meg-skill SKILL.md skillA
meg-skill from cuhk-aim-group/neurodiscovery is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add cuhk-aim-group/neurodiscovery/meg-skill@git:20260506.f8d0216Pins git:20260506.f8d0216 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cuhk-aim-group/neurodiscovery
- Path
skills/meg-skill/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260506.f8d0216, committed May 6, 2026
- Size
- 8,505 bytes
- Repository stars
- 93
- License
- MIT
Use this skill whenever the user wants to process MEG (magnetoencephalography) data including source localization, time-frequency analysis, connectivity analysis, sensor-level preprocessing, or MEG-specific feature extraction. Triggers include: 'MEG', 'MEG processing', 'MEG source localization', 'MEG connectivity', 'magnetoencephalography', 'beamformer', 'time-frequency', 'MEG preprocessing', or any request involving MEG data files (.fif, .con, .ds).
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
# MEG Skill (Modality Layer)
## Overview
`meg-skill` is the NeuroClaw **modality-layer** interface skill responsible for all MEG (magnetoencephalography) data processing tasks.
It strictly follows the NeuroClaw hierarchical design principles:
- This skill **only describes WHAT needs to be done** and **which tool skill to delegate to**.
- It contains **no implementation code or concrete commands**.
- All concrete execution is delegated to MNE-Python (via `claw-shell`) and companion scripts.
- Companion scripts in `scripts/` provide reference implementations for time-frequency analysis and source localization.
**Core workflow (never bypassed):**
1. Identify input MEG data format (.fif Elekta/Neuromag, .ds CTF, .con KIT/Yokogawa).
2. Ensure T1w structural MRI is available for source localization (via `smri-skill` if not yet processed).
3. Generate a **numbered execution plan** clearly stating WHAT needs to be done.
4. Present the full plan, estimated runtime, resource requirements, and risks to the user and wait for explicit confirmation ("YES" / "execute" / "proceed").
5. On confirmation, delegate every step via `claw-shell`.
…Read the whole file at its exact version.
How to install
mdr add cuhk-aim-group/neurodiscovery/meg-skill@sha256:78dc3685dd5f1e5bThe line at the top of this page pins the label git:20260506.f8d0216, 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.
[](https://markdownregistry.com/a/art_sofmtutcpcqlp5ix)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 6, 2026.
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 (8505 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 · 93 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sofmtutcpcqlp5ix GET https://markdownregistry.com/api/v1/resolve?ref=cuhk-aim-group/neurodiscovery/meg-skill GET https://markdownregistry.com/api/v1/blob/78dc3685dd5f1e5bad14b5ea2882f9ebabb55c416c1a1359a7db6648ea0cebfc
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.