spe-database-curation

spe-database-curation is a skill for Claude Code, Codex from Chuan-Peng-Lab/SPE_Database. It costs 193 tokens per session (16,888 once invoked), scanned A, original, no licence file.

A set of conventions for curating an SPE database, including FAIR folder organization, metadata formats, naming rules, and identity standardization. FAIR means making research data findable, accessible, interoperable, and reusable.

In plain words
What is it for?
Creating paper and experiment metadata, naming files, standardizing identities from origin names to English and standardized forms, and authoring Codebook.xlsx files.
Why use it?
It gives researchers consistent ways to organize papers and experiments and to match related records.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/chuan-peng-lab/spe_database/spe-database-curation
Any agent
npx skills add Chuan-Peng-Lab/SPE_Database --skill spe-database-curation
Clone the repo
git clone --depth 1 https://github.com/Chuan-Peng-Lab/SPE_Database

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for spe-database-curation

README.md
[![agentmods](https://agentmods.dev/badge/skills/chuan-peng-lab/spe_database/spe-database-curation.svg)](https://agentmods.dev/skills/chuan-peng-lab/spe_database/spe-database-curation)
Your own site
<a href="https://agentmods.dev/skills/chuan-peng-lab/spe_database/spe-database-curation"><img src="https://agentmods.dev/badge/skills/chuan-peng-lab/spe_database/spe-database-curation.svg" alt="Measured on agentmods" height="20"></a>
Per session 193 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 16,888 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00193 $0.16888
Opus 5 $0.00097 $0.08444
Sonnet 5 $0.00039 $0.03378
Haiku 4.5 $0.00019 $0.01689

Measured today against content hash 721e661df1b0, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

spe-database-curation scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

1. **覆盖保护**:任何会写文件的命令(`curl -o`、shell 重定向 `>`、write 工具)执行前先 `ls -la`
.opencode/skills/spe-database-curation/SKILL.md · 584 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today Changed · +54 lines · +61 tokens per session 721e661df1b0
  2. 5d ago First seen · 530 lines · 132 tokens per session scan A 4164d309dd38

Subscribe to this mod's changes

spe-database-curation is a skill published in the GitHub repository Chuan-Peng-Lab/SPE_Database (10 stars, last pushed today), with no licence file. It adds 193 tokens to every session and 16,888 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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