What is netease-music-audit?

A read-only audit workflow for NetEase Music recommendations, checking recommendation reports, feedback, playlists, duplicates, and errors.

Use it for weekly or occasional checks of a local NetEase recommendation workflow and for producing a report with reversible suggestions.

It helps find repeated or overly concentrated music, outdated evidence, broken reads, and changes that might override your stated preferences.

netease-music-audit — Skill for Codex by LoranaAurelia/CloudmusicMCP

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add LoranaAurelia/CloudmusicMCP --skill netease-music-audit

Clone the repo

git clone --depth 1 https://github.com/LoranaAurelia/CloudmusicMCP

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/loranaaurelia/cloudmusicmcp/netease-music-audit/github.svg)](https://agentmods.dev/skills/loranaaurelia/cloudmusicmcp/netease-music-audit)

Your own site

<a href="https://agentmods.dev/skills/loranaaurelia/cloudmusicmcp/netease-music-audit"><img src="https://agentmods.dev/badge/skills/loranaaurelia/cloudmusicmcp/netease-music-audit/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/loranaaurelia/cloudmusicmcp/netease-music-audit"><img src="https://agentmods.dev/badge/skills/loranaaurelia/cloudmusicmcp/netease-music-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 55 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 174 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00055	$0.00174
Opus 5.5	$0.00022	$0.00070
Sonnet 5.5	$0.00011	$0.00035
Haiku 4.5	$0.00006	$0.00017

Measured 2mo ago against content hash f78c284cd0fe, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

netease-music-audit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/netease-music-audit/SKILL.md · 14 lines

What it actually says

NetEase Music Audit

Back up ignored local recommender state before changing local learned values.
Inspect recent recommendation reports, feedback events and managed-playlist baselines.
Check stable-ID duplicates, version-family duplicates, artist/album concentration, missing public evidence, stale authentication errors and incomplete playlist reads.
Confirm learned values did not overwrite explicit user preferences.
Produce a local report with findings, severity, reversible recommendations and one small experiment.
Never create or modify a NetEase playlist, track, like or account setting.

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

agents/openai.yaml 288 B

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 14 lines · 55 tokens per session scan A f78c284cd0fe

Subscribe to this mod's changes

netease-music-audit is a skill published in the GitHub repository LoranaAurelia/CloudmusicMCP (0 stars, last pushed 4mo ago), licensed MIT. It adds 55 tokens to every session and 174 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Analytics and metrics

netease-music-audit next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
netease-music-auditLoranaAurelia/CloudmusicMCP	Skill	0	4mo ago	MIT	A	55	Codex
imagegenopenai/codex	Skill	134k	today	Apache-2.0	A	113	Codex
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	yesterday	MIT	A	200	Claude Code, Codex
playwright-climicrosoft/playwright	Skill	100k	yesterday	Apache-2.0	A	19	Claude Code
browser-automationopenclaw/openclaw	Skill	394k	today	MIT	A	36	Claude Code
systematic-debuggingobra/superpowers	Skill	314k	5d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	today	MIT	A	95	Claude Code