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SPE_Database: Skill for Claude Code

.agents/skills/spe-database-curation/SKILL.md

spe-database-curation is a skill for Claude Code, Codex from Chuan-Peng-Lab/SPE_Database. It costs 237 tokens per session (23,373 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

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing. Also seen: installed under .agents/ (shared by several agents).

This is Chuan-Peng-Lab/SPE_Database's own configuration. It tells Claude Code and Codex how to work on SPE_Database itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything SPE_Database configures →

not rated 10repo changed 25d ago A scan 237 tokens no licence
View source ↗ Chuan-Peng-Lab/SPE_Database
Reuse

Borrowing it

Nothing to install: this file belongs to Chuan-Peng-Lab/SPE_Database. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Chuan-Peng-Lab/SPE_Database/main/.agents/skills/spe-database-curation/SKILL.md
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/github.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/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for spe-database-curation

Your own site · 80×15
<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="Reviewed on agentmods" width="80" height="20"></a>
Per session 237 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 23,373 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00237 $0.23373
Opus 5.5 $0.00095 $0.09349
Sonnet 5.5 $0.00047 $0.04675
Haiku 4.5 $0.00024 $0.02337

Measured 25d ago against content hash d77b8699093a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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 25d ago.

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`
.agents/skills/spe-database-curation/SKILL.md · 773 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. 25d ago Changed · -3 lines d77b8699093a
  2. 26d ago Changed · +9 lines efa7d7a96471
  3. 28d ago Changed · +24 lines 8d827dfa55f6
  4. 1mo ago Changed · +13 lines 199df3c2cc85
  5. 1mo ago Changed · +3 lines 6ec03532bd7d
  6. 1mo ago Changed · +98 lines · +44 tokens per session 8284eec02483
  7. 1mo ago Changed · +11 lines 2532d3b6b688
  8. 1mo ago Changed · +34 lines 0dd1a44a3875
  9. 2mo ago Changed · +54 lines · +61 tokens per session 721e661df1b0
  10. 2mo 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 26d ago), with no licence file. It adds 237 tokens to every session and 23,373 once invoked, about $0.0009 per session on Opus 5.5. 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.

DatabasesScientific
Related

spe-database-curation compared with skills from other repositories

spe-database-curation next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
spe-database-curationChuan-Peng-Lab/SPE_DatabaseSkill1026d agononeA237Claude Code, Codex
tiledbvcfK-Dense-AI/scientific-agent-skillsSkill56k7d agoMITA62Claude Code, Codex
lamindbK-Dense-AI/scientific-agent-skillsSkill56k7d agoMITA58Claude Code, Codex
defining-cohort-phenotypesmaziyarpanahi/openmedSkill5.8kyesterdayApache-2.0A191Claude Code
benchling-integrationsynthetic-sciences/openscienceSkill4.4kyesterdayApache-2.0A44Claude Code, Codex
chembl-databasegoogle-deepmind/science-skillsSkill3.4k17d agoApache-2.0A53Claude Code, Codex
geospatial-data-pipelinecuriositech/some_claude_skillsSkill2633d agoMITA89Claude Code