abcd-skill skillA
abcd-skill is agent-read markdown (skill) from cuhk-aim-group/neurodiscovery: Use this skill whenever the user wants an end-to-end workflow for the ABCD Study dataset, including controlled access through the NIH Brain Development Cohorts (NBDC) platform, BIDS organization, and multimodal processing of sMRI, fMRI, and dMRI. Triggers include: 'ABCD Study', 'ABCD data', 'process ABCD', 'ABCD fMRI', 'ABCD sMRI', 'ABCD diffusion', or any request to run the ABCD multimodal pipeline..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# ABCD Skill (Dataset-Orchestration Layer) ## Overview `abcd-skill` is the NeuroClaw orchestration skill for the **ABCD Study (Adolescent Brain Cognitive Development)** dataset. It coordinates a fixed three-phase workflow: 1. Obtain approved ABCD data from the NBDC Data Sharing Platform. 2. Prepare and validate BIDS-style data organization for downstream processing. 3. Delegate modality pipelines to `smri-skill`, `fmri-skill`, and `dwi-skill`. It also provides **phenotype extraction** and **QC integration** paths: - Extract and merge ABCD phenotype tables (mental health, cognition, substance use, etc.). - Generate per-subject QC summaries with exclusion lists. This skill follows NeuroClaw hierarchy: - Defines **WHAT to do**, not low-level implementation details. - Does **not** execute direct shell commands itself. - Delegates all execution via `claw-shell` to base/tool skills. **Research use only.** --- ## Download Stage (Mandatory First Step) ### Source Current ABCD data is distributed through the **NIH Brain Development Cohorts (NBDC) Data Sharing Platform**: - Access instructions: https://docs.abcdstudy.org/latest/usage/access.html …
Read the whole file at its exact version.
How to install
mdr add cuhk-aim-group/neurodiscovery/abcd-skill@git:20260825.f7533a2mdr add cuhk-aim-group/neurodiscovery/abcd-skill@sha256:23e53f25a0b7b27aPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_vedmgibvih5ichtn)
1 badge views in 30 days
Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260825.f7533a2 latest | 2026-08-25 | f7533a2 | 14,430 B | A | view · diff |
| git:20260505.e9ddd22 | 2026-05-05 | e9ddd22 | 13,509 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14430 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
cuhk-aim-group/neurodiscovery · 91 stars · license MIT · pushed 2026-09-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vedmgibvih5ichtn GET https://markdownregistry.com/api/v1/resolve?ref=cuhk-aim-group/neurodiscovery/abcd-skill GET https://markdownregistry.com/api/v1/blob/23e53f25a0b7b27a4020a7e3eb5c9b47af669891aab07472eefb96c3fb60f6b2
Your agent 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.