BC weread-ai-brain
微信读书/WeRead 专用阅读数据与笔记分析 skill。仅当用户明确提到“微信读书”或“WeRead”，并请求生成微信读书看板、微信读书 HTML 看板、微信读书书籍分析、微信读书跨书关联、微信读书导出笔记、微信读书阅读人格/MBTI 时使用。会通过用户提供的 WEREAD_API_KEY 读取书架、阅读统计、划线和个人想法；导出本地文件前必须先说明内容与路径并取得用户确认。
微信读书/WeRead 专用阅读数据与笔记分析 skill。仅当用户明确提到“微信读书”或“WeRead”，并请求生成微信读书看板、微信读书 HTML 看板、微信读书书籍分析、微信读书跨书关联、微信读书导出笔记、微信读书阅读人格/MBTI 时使用。会通过用户提供的 WEREADAPIKEY…
As a process C 53/100 · Has gaps — 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: 0. 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 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. 69 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 3212 tokens
- 100Running it twice. No mutating operations
- low 10 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
- -217 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +3Description length 191: enough signal without eating the budget
- +4Structure: 33 headings
- +3Step-by-step instructions: 69 items
- +4Has examples (15 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.