Agent Skills › ymx10086/ResearchClaw › experiment-tracker

experiment-tracker

GitHub

提供轻量级实验追踪功能，支持记录实验参数、结果及笔记，列出历史运行并对比多次运行的元数据或指标差异。

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

Trigger Scenarios

用户想要记录实验参数和结果用户需要比较不同实验运行的差异

Install

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

More Options

Non-standard path

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

Use without installing

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.