BD 408-kaoyan-tutor
408考研专属辅导技能。基于费曼学习法+艾宾浩斯遗忘曲线，结合用户乐享知识库（课件、真题、课本、强化资料），提供逐题答疑、知识索引、定期归纳和个性化复习提醒。当用户提出408相关问题、查看真题、需要梳理知识点、或要求归纳总结时触发。
408考研专属辅导技能。基于费曼学习法+艾宾浩斯遗忘曲线，结合用户乐享知识库（课件、真题、课本、强化资料），提供逐题答疑、知识索引、定期归纳和个性化复习提醒。当用户提出408相关问题、查看真题、需要梳理知识点、或要求归纳总结时触发。
As a process D 49/100 · Unfinished process — 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.
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: 6. 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 "agent_created" - note
frontmatter-keyunknown frontmatter key "disable"
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 (408-kaoyan-tutor) differs from the folder (408kaoyan)
- 100Tools and files. No external tools needed
- 100Steps. 12 steps
- 100Execution cost. Instruction body is 1303 tokens
- 100Running it twice. No mutating operations
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 116: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- -221 emoji in the instructions: noise for the model
- -43 reference files, but SKILL.md never points to them: the model will not open them
- -31 of 1 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +4Structure: 18 headings
- +3Step-by-step instructions: 12 items
- +4Has examples (6 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 58.
External checks
ClawHub: clean
This is a disclosed exam-tutoring skill that searches a specific study knowledge base and keeps study progress notes, with no evidence of deception, exfiltration, or destructive behavior.
LLM: benign (high) · VirusTotal: · 14 Jul 2026