BD book-learning-assistant
书本系统学习助手。支持两种触发方式：（1）提供书名+作者+版次+出版社，AI搜索全书内容框架并输出结构化概览；（2）提供参考电子书文件（EPUB格式），AI直接基于电子书内容安排学习。输出包含逐章速览、全面结构化梳理、核心思想、思维工具与小学生案例。学习者选定章节后进入阶段二，AI用原书案例+小学生案例详细讲解知识点，每个知识点附时效性评估（基于2026年现代研究判断是否过时/错误/需更新）。所有输出基于事实、不得杜撰，举例须小学生能懂，结构化输出、语言简洁。
书本系统学习助手。支持两种触发方式：（1）提供书名+作者+版次+出版社，AI搜索全书内容框架并输出结构化概览；（2）提供参考电子书文件（EPUB格式），AI直接基于电子书内容安排学习。输出包含逐章速览、全面结构化梳理、核心思想、思维工具与小学生案例。学习者选定章节后进入阶段二，AI用原书案例+小学生案例详细讲解知识点…
As a process D 46/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- 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: 5. 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") - note
frontmatter-keyunknown frontmatter key "version_desc"
Process rating: all ten parameters 46/100
- 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
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 82 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1894 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
- -223 emoji in the instructions: noise for the model
- -31 of 1 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 232: enough signal without eating the budget
- +4Structure: 22 headings
- +3Step-by-step instructions: 82 items
- +4Has examples (7 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.