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dependency-planner SKILL.md skillA

dependency-planner from cuhk-aim-group/neurodiscovery is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add cuhk-aim-group/neurodiscovery/dependency-planner@git:20261023.f74c2bd

Pins git:20261023.f74c2bd 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/dependency-planner/SKILL.md
Versions recorded: 6
Latest version: git:20261023.f74c2bd, committed Oct 23, 2026
First version recorded: Mar 25, 2026
Size: 14,281 bytes
Repository stars: 93
License: MIT

Use this skill whenever a NeuroRuntime skill, model, or sub-agent reports a missing dependency (e.g. ImportError, ModuleNotFoundError, command not found), or when the user explicitly requests to install, setup, configure, or fix any library, package, compiler, CUDA toolkit, conda environment, system tool, or git-based repository. Triggers include: 'install', 'setup', 'missing dependency', 'fix import error', 'install torch cuda', 'conda create environment', 'pip install from git', 'install…

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

# Dependency Installation Planner (Tool Layer)

## Overview

Many NeuroRuntime skills (especially deep-learning, neuroimaging, and custom model execution skills) fail due to missing dependencies — a key pain point identified in the MedicalClaw / OpenClaw-Medical-Skills evaluation.

This skill acts as the **interface-layer planner** that ensures safe, reproducible, auditable, and user-approved installations across the entire NeuroRuntime hierarchy (interface → subagent → base tool).

**Strict workflow (never bypassed):**

1. Parse the exact dependency/dependencies from the user request or error message.
2. Automatically detect the local environment: OS family & version, architecture, Python version, conda/pip/virtualenv status, GCC version, NVCC/CUDA version (if GPU-relevant), available disk space & RAM.
3. For each required package/tool, invoke the already-existing `multi-search-engine` skill (with **Google search priority**) to retrieve the **latest official installation instructions** from the authoritative source (e.g. pytorch.org, conda-forge, nvidia.com, github.com releases page, official docs).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add cuhk-aim-group/neurodiscovery/dependency-planner@sha256:ea22f9a31d3a596d

The line at the top of this page pins the label git:20261023.f74c2bd, 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](https://markdownregistry.com/badge/art_kc2gjvrqh5zvlvsz.svg)](https://markdownregistry.com/a/art_kc2gjvrqh5zvlvsz)

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

Versions

The registry has recorded 6 versions of this file, between Mar 25, 2026 and Oct 23, 2026, about one every 42 days.

version	committed	commit	size	audit
git:20261023.f74c2bd latest	2026-10-23	f74c2bd	14,281 B	A	view · diff
git:20260506.86420c0	2026-05-06	86420c0	14,255 B	A	view · diff
git:20260505.e9ddd22	2026-05-05	e9ddd22	14,251 B	A	view · diff
git:20260404.fa7f354	2026-04-04	fa7f354	14,165 B	A	view · diff
git:20260325.72d2cbf	2026-03-25	72d2cbf	8,904 B	A	view · diff
git:20260325.df6f256	2026-03-25	df6f256	8,836 B	A	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 (14281 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 · 93 stars · license MIT · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kc2gjvrqh5zvlvsz
GET https://markdownregistry.com/api/v1/resolve?ref=cuhk-aim-group/neurodiscovery/dependency-planner
GET https://markdownregistry.com/api/v1/blob/ea22f9a31d3a596d805e5162f16e4e7a58ca53ac215584846dc097938d5fe8d1

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.