AC wechat-account-audit
微信公众号账号诊断与对标分析工具。当用户说"分析我的公众号"、"账号诊断"、"找对标账号"、"分析用户画像"、"公众号定位分析"、"我的读者是谁"时触发。通过解析后台 tendency Excel 数据、文章分类交叉分析、用户画像提取、"你以为 vs 实际上"对比诊断，输出包含真实用户画像、内容方向修正建议、对标账号筛选标准的结构化报告。适用于所有公众号运营者，尤其适合处于冷启动期或内容方向迷茫期的账号。
微信公众号账号诊断与对标分析工具。当用户说"分析我的公众号"、"账号诊断"、"找对标账号"、"分析用户画像"、"公众号定位分析"、"我的读者是谁"时触发。通过解析后台 tendency Excel 数据、文章分类交叉分析、用户画像提取、"你以为 vs…
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- 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 · 0
✓ No critical or high findings
Files scanned: 6. 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") - note
frontmatter-keyunknown frontmatter key "agent_created"
Process rating: all ten parameters 53/100
- 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
- 100Tools and files. No external tools needed
- 100Steps. 41 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 792 tokens
- 100Running it twice. No mutating operations
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
- +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
- +5Description quotes 5 example trigger phrases
- +3Description length 204: enough signal without eating the budget
- +4Structure: 18 headings
- +3Step-by-step instructions: 41 items
- +4Has examples (5 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 83.