AB gcadclaw
通过 pygcadwin 实现 GstarCAD 二维图纸的自然语言生成、修改、校验与修复。支持机械零件、装配体、工程图纸的 DWG 自动化输出，包含截图反馈和实体验证。
通过 pygcadwin 实现 GstarCAD 二维图纸的自然语言生成、修改、校验与修复。支持机械零件、装配体、工程图纸的 DWG 自动化输出，包含截图反馈和实体验证。
As a process B 68/100 · Nearly there — weak spots: failures and branches, running it twice, progress reporting
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
For the model run — optional
- 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: 15. 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 "tools"
Process rating: all ten parameters 68/100
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 30Running it twice. 12 mutating operations with no state check
- 50When it triggers. No condition that starts the skill
- 60Result and completion. Output format stated, no completion criterion
- 70Inputs and preconditions. Inputs and preconditions are listed
- 85Steps. 45 steps, 1 vague phrases
- 100Tools and files. Tools declared in frontmatter
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1781 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)
- +3Description length 85: 120–800 characters recommended
- +2Single-language instructions
- +4Structure: 9 headings
- +3Step-by-step instructions: 45 items
- +3Output format is stated explicitly
- +4Has examples (4 code blocks)
- +4Reference files are cited in the instructions (2 of 2)
- +3All 3 scripts are documented
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 79.
External checks
ClawHub: clean
This skill appears to be a disclosed GstarCAD automation helper that writes expected local drawing and validation artifacts, with no evidence of hidden exfiltration or destructive behavior.
LLM: benign (high) · VirusTotal: · 3 Jun 2026