AB multi-skill-eval
集成化多方法技能评估系统。整合静态分析(skill-assessment)、Rubric质量打分(skill-evaluator)和自主基准测试(skill-eval)。用于全面评估、对比、审计或改进OpenClaw技能。覆盖文档完整性、代码质量、25项Rubric打分、多模型基准测试。 触发词(中文): 评估技能、技能评分、技能审计、对比技能、批量评估、技能质量检查、静态分析、基准测试、触发词检测、幽灵工具检测 触发词(English): evaluate skill, compare skills, audit skill, benchmark skill, static analysis, skill quality, skill assessment Use when you need to evaluate, audit, benchmark, or improve OpenClaw skills.
As a process B 65/100 · Nearly there — weak spots: inputs and preconditions, running it twice, progress reporting
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: 16. 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 65/100
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 30Running it twice. 10 mutating operations with no state check
- 50When it triggers. No condition that starts the skill
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 60Result and completion. Output format stated, no completion criterion
- 100Steps. 85 steps
- 100Failures and branches. 1 branches, has a failure section
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 2892 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)
- +1No license
- +2Single-language instructions
- +3Description length 412: enough signal without eating the budget
- +4Structure: 24 headings
- +3Step-by-step instructions: 85 items
- +3Output format is stated explicitly
- +4Has examples (12 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
- +3All 5 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 94.