CF xhs-publish
小红书一键发布 — AI 全流程搞定:自动生成标题 → 撰写正文 → 封面/知识卡片/视频(三种形式) → 一键发布。3 分钟从创意到上线,支持多模型自由切换。触发词:发小红书、发布笔记、小红书发布、发笔记、小红书笔记、写小红书、写笔记。
As a process F 33/100 · Will not run — References files that are not bundled: {baseDir}/references/title-guide.md, {baseDir}/references/content-guide.md, {baseDir}/references/cover-guide.md
What is at stake
Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.
Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.
The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".
If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
- The text references files that are not there: add them or drop the references.
- 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 · 6
✓ No critical or high findings
Medium and low: 6
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medium Exfiltration
net-redirectable-api-keyscripts/cover.sh:59Helper sends the API key to a host configured by an environment variable — the key can be redirected to another serverAPI key + configurable base URL from environment
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medium Exfiltration
net-credential-usescripts/cover.sh:313Credential used in a network call (verify the destination is the intended service)curl -s -X POST "${GEMINI_API_URL}?key=${GEMINI_API_KEY}" \ -
low Dangerous commands
cmd-background-processcheck_env.sh:48Starts a background / autostarted processcd ~/xiaohongshu-mcp && DISPLAY=:99 nohup ./xiao…d64 > mcp.log 2>&1 &
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low Dangerous commands
cmd-background-processREADME.md:142Starts a background / autostarted processDISPLAY=:99 nohup ./xiao…d64 -port :18060 > mcp.log 2>&1 &
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low Dangerous commands
cmd-background-processSKILL.md:1082Starts a background / autostarted processnohup ./xiao…d64 -port :18060 > mcp.log 2>&1 &
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low Dangerous commands
cmd-background-processSKILL.md:1110Starts a background / autostarted processDISPLAY=:99 nohup ./xiao…d64 -port :18060 > mcp.log 2>&1 &
Files scanned: 13. 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") - warning
body-longSKILL.md body ≈ 5744 tokens (recommended < 5000); move details to references/ - warning
missing-refreference to a missing file: {baseDir}/references/title-guide.md - warning
missing-refreference to a missing file: {baseDir}/references/content-guide.md - warning
missing-refreference to a missing file: {baseDir}/references/cover-guide.md
Process rating: all ten parameters 33/100
- 0Tools and files. 3 referenced file(s) missing: {baseDir}/references/title-guide.md, {baseDir}/references/content-guide.md, {baseDir}/references/cover-guide.md
- 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
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 4 mutating operations with no state check
- 70Execution cost. Instruction body is 5744 tokens
- 100Steps. 137 steps
- 100Consistency. Name and required fields are in place
- 100Progress reporting. Reports progress
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 119: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- -2localhost URLs: will not work for another user
- -293 emoji in the instructions: noise for the model
- -32 of 2 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +4Structure: 30 headings
- +3Step-by-step instructions: 137 items
- +4Has examples (38 code blocks)
- +4Reference files are cited in the instructions (3 of 4)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 44.