AF x-profile-deep-dive
深度分析 X/Twitter 用户画像——通过 tweety-ns 抓取推文、关注和粉丝， 生成中文深度档案（主题分类、内容风格、社交网络）。 Use when: (1) 用户说"深挖 @xxx"/"分析这个博主"/"analyze @xxx", (2) 用户说"看看他都发了什么"/"这个人什么水平"/"值不值得关注", (3) 用户说"扒一扒 @xxx"/"做个 X 账号档案", (4) 用户要求了解某个 Twitter 博主的内容、风格、影响力。 NOT for: 单条推文翻译/讨论（直接处理）、 X 信息流日报/digest（用 x-digest cron 任务）、 发推/点赞/互动操作（用浏览器手动）。 Requires tweety-ns and Twitter cookies.
As a process F 39/100 · Will not run — References files that are not bundled: url
How to improve
- 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 · 0
✓ No critical or high findings
Files scanned: 8. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: url
Process rating: all ten parameters 39/100
- 0Tools and files. 1 referenced file(s) missing: url
- 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
- 50When it triggers. No condition that starts the skill
- 100Steps. 55 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1126 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
- +3Output format is not stated: the model decides each time
- -31 of 2 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +5Description quotes 8 example trigger phrases
- +4Description says when NOT to use the skill
- +3Description length 349: enough signal without eating the budget
- +4Structure: 17 headings
- +3Step-by-step instructions: 55 items
- +4Has examples (4 code blocks)
- +4Reference files are cited in the instructions (3 of 3)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 88.