CD netease-music-assistant
网易云音乐智能助手，以模型判断为核心，通过 ncm-cli 执行操作。 核心能力：分析用户红心歌单偏好画像、制定多关键词搜索策略、智能推荐歌单/专辑/单曲（含两层推荐说明）、播放控制（播放/暂停/下一首/音量/队列）、管理定时推送调度、通过 OpenClaw 向飞书等 IM 渠道推送推荐结果、创建并写入歌单。 触发时机（满足任意一条即激活）： - 消息中含"网易云"或"云音乐" - 用户想听歌、要歌单推荐、找某类型音乐 - 用户想分析自己的音乐偏好或红心记录
As a process D 46/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
What is at stake
The skill contains fragments that, in the wrong hands, cost money or data. Below: what the installer risks and what the author should do.
The skill contains commands that delete files, rewrite disks or execute code fetched from the network. The agent may run them without asking if it believes the instructions require it.
Replace destructive commands with safe equivalents that ask for confirmation, scope them to one folder, and stop piping curl into a shell: pin a version and a checksum.
How to improve
- Address the high-severity findings: each costs 18 safety points. If one is a false positive, add the rule id to guard.allow in spec.yaml.
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 7
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high Dangerous commands
cmd-persistenceSKILL.md:266Persistence mechanism (cron / launchd / scheduled task / autorun registry)(crontab -l 2>/dev/null; echo "分 时 * * * /usr/local/bin/node /path/to/main.js 场景") | crontab -
Medium and low: 6
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medium Dangerous commands
cmd-persistenceSKILL.md:304Persistence mechanism (cron / launchd / scheduled task / autorun registry) (quoted — discussed, not commanded)- 注册方法：`(crontab -l 2>/dev/null; echo "分 时 * * * /usr/local/bin/node /path/to/main.js 场景") | crontab -`
quoted -
low Dangerous commands
cmd-cron-mentionSKILL.md:262Mentions editing / listing crontab (quoted — discussed, not commanded)- 检查当前 cron 任务：`crontab -l`
quoted -
low Dangerous commands
cmd-cron-mentionSKILL.md:266Mentions editing / listing crontab(crontab -l 2>/dev/null; echo "分 时 * * * /usr/local/bin/node /path/to/main.js 场景") | crontab -
-
low Dangerous commands
cmd-cron-mentionSKILL.md:268Mentions editing / listing crontab (quoted — discussed, not commanded)- 验证注册成功：再次执行 `crontab -l` 确认任务存在
quoted -
low Dangerous commands
cmd-cron-mentionSKILL.md:303Mentions editing / listing crontab (quoted — discussed, not commanded)- 检查方法：`crontab -l`
quoted -
low Dangerous commands
cmd-cron-mentionSKILL.md:304Mentions editing / listing crontab (quoted — discussed, not commanded)- 注册方法：`(crontab -l 2>/dev/null; echo "分 时 * * * /usr/local/bin/node /path/to/main.js 场景") | crontab -`
quoted
Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 46/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 60Tools and files. Uses tools (node) that frontmatter does not declare
- 100Steps. 77 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1666 tokens
- 100Running it twice. No mutating operations
- low 11 top-level sections: this looks like several domains in one skill
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +3Description length 231: enough signal without eating the budget
- +4Structure: 22 headings
- +3Step-by-step instructions: 77 items
- +4Has examples (8 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.