AC ahkb-cps
AHKB-CPS — 阿色全息知识库建产系统。Arthur's Holographic Knowledge Base Construction & Production System。统一的本地知识库建产平台，将任意文档构建为全息知识库，再消费为幻灯片、文章、全息脑图等多种产出。Use when the user asks to build a knowledge base, write articles, generate PPT/slides, create mind maps, or any knowledge-related task. Triggers: "知识库", "构建知识库与知识地图", "入库", "写文章", "生成文档", "做PPT", "幻灯片", "演讲", "脑图", "思维导图", "全息脑图", "帮我", "怎么用", "AHKB", "AHKB-CPS".
AHKB-CPS — 阿色全息知识库建产系统。Arthur's Holographic Knowledge Base Construction & Production System。统一的本地知识库建产平台，将任意文档构建为全息知识库，再消费为幻灯片、文章、全息脑图等多种产出。Use when the user…
As a process C 52/100 · Has gaps — weak spots: result and completion, inputs and preconditions, failures and branches
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 · 0
✓ No critical or high findings
Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
frontmatter-yamlSKILL.md: the frontmatter is not valid YAML (YAML parse error: Nested mappings are not allowed in compact mappings at line 2, column 14: description: AHKB-CPS — 阿色全息知识库建产系统。Arthur's Holographic Knowledge Base Constru… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value
Process rating: all ten parameters 52/100
- 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
- 60Tools and files. Uses tools (web, python) that frontmatter does not declare
- 70When it triggers. States when to use, but not when not to
- 100Steps. 27 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1737 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
- -4Absolute local paths (C:\Users, /home/…): not portable
- -260 emoji in the instructions: noise for the model
- +2Single-language instructions
- +5Description quotes 2 example trigger phrases
- +3Description length 403: enough signal without eating the budget
- +4Structure: 14 headings
- +3Step-by-step instructions: 27 items
- +4Has examples (6 code blocks)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 74.