx skills add ymx10086/ResearchClaw --list

SKILL.md

Frontmatter

{
    "name": "experiment-tracker",
    "emoji": "🧪",
    "triggers": [
        "experiment",
        "ablation",
        "metrics",
        "compare runs"
    ],
    "description": "Log experiments, list past runs, and compare experiment metadata or metrics. Use when the user wants lightweight experiment tracking inside ResearchClaw."
}

Experiment Tracking

Use this skill when the user wants to record experiment parameters, results, notes, or compare multiple runs.

Tools

log_experiment: append a structured experiment record
list_experiments: filter and inspect previous runs
compare_experiments: compare selected runs side by side

Guidance

Normalize names, tags, and metric keys when the user provides loose wording.
Use log_experiment after the user shares a concrete run or result.
Use compare_experiments when the user explicitly asks for differences across runs.