BC redcap-data-dictionary-generator
开发者：邹和建、刘从进 REDCap Data Dictionary Generator - 将 Word/Excel 文档（CRF/方案）转换为 CSV 格式的 REDCap 数据字典。 ⚠️ 原 redcap-crf-generator 已不再更新，请使用本版本。 适用场景： - 用户上传临床试验 CRF/方案 Word/Excel 文档，要求生成数据字典 - 将问卷/调查表转换为 REDCap 可导入的 CSV 格式 功能特点： - 智能识别表单、分节、字段结构 - 支持单选题、多选题、Likert量表、频率量表 - 自动生成 CDISC 兼容的变量名 - 自动识别图片内容（OCR）用于评分表 - 支持分支逻辑、计算字段、文件上传字段
As a process C 51/100 · 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: 4. 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 51/100
- 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
- 30Running it twice. 4 mutating operations with no state check
- 100Tools and files. No external tools needed
- 100Steps. 13 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1196 tokens
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
- -32 of 2 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 328: enough signal without eating the budget
- +4Structure: 19 headings
- +3Step-by-step instructions: 13 items
- +4Has examples (7 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 69.