Skill Quality Gate

What it does

When your agent uses it

• Tasks that involve Quality gates

Example prompts

• “有没有敏感词”
• “/skill-quality-gate”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

1. 1读取内容（文本和/或图片）
2. 2加载通用合规规则 → references/general-rules.md
3. 3根据 Profile 或用户指定的平台加载对应规则
4. 4逐项检测：绝对化用语、医疗违规、违禁内容、平台特有限制
5. 5汇总合规结果

What it can do on your machine

Read from SKILL.md and the folder at commit 278f420. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  No scripts in the folder and no shell commands in SKILL.md (its code samples are json).

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  No URLs in SKILL.md.

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Skill Quality Gate loads about 380 tokens when it runs, and up to ~2.6k if it reads all its reference files. Until then it costs about 52 tokens; SKILL.md has 77 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~52

When it runs · the whole SKILL.md, loaded when a task matches

~380

With references · SKILL.md plus every file in references/, read only if the agent opens them

~2.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ZJU-REAL/Easel at commit 278f420, republished under its Apache-2.0 licence (© ZJU-REAL). 77 words, ~380 tokens.

name

skill-quality-gate

description

发布前质量关卡：合规风险检测（敏感词、绝对化用语、平台规则） + 产物质量审核（完整性、可读性、平台适配度）。一次检查，两道把关。 当用户说"检查合规"、"质量检查"、"能不能发"、"有没有敏感词"、 "审核一下"、"发布前检查"、"质量够不够"时使用。 合并了原 skill-check-compliance 和 skill-review-deliverable 的能力。

layer

publish

{
  "overall_verdict": "✅ 可发布 | ⚠️ 需修改 | ❌ 不达标",
  "platform": "平台名或 generic",
  "compliance": {
    "risk_level": "low|medium|high",
    "issues": [{ "type": "", "severity": "", "text": "", "reason": "", "suggestion": "" }],
    "passed_checks": []
  },
  "quality": {
    "score": "✅|⚠️|❌",
    "dimensions": [{ "name": "", "score": "", "note": "" }]
  },
  "top_fixes": ["修改建议1", "修改建议2", "修改建议3"]
}

© ZJU-REAL, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 8 other files (references) in skills/openclaw/skill-quality-gate of ZJU-REAL/Easel.

• SKILL.md
• EASEL-META.md
• references/general-rules.md
• references/platform-bilibili.md
• references/platform-douyin.md
• references/platform-xiaohongshu.md
• references/review-dimensions.md
• references/review-levels.md
• references/rework-rules.md

Open the folder on GitHubat commit 278f420