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BF statsoft-cli

跨平台统计软件 CLI 集成，面向 AI Agent；覆盖 34+ 款软件（R/Stata/SAS/SPSS/Python/贝叶斯/ML等），双语。核心价值：激活历史代码资产，用于 AI 工作流自动化。 / Cross-platform statistical software CLI integration for AI Agent; 34+ packages (R/Stata/SAS/SPSS/Python/Bayesian/ML, etc.), bilingual. Core value: activating historical code assets for AI workflow automation.

ClawHub Agent Skills author: Wintone Zhang v2.8.2 MIT-0 80 files · 55 scripts body ≈ 2 242 tokens Open the sourceclawhub.ai↗ analyzed 34 h ago

跨平台统计软件 CLI 集成，面向 AI Agent；覆盖 34+ 款软件（R/Stata/SAS/SPSS/Python/贝叶斯/ML等），双语。核心价值：激活历史代码资产，用于 AI 工作流自动化。 / Cross-platform statistical software CLI integration…

As a process F 35/100 · Will not run — References files that are not bundled: references/*.md

IntegrationSoftware developmentAI and agentstype 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
81/100
safety, quality, tests
Safety 60%
92
Quality 40%
64
Run on models
none yet
Process rating
F
35/100
Will not run
References files that are not bundled: references/*.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

What is at stake

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

Dangerous commands 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 skill contains commands that delete files, rewrite disks or execute code fetched from the network. The agent may run them without asking if it believes the instructions require it.

For the author

Replace destructive commands with safe equivalents that ask for confirmation, scope them to one folder, and stop piping curl into a shell: pin a version and a checksum.

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  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 · 4

✓ No critical or high findings

Medium and low: 4
  • medium Dangerous commands cmd-privilege scripts/cross-platform/Matlab/setup_matlab.sh:182
    Privilege escalation / world-writable permissions
    echo "$(LANG_ZH "  3. 运行安装程序: sudo sh install_matlab.sh" "  3. Run the installer: sudo sh install_matlab.sh")"
  • low Dangerous commands cmd-execpolicy-bypass scripts/windows-only/GraphPad/setup_graphpad.ps1:2
    Runs PowerShell with execution policy bypassed (code comment)
    # Usage: powershell -ExecutionPolicy Bypass -File setu…ps1
    comment
  • low Dangerous commands cmd-execpolicy-bypass scripts/windows-only/JMP/setup_jmp.ps1:2
    Runs PowerShell with execution policy bypassed (code comment)
    # Usage: powershell -ExecutionPolicy Bypass -File setu…ps1
    comment
  • low Dangerous commands cmd-execpolicy-bypass scripts/windows-only/SPSS/setup_spss.ps1:2
    Runs PowerShell with execution policy bypassed (code comment)
    # 用法: powershell -ExecutionPolicy Bypass -File setu…ps1 [-Version "26"]
    comment

Files scanned: 78. 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")
  • warning missing-ref reference to a missing file: references/*.md
  • note frontmatter-key unknown frontmatter key "slug"
  • note frontmatter-key unknown frontmatter key "displayName"
  • note frontmatter-key unknown frontmatter key "cn_name"
  • note frontmatter-key unknown frontmatter key "summary"
  • note frontmatter-key unknown frontmatter key "triggers"
  • note frontmatter-key unknown frontmatter key "required_commands"
  • note frontmatter-key unknown frontmatter key "permissions"

Process rating: all ten parameters 35/100

Will not run. References files that are not bundled: references/*.md
  • 0Tools and files. 1 referenced file(s) missing: references/*.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
  • 100Steps. 40 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2242 tokens
  • 100Running it twice. No mutating operations
  • low 10 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)
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +2Single-language instructions
  • +3Description length 312: enough signal without eating the budget
  • +4Structure: 10 headings
  • +3Step-by-step instructions: 40 items
  • +4Reference files are cited in the instructions (7 of 7)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 64.

External checks

ClawHub: suspicious
This skill is mostly transparent and purpose-aligned, but it needs Review because some setup flows can run local statistical binaries during verification without the documented verification opt-in.
LLM: suspicious (high) · VirusTotal: · 2 Aug 2026