Experiment Log Standardizer

What it does

When your agent uses it

• Logging lab experiments from photos, voice notes or typed notes
• Archiving raw experiment material next to a structured log
• Tracking equipment use and anomalies in an Obsidian vault

Example prompts

• “Turn these photos and my voice transcript from today's furnace run into an experiment log.”
• “Read the files in ./raw/thermal and write a standardized log, and ask me about anything unclear.”
• “Log the CV test notes from ./lab-notes into Markdown and save it in my vault.”

Requirements

• Optionally the obsidian skill and a vault
• Optionally feishu-cli-integration, with a bot that has message and resource permissions

Workflow steps

8 steps, taken from the first numbered list in SKILL.md.

1. 1接收上传材料、读取本地文件，或从已配置的飞书群获取材料。
2. 2通过 vision_analyze 和文本解析提取结构化信息。
3. 3对缺失或模糊字段向用户确认，不猜测实验条件或结果。
4. 4确认输出方式和目标目录，生成实验 ID 与样品批次 ID。
5. 5写出 {OUTPUT_ROOT}/实验日志/{体系}/{类型}/{exp_id}.md。
6. 6将原始附件归档到 {OUTPUT_ROOT}/raw/experiments/YYYY.MM.DD_描述_EXPID/，并在日志中建立引用。
7. 7如启用索引模板，更新实验索引；发现异常时追加异常记录。
8. 8告知用户生成文件及原始材料的具体位置。

What it can do on your machine

Read from SKILL.md and the folder at commit e605b35. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  No scripts in the folder and no shell commands in SKILL.md.

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  Links to these hosts (documentation or services it may open):

  • obsidian.md
  • github.com

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Experiment Log Standardizer loads about 942 tokens when it runs, and up to ~2.4k if it reads all its reference files. Until then it costs about 26 tokens; SKILL.md has 222 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~26

When it runs · the whole SKILL.md, loaded when a task matches

~942

With references · SKILL.md plus every file in references/, read only if the agent opens them

~2.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Yuan1z0825/nature-skills at commit e605b35, republished under its MIT licence (© Yuan1z0825). 222 words, ~942 tokens.

name

nature-experiment-log

description

标准化实验日志记录——直接上传或读取本地图片、语音和文字，产出带 YAML frontmatter 的 Markdown；可选集成飞书 CLI 与 Obsidian。

license

MIT

metadata.author

Jiahao8595

/vault/
├── raw/experiments/                       ← 原始层（归档）
│   └── YYYY.MM.DD_描述_EXPID/
│       ├── 笔记.md
│       ├── 图片/
│       └── 语音/
│
wiki/实验日志/                              ← 标准层（产出）
├── 实验索引.md
├── 异常记录.md
├── {体系A}/
│   ├── 实验类型1/
│   ├── 实验类型2/
│   └── ...
├── {体系B}/
│   └── ...
└── 公共/
    └── 设备与试剂追踪.md

{体系代码}-{设备代码}-YYMMDD-{序号}
  │        │       │       └─ 当日序号（001 起）
  │        │       └─ 日期
  │        └─ 设备代码（M=马弗炉, T=管式炉, E=电化学, G=手套箱, F=可控气氛炉, B=通用）
  └─ 体系代码（自定义，如 CL / NO / OX / HY 等）

{体系代码}-{候选编号}-B{序号}
  │        │         └─ 配盐批次序号
  │        └─ 候选配方编号
  └─ 体系代码

© Yuan1z0825, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 10 other files (references) in skills/nature-experiment-log of Yuan1z0825/nature-skills.

• SKILL.md
• README.md
• README_EN.md
• agents/openai.yaml
• manifest.yaml
• references/example-electrochemical.md
• references/example-log.md
• references/example-thermal-stability.md
• templates/anomaly-log.md
• templates/equipment-tracking.md
• templates/experiment-index.md

Open the folder on GitHubat commit e605b35

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in Yuan1z0825/nature-skills, which our catalogue first saw on October 7, 2026.

• aiskillstore/marketplaceskills/yuan1z0825/nature-experiment-log
• Tai609/NebulaMatruntime/skills-bundle/nature-experiment-log