AC china-briefing
多尺度中文资讯简报生成。从一条街道到全球，任意地理范围均可生成。 从主流媒体（Reuters/BBC/新华社）、街道公众号、社交平台（微博/小红书/抖音） 获取资讯，结构化输出。 使用场景：用户要求"简报"、"资讯"、"早报"、"晚报"、"周报"、"XX简报"、 "XX资讯"、"本地新闻"、"国际新闻"、"街道新闻"等。 外部依赖：Python 3（标准库），通过 Tavily web_search + web_fetch 获取数据。 NOT for: 邮件群发订阅、Newsletter运营策略。
As a process C 57/100 · Has gaps — weak spots: result and completion, inputs and preconditions, failures and branches
ReferenceInfrastructureWriting and documentsSoftware developmenttype and topics are labelled automatically from the skill text
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
For the model run — optional
- 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")
Process rating: all ten parameters 57/100
- 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
- 50When it triggers. No condition that starts the skill
- 100Tools and files. No external tools needed
- 100Steps. 20 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 611 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
- +5Description has no quoted example phrases that should trigger the skill
- +3Output format is not stated: the model decides each time
- -31 of 1 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +4Description says when NOT to use the skill
- +3Description length 251: enough signal without eating the budget
- +4Structure: 19 headings
- +3Step-by-step instructions: 20 items
- +4Has examples (2 code blocks)
- +4Reference files are cited in the instructions (2 of 2)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.
External checks
ClawHub: clean
This is a disclosed Chinese news-briefing skill that uses public web sources and a small helper script, with no evidence of hidden access, persistence, credential use, or destructive behavior.
LLM: benign (high) · VirusTotal: · 29 May 2026