spe-database-curation SKILL.md skillA

spe-database-curation from chuan-peng-lab/spe_database is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add chuan-peng-lab/spe_database/spe-database-curation@git:20261014.6973429

Pins git:20261014.6973429 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
chuan-peng-lab/spe_database
Path
.agents/skills/spe-database-curation/SKILL.md
Versions recorded
12
Latest version
git:20261014.6973429, committed Oct 14, 2026
First version recorded
Sep 25, 2026
Size
77,308 bytes
Repository stars
10
License
none declared

SPE Database curation conventions — 以 agent 工作流为中心:领域术语基准(SPE / self-matching.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

## 技能定位

SPE Database(self-matching task, Sui et al. 2012)整理与入库规则:root → study → experiment 三层,
每层带机器可读 JSON 元数据。本技能是 curation 规范,**规则正文自足**(文件命名/JSON schema/Identity
三级标准化/ACC 编码/列序模板 v2/Codebook/主索引字段语义/缺失三态/校验规则不依赖仓库级文档,可迁移
任何采用本布局的 SPE 风格数据库)。**仅本仓库适用的内容**(迁移他库时删除):工具路径与命令注记
(`2_Code/`、`1_Data/utils.R`、`read_dataset_inf.py`、`Rscript …validate_*.R`,细节在 tools.md);面向数据使用者的三层标准化简明说明见仓库内 `1_Data/README.md`(规则正文仍以本技能为准);
仓库集成收尾注记(PROJ_STATE.md 登记、AGENTS/README 计数、外置盘文件清理——正文在 AGENTS.md)。

**文件组成**:`SKILL.md`(本文件,工作流+核心规则+速查表,日常加载);`parsing-examples.md`
(原始数据解析与验证先例详细版,按格式分组,遇对应格式时按速查表读取);`tools.md`(工具端点与用法,少数任务才读)。

## 领域术语基准(domain terminology baseline — 落笔前先对齐)

> 角色约定:使用本技能的 agent 以**心理学/认知科学/认知神经科学/神经科学领域的数据分析专家
> (neuroinformatics / psychoinformatics)**身份工作(角色正文在仓库 `AGENTS.md` §0;迁移他库时自行定义)。
> **领域术语定义唯一归属本节**——写字段值、Codebook、JSON、报告前先与此对齐,禁止自造术语或自由文本变体。

本库收录**自我优先效应(self-prioritization effect, SPE)**研究:被试学习"形状 ↔ 身份标签"联结后完成
**自我匹配任务(self-matching task, Sui et al., 2012)**,判断呈现的 shape–label 对是否与所学联结一致
(matching vs mismatching/nonmatching);SPE = 自我关联刺激相对他人关联刺激的 RT/ACC 优势。术语按下列用法
(证据:本库 `REF/` 48 篇全文词频统计):
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add chuan-peng-lab/spe_database/spe-database-curation@sha256:d77b8699093aada6

The line at the top of this page pins the label git:20261014.6973429, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_fdxcf2dcnq75g4lw.svg)](https://markdownregistry.com/a/art_fdxcf2dcnq75g4lw)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 12 versions of this file, between Sep 25, 2026 and Oct 14, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20261014.6973429 latest2026-10-14 6973429 77,308 BA view · diff
git:20261014.0d0f6d02026-10-14 0d0f6d0 77,205 BA view · diff
git:20261013.7c609502026-10-13 7c60950 77,446 BA view · diff
git:20261012.bd50b4c2026-10-12 bd50b4c 76,114 BA view · diff
git:20261007.6bc437a2026-10-07 6bc437a 72,731 BA view · diff
git:20261006.2d3541e2026-10-06 2d3541e 71,275 BA view · diff
git:20261002.d40a5ca2026-10-02 d40a5ca 70,959 BA view · diff
git:20261002.3ca40362026-10-02 3ca4036 70,106 BA view · diff
git:20261002.0ec96632026-10-02 0ec9663 70,105 BA view · diff
git:20261001.b7ad7f92026-10-01 b7ad7f9 61,208 BA view · diff
git:20260925.c921a5e2026-09-25 c921a5e 60,022 BA view · diff
git:20260925.23e24da2026-09-25 23e24da 57,315 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (77308 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

chuan-peng-lab/spe_database · 10 stars · license none declared · pushed 2026-10-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fdxcf2dcnq75g4lw
GET https://markdownregistry.com/api/v1/resolve?ref=chuan-peng-lab/spe_database/spe-database-curation
GET https://markdownregistry.com/api/v1/blob/d77b8699093aada63ca84cbed9a5d530f2f79ff8ba79471d6b9f024a4a2f4073

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from chuan-peng-lab/spe_database

AGENTS.md AGENTS.md file
chuan-peng-lab/spe_database · AGENTS.md
git:20261014.6973429 · audit A · 10 stars

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