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BF occupation-analysis

职业教育专业建设辅助工具，生成职业分析报告（工作过程系统化方法，七部分结构）。支持教育层次：中职、高职、职教本科。**MUST USE场景**：(1) 用户提供专业名称/代码，要求生成职业分析报告；(2) 用户明确要求"职业分析"、"工作任务分析"、"典型工作任务提取"；(3) 用户要求"行动领域划分"、"学习领域转换"、"学习情境设计"。**触发关键词**：职业分析、专业建设、典型工作任务、行动领域、学习领域、职业面向、教育层次、专业代码、课程开发、西餐烹饪、汽车维修。**输出物**：Markdown报告 + Word文档

ClawHub Agent Skills author: flyboat403 v1.1.1 MIT-0 80 files body ≈ 5 425 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

职业教育专业建设辅助工具，生成职业分析报告（工作过程系统化方法，七部分结构）。支持教育层次：中职、高职、职教本科。MUST USE场景：(1) 用户提供专业名称/代码，要求生成职业分析报告；(2) 用户明确要求"职业分析"、"工作任务分析"、"典型工作任务提取"；(3)…

As a process F 29/100 · Will not run — References files that are not bundled: references/troubleshooting.md, references/precheck_guide.md, references/workflow_details.md

AnalyzerExcelWordSoftware developmenttype 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
86/100
safety, quality, tests
Safety 60%
100
Quality 40%
66
Run on models
none yet
Process rating
F
29/100
Will not run
References files that are not bundled: references/troubleshooting.md, references/precheck_guide.md, references/workflow_details.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  2. The text references files that are not there: add them or drop the references.
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: 80. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 5425 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: references/troubleshooting.md
  • warning missing-ref reference to a missing file: references/precheck_guide.md
  • warning missing-ref reference to a missing file: references/workflow_details.md
  • warning missing-ref reference to a missing file: references/work_process_method.md
  • warning missing-ref reference to a missing file: references/report_template.md
  • warning missing-ref reference to a missing file: references/analysis_data_template.json
  • warning missing-ref reference to a missing file: assets/专业-职业对照表.xlsx
  • warning missing-ref reference to a missing file: assets/occupation_dictionary_split/
  • warning missing-ref reference to a missing file: assets/esco_detail_md/
  • warning missing-ref reference to a missing file: assets/onet_details_md/
  • warning missing-ref reference to a missing file: scripts/occupation_dict_loader.py
  • warning missing-ref reference to a missing file: scripts/search_major.py
  • warning missing-ref reference to a missing file: scripts/pdf_parser.py
  • warning missing-ref reference to a missing file: scripts/major_catalog_mapper.py
  • warning missing-ref reference to a missing file: scripts/integrate_data.py
  • warning missing-ref reference to a missing file: scripts/generate_report.py
  • warning missing-ref reference to a missing file: scripts/validate_report.py
  • warning missing-ref reference to a missing file: references/occupation_mapping_template.json
  • warning missing-ref reference to a missing file: references/reference.docx
  • note frontmatter-key unknown frontmatter key "dependency"

Process rating: all ten parameters 29/100

Will not run. References files that are not bundled: references/troubleshooting.md, references/precheck_guide.md, references/workflow_details.md
  • 0Tools and files. 19 referenced file(s) missing: references/troubleshooting.md, references/precheck_guide.md, references/workflow_details.md
  • 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
  • 30Running it twice. 1 mutating operations with no state check
  • 70Execution cost. Instruction body is 5425 tokens
  • 85Steps. 91 steps, 1 vague phrases
  • 100Consistency. Name and required fields are in place
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 17 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

  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 5 example trigger phrases
  • +3Description length 265: enough signal without eating the budget
  • +4Structure: 56 headings
  • +3Step-by-step instructions: 91 items
  • +4Has examples (9 code blocks)

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

External checks

ClawHub: suspicious
This appears to be a legitimate vocational report generator, but it has under-scoped network, credential, dependency, and privileged install behavior that users should review carefully.
LLM: suspicious (high) · 1 Aug 2026