AC data-audit
数据操作审计追踪器 (Data Audit)。 对数据目录生成 SHA256 快照、比对文件变化（新增/删除/修改）、 记录操作日志、检查数据目录健康状态。 适用于数据合规场景中的操作追溯和审计准备。 Use when: 需要追踪数据文件变化、生成审计快照、 合规审查准备、文件完整性验证、数据目录健康检查。 🎉 v1.1.0 核心功能： - 📸 数据目录 SHA256 快照 - 🔄 快照对比（新增/删除/修改检测） - 📝 操作日志记录与查询 - 🔍 数据目录健康检查 - 📊 JSON 报告导出 触发关键词：数据审计、文件追踪、快照比对、SHA256、 完整性校验、合规审计、数据治理、变更追踪 适用范围：任意数据文件目录 运行模式：纯本地，无网络请求 ❎ 外部依赖：Python标准库（无需额外安装）
数据操作审计追踪器 (Data Audit)。 对数据目录生成 SHA256 快照、比对文件变化（新增/删除/修改）、 记录操作日志、检查数据目录健康状态。 适用于数据合规场景中的操作追溯和审计准备。 Use when: 需要追踪数据文件变化、生成审计快照、 合规审查准备、文件完整性验证、数据目录健康检查。 🎉…
As a process C 57/100 · Has gaps — weak spots: when it triggers, 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: 7. 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 57/100
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 20When it triggers. No condition that starts the skill
- 60Tools and files. Uses tools (bash, web) that frontmatter does not declare
- 60Result and completion. Output format stated, no completion criterion
- 100Steps. 10 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 898 tokens
- 100Running it twice. No mutating operations
- 100Progress reporting. Reports progress
- medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
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)
- -4Absolute local paths (C:\Users, /home/…): not portable
- +1No license
- +2Single-language instructions
- +3Description length 364: enough signal without eating the budget
- +4Structure: 17 headings
- +3Step-by-step instructions: 10 items
- +3Output format is stated explicitly
- +4Has examples (13 code blocks)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 86.