Home / cuhk-aim-group / neurodiscovery · skills/conda-env-manager/SKILL.md · GitHub

conda-env-manager skillA

conda-env-manager is agent-read markdown (skill) from cuhk-aim-group/neurodiscovery: Use this skill whenever the user wants to create, activate, list, export, update, clone, remove, or otherwise manage conda environments, or when a deep-learning / model skill requires a clean, isolated conda environment (e.g. 'create conda env for torch 2.3 cuda', 'export current env to yml', 'list all my conda envs', 'update packages in neuroclaw-dl', 'remove old env', 'clone env for reproducibility', 'install pytorch in new env'). Triggers include: 'conda create', 'conda env', 'make new enviro.

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

# Conda Environment Manager (Tool Layer)

## Overview

Conda is the backbone for reproducible, cross-platform environments in NeuroClaw — especially for CUDA-dependent deep learning stacks (PyTorch, TensorFlow, MONAI, nnU-Net), neuroimaging tools (ANTs, FSL wrappers, nipype), and scientific computing packages.

This skill acts as the **interface-layer orchestrator** for all common conda operations, preventing accidental modification of the base environment, reducing version conflicts, and enforcing best practices (isolated environments per project, environment.yml for reproducibility, explicit version pinning, dry-run previews).

**Strict workflow (never skipped):**
1. Parse user intent from the request or context (create / export / update / remove / clone / list / activate guidance).
2. Detect current conda setup (`conda info`, active environment, disk space, conda version).
3. Propose a safe, best-practice plan:
   - Prefer `--name` over `--prefix` for readability
   - Always suggest creating a new environment instead of modifying base or existing ones
   - Recommend `environment.yml` for reproducibility and sharing
   - Use `--yes` only after explicit user confirmation
…

Read the whole file at its exact version.

How to install

Latest version
mdr add cuhk-aim-group/neurodiscovery/conda-env-manager@git:20260506.86420c0
Exact content
mdr add cuhk-aim-group/neurodiscovery/conda-env-manager@sha256:8c43f6f8837fb270

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_rvgo7nkczqh2hrym.svg)](https://markdownregistry.com/a/art_rvgo7nkczqh2hrym)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260506.86420c0 latest2026-05-06 86420c0 12,308 BA view · diff
git:20260505.e9ddd222026-05-05 e9ddd22 12,304 BA view · diff
git:20260404.fa7f3542026-04-04 fa7f354 12,235 BA view · diff
git:20260328.891ed932026-03-28 891ed93 7,440 BA view · diff
git:20260325.72d2cbf2026-03-25 72d2cbf 7,504 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (12308 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

cuhk-aim-group/neurodiscovery · 91 stars · license MIT · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rvgo7nkczqh2hrym
GET https://markdownregistry.com/api/v1/resolve?ref=cuhk-aim-group/neurodiscovery/conda-env-manager
GET https://markdownregistry.com/api/v1/blob/8c43f6f8837fb270f8819a60dc7d352cf32b17874e857b27b4f757edc38964b2

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.

More from cuhk-aim-group/neurodiscovery

abcd-skill skill
cuhk-aim-group/neurodiscovery · skills/abcd-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the ABCD Study dataset, including controlled access…
git:20260825.f7533a2 · audit A · 91 stars
abide-skill skill
cuhk-aim-group/neurodiscovery · skills/abide-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the ABIDE (Autism Brain Imaging Data Exchange)…
git:20260505.e9ddd22 · audit A · 91 stars
academic-research-hub skill
cuhk-aim-group/neurodiscovery · skills/academic-research-hub/SKILL.md · Use this skill when users need to search academic papers, download research documents, extract citations, or gather…
git:20260506.86420c0 · audit A · 91 stars
adhd200-skill skill
cuhk-aim-group/neurodiscovery · skills/adhd200-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the ADHD-200 dataset, including download, BIDS…
git:20260505.e9ddd22 · audit A · 91 stars
adni-skill skill
cuhk-aim-group/neurodiscovery · skills/adni-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for ADNI or ADNI-DOD data, including controlled LONI IDA…
git:20260825.f7533a2 · audit A · 91 stars
aibl-skill skill
cuhk-aim-group/neurodiscovery · skills/aibl-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the AIBL (Australian Imaging, Biomarkers and…
git:20260506.f8d0216 · audit A · 91 stars
aomic-skill skill
cuhk-aim-group/neurodiscovery · skills/aomic-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the AOMIC (Amsterdam Open MRI Collection) dataset…
git:20260506.f8d0216 · audit A · 91 stars
asl-skill skill
cuhk-aim-group/neurodiscovery · skills/asl-skill/SKILL.md · Use this skill whenever the user wants to process Arterial Spin Labeling (ASL) perfusion MRI data including CBF…
git:20260506.f8d0216 · audit A · 91 stars
beautiful-log skill
cuhk-aim-group/neurodiscovery · skills/beautiful-log/SKILL.md · Use this skill after a conversation or task is completed when the user wants a clean, beautiful HTML chat log. It keeps…
git:20260506.86420c0 · audit A · 91 stars
bids-organizer skill
cuhk-aim-group/neurodiscovery · skills/bids-organizer/SKILL.md · Use this skill whenever the user wants to automatically organize raw neuroimaging data (DICOM, NIfTI, EEG, etc.) into a…
git:20260506.86420c0 · audit A · 91 stars
bnt skill
cuhk-aim-group/neurodiscovery · skills/bnt/SKILL.md · Use this model doc whenever the user wants to run BrainNetworkTransformer for fMRI phenotype prediction, including data…
git:20260515.bfd8dae · audit A · 91 stars
bold5000-skill skill
cuhk-aim-group/neurodiscovery · skills/bold5000-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the BOLD5000 dataset, including download, BIDS…
git:20260505.e9ddd22 · audit A · 91 stars

Every file in cuhk-aim-group/neurodiscovery

Browse by kind, by grade A, or by owner.