BF zzz4ai-search-engine
国内搜索聚合引擎，集成6个国内可用搜索源（综合+学术+视频）。支持高级搜索语法、意图识别。无需API密钥。何时用：当需要搜索中文内容、查询B站/头条、检索学术论文或查找视频教程时触发。触发词：搜索、查找、search、找一下、查一下、国内搜索、中文搜索、哪家、哪个、排名、对比、最新、怎么样、好不好、多少、什么、如何、为什么、了解、调查、盘点、推荐、评测、排行榜。
As a process F 35/100 · Will not run — References files that are not bundled: {URL}
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- The text references files that are not there: add them or drop the references.
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: 8. 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") - warning
missing-refreference to a missing file: {URL}
Process rating: all ten parameters 35/100
Will not run. References files that are not bundled: {URL}
- 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
- 20When it triggers. No condition that starts the skill
- 100Steps. 21 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 898 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
- +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
- +3Description length 182: enough signal without eating the budget
- +4Structure: 21 headings
- +3Step-by-step instructions: 21 items
- +4Has examples (4 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.
External checks
ClawHub: clean
This is a disclosed Chinese web-search helper with broad triggers, but no hidden execution, local data access, persistence, credential collection, or destructive behavior was found.
LLM: benign (high) · VirusTotal: · 29 May 2026