DD SlonAide 录音笔记
智能录音笔记管理助手 - AI 自动转写和总结录音，支持知识库管理和语义搜索
As a process D 39/100 · 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 · 4
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high Dangerous commands
cmd-persistenceSKILL.md:129Persistence mechanism (cron / launchd / scheduled task / autorun registry)> launchctl bootout gui/$(id -u) ~/Library/LaunchAgents/cn.aidenote.openclaw-tunnel.plist
-
high Dangerous commands
cmd-persistenceSKILL.md:130Persistence mechanism (cron / launchd / scheduled task / autorun registry)> launchctl bootstrap gui/$(id -u) ~/Library/LaunchAgents/cn.aidenote.openclaw-tunnel.plist
Medium and low: 2
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medium Dangerous commands
cmd-persistenceSKILL.md:126Persistence mechanism (cron / launchd / scheduled task / autorun registry) (quoted — discussed, not commanded)> **解决方法：** 编辑 `~/Library/LaunchAgents/cn.aidenote.openclaw-tunnel.plist`，
quoted -
low Secrets in code
secret-password-literalscripts/test_api.py:122Hard-coded password / key literal (may be an example) (test fixture / example file)api_key = sys.argv[1]
fixture
Files scanned: 11. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
name-formatname should be kebab-case (lowercase letters, digits, hyphens) - warning
description-shortdescription under 40 chars: too little signal for triggering - warning
description-no-whendescription does not say WHEN to use the skill (no "use when") - note
frontmatter-keyunknown frontmatter key "capabilities"
Process rating: all ten parameters 39/100
- 0Result and completion. Does not say what the result is
- 0When it triggers. No condition that starts the skill
- 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
- 40Consistency. Frontmatter name (SlonAide 录音笔记) differs from the folder (aidenote)
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 67 steps
- 100Execution cost. Instruction body is 1505 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)
- +3Description length 38: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- -223 emoji in the instructions: noise for the model
- -32 of 2 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +4Structure: 47 headings
- +3Step-by-step instructions: 67 items
- +4Has examples (26 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 50.