AC etf-intent-gate
ETF/行业投研平台的网关级前置意图识别与安全兜底Skill。执行于用户输入之后、业务Agent集群分发之前：规则引擎过滤非法字符/prompt注入/违规话术，LLM意图识别输出结构化JSON（7种intent_type），query标准化改写（把"可以买吗"改写为投研分析指令），Agent裁剪调度与异常降级。Use when building an ETF research platform gateway, adding pre-dispatch intent classification and safety guardrails before fan-out to multiple research agents.
ETF/行业投研平台的网关级前置意图识别与安全兜底Skill。执行于用户输入之后、业务Agent集群分发之前：规则引擎过滤非法字符/prompt注入/违规话术，LLM意图识别输出结构化JSON（7种intenttype），query标准化改写（把"可以买吗"改写为投研分析指令），Agent裁剪调度与异常降级。Use…
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- 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 · 1
✓ No critical or high findings
Medium and low: 1
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low Exfiltration
read-dotenvSKILL.md:149Reads a .env file (documentation of a security skill)cp .env.example .env
security skill
Files scanned: 13. 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 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. 25 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1517 tokens
- 100Running it twice. No mutating operations
- low 12 top-level sections: this looks like several domains in one skill
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
- +2Single-language instructions
- +3Description length 315: enough signal without eating the budget
- +4Structure: 13 headings
- +3Step-by-step instructions: 25 items
- +4Has examples (8 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 89.