AD wemp-ops
微信公众号全流程运营：选题→采集→写作→排版→发布→数据分析→评论管理。 Use when: (1) 用户要写公众号文章或提供了选题方向, (2) 用户说"写一篇关于XXX的文章"/"帮我写篇推文"/"出一篇稿子", (3) 用户要求采集热点/素材/竞品分析, (4) 用户提到公众号日报/周报/数据分析/阅读量/粉丝, (5) 用户要求检查评论/回复评论/评论管理, (6) 用户说"发布"/"推送"/"推到公众号"/"发到草稿箱", (7) 用户讨论文章排版/封面图/标题优化。 即使用户没有明确说"公众号"，只要涉及微信文章写作、内容发布、 公众号后台操作、文章数据查看、或读者互动管理，都应使用此技能。 当用户给出选题方向时，自动完成素材采集→内容写作→封面生图→排版美化→推送草稿箱全流程。 NOT for: 小红书运营（用 xiaohongshu-ops）、纯内部文档写作（用 internal-comms）、 通用 Word 文档（用 docx）。
As a process D 47/100 · Unfinished process — weak spots: result and completion, inputs and preconditions, failures and branches
How to improve
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 27. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
✓ No remarks against the Agent Skills spec
Process rating: all ten parameters 47/100
- 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
- 30Running it twice. 2 mutating operations with no state check
- 50When it triggers. No condition that starts the skill
- 60Tools and files. Uses tools (python, node) that frontmatter does not declare
- 100Steps. 149 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 3637 tokens
- low 11 top-level sections: this looks like several domains in one skill
- low The response is described with custom markup (12 tags): a typed call is more reliable
- medium 3 test cases, all positive: not one "should refuse" or "should ask first"
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
- +3Output format is not stated: the model decides each time
- -259 emoji in the instructions: noise for the model
- -31 of 9 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +5Description quotes 3 example trigger phrases
- +4Description says when NOT to use the skill
- +3Description length 431: enough signal without eating the budget
- +4Structure: 37 headings
- +3Step-by-step instructions: 149 items
- +4Has examples (13 code blocks)
- +4Reference files are cited in the instructions (7 of 8)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 92.