AD guandan-assistant
掼蛋AI助手：手牌识别、记牌、出牌建议、虚拟对局、陪练模式、复盘系统。当用户需要打掼蛋辅助、识别手牌、记牌、出牌建议、练习提升或复盘学习时使用。
掼蛋AI助手：手牌识别、记牌、出牌建议、虚拟对局、陪练模式、复盘系统。当用户需要打掼蛋辅助、识别手牌、记牌、出牌建议、练习提升或复盘学习时使用。
As a process D 49/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
Proceduretype and topics are labelled automatically from the skill text
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: 20. 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 "modes"
Process rating: all ten parameters 49/100
- 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
- 40Consistency. Frontmatter name (guandan-assistant) differs from the folder (hutian-opc-guan-dan)
- 100Tools and files. No external tools needed
- 100Steps. 66 steps
- 100Execution cost. Instruction body is 1237 tokens
- 100Running it twice. No mutating operations
- low 11 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)
- +3Description length 72: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +4Structure: 43 headings
- +3Step-by-step instructions: 66 items
- +4Has examples (2 code blocks)
- +4Reference files are cited in the instructions (6 of 6)
- +3All 4 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.
External checks
ClawHub: clean
This is a coherent Guandan card-game assistant with local practice and review features, and the main caution is that it can store learning progress locally.
LLM: benign (high) · VirusTotal: · 7 Jun 2026