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BD yanxue-course-manager

📚 研学方案管理与智能生成技能。支持按城市、学段、景点、主题、时长生成完整的研学课程方案，并提供方案的保存、管理、Word 导出及文件导入导出功能。适用于中小学（1-9年级及高中）的研学旅行课程设计。

ClawHub Agent Skills author: Dmeteor8 v1.0.0 19 files body ≈ 381 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process D 49/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureLearningInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
80/100
safety, quality, tests
Safety 60%
90
Quality 40%
66
Run on models
none yet
Process rating
D
49/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Obfuscation medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The files contain invisible characters, encoded commands or comments hidden from readers but visible to the model. What you read differs from what the agent sees.

For the author

Remove invisible characters (they usually sneak in through copy-paste) and encoded strings: no catalog will pass them. Instructions for the model must be readable by a human too.

How to improve

  1. 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 · 2

✓ No critical or high findings

Medium and low: 2
  • medium Obfuscation uni-zero-width references/user-example-01-2026鏄鏈ㄦ笌瀹為獙涓鍒濅簩骞寸骇绾㈣眴灞卞簞_棣欏泭鐮斿璇剧▼.md:5
    Zero-width / invisible characters (possible hidden text) (12 occurrences) (test fixture / example file)
    文化是历史沉淀的瑰宝，更是时光镌刻的红色基因载体。常熟，这座浸润千年江南气韵的城市，不仅藏着深厚的历史文化底蕴，更孕育着代代相传的红色力量 —— 白茆山歌里流淌着吴地百姓勤劳坚韧的生活智慧，钱柳纪念馆中镌刻着文人志士乱世救国的家国担当，红豆古树枝桠间承载着跨越时空的红色文化记忆，每一处地标都是浸润初心的红色课堂。␀
    fixture
  • medium Obfuscation uni-zero-width references/user-example-08-2026鏄濞勮憫瀹為獙灏忓2骞寸骇澶箹瑗垮北宀涘紑蹇冨啘鍦篲绉嶆澶氳倝璇剧▼.md:62
    Zero-width / invisible characters (possible hidden text) (5 occurrences) (test fixture / example file)
    在充满生机的自然王国里，␀
    fixture

Files scanned: 19. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")

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 (yanxue-course-manager) differs from the folder (yanxue)
  • 100Tools and files. No external tools needed
  • 100Steps. 29 steps
  • 100Execution cost. Instruction body is 381 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 101: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • -4Absolute local paths (C:\Users, /home/…): not portable
  • -31 of 3 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +4Structure: 10 headings
  • +3Step-by-step instructions: 29 items
  • +4Has examples (2 code blocks)
  • +4Reference files are cited in the instructions (3 of 12)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 66.

External checks

ClawHub: suspicious
The skill mostly does what it says, but it needs review because its save helper can write files outside the advertised folder and its examples may influence materials for minors.
LLM: suspicious (high) · VirusTotal: · 29 May 2026